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Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)
Proceedings of the ACL-IJCNLP 2015 Student Research Workshop
Proceedings of ACL-IJCNLP 2015 System Demonstrations
Tutorials

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

P15-1 [bib]: Entire volume

P15-1000: Front Matter

P15-1001 [bib] [video]: Sébastien Jean; Kyunghyun Cho; Roland Memisevic; Yoshua Bengio
On Using Very Large Target Vocabulary for Neural Machine Translation

P15-1002 [bib] [video]: Thang Luong; Ilya Sutskever; Quoc Le; Oriol Vinyals; Wojciech Zaremba
Addressing the Rare Word Problem in Neural Machine Translation

P15-1003 [bib] [video]: Fandong Meng; Zhengdong Lu; Mingxuan Wang; Hang Li; Wenbin Jiang; Qun Liu
Encoding Source Language with Convolutional Neural Network for Machine Translation

P15-1004 [bib] [video]: Hendra Setiawan; Zhongqiang Huang; Jacob Devlin; Thomas Lamar; Rabih Zbib; Richard Schwartz; John Makhoul
Statistical Machine Translation Features with Multitask Tensor Networks

P15-1005 [bib] [video]: Desmond Elliott; Arjen de Vries
Describing Images using Inferred Visual Dependency Representations

P15-1006 [bib] [video]: Angel Chang; Will Monroe; Manolis Savva; Christopher Potts; Christopher D. Manning
Text to 3D Scene Generation with Rich Lexical Grounding

P15-1007 [bib] [video]: Wenpeng Yin; Hinrich Schütze
MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity

P15-1008 [bib] [video]: Arti Ramesh; Shachi H. Kumar; James Foulds; Lise Getoor
Weakly Supervised Models of Aspect-Sentiment for Online Course Discussion Forums

P15-1009 [bib] [dataset] [video]: Shu Guo; Quan Wang; Bin Wang; Lihong Wang; Li Guo
Semantically Smooth Knowledge Graph Embedding

P15-1010 [bib] [video]: Ignacio Iacobacci; Mohammad Taher Pilehvar; Roberto Navigli
SensEmbed: Learning Sense Embeddings for Word and Relational Similarity

P15-1011 [bib] [video]: Zhigang Chen; Wei Lin; Qian Chen; Xiaoping Chen; Si Wei; Hui Jiang; Xiaodan Zhu
Revisiting Word Embedding for Contrasting Meaning

P15-1012 [bib] [video]: Dhanya Sridhar; James Foulds; Bert Huang; Lise Getoor; Marilyn Walker
Joint Models of Disagreement and Stance in Online Debate

P15-1013 [bib] [video]: Audi Primadhanty; Xavier Carreras; Ariadna Quattoni
Low-Rank Regularization for Sparse Conjunctive Feature Spaces: An Application to Named Entity Classification

P15-1014 [bib] [video]: Fei Sun; Jiafeng Guo; Yanyan Lan; Jun Xu; Xueqi Cheng
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations

P15-1015 [bib] [notes] [video]: Emma Strubell; Luke Vilnis; Kate Silverstein; Andrew McCallum
Learning Dynamic Feature Selection for Fast Sequential Prediction

P15-1016 [bib] [video]: Arvind Neelakantan; Benjamin Roth; Andrew McCallum
Compositional Vector Space Models for Knowledge Base Completion

P15-1017 [bib] [video]: Yubo Chen; Liheng Xu; Kang Liu; Daojian Zeng; Jun Zhao
Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks

P15-1018 [bib] [video]: Vidhoon Viswanathan; Nazneen Fatema Rajani; Yinon Bentor; Raymond Mooney
Stacked Ensembles of Information Extractors for Knowledge-Base Population

P15-1019 [bib] [video]: Kiem-Hieu Nguyen; Xavier Tannier; Olivier Ferret; Romaric Besançon
Generative Event Schema Induction with Entity Disambiguation

P15-1020 [bib] [video]: Yusuke Oda; Graham Neubig; Sakriani Sakti; Tomoki Toda; Satoshi Nakamura
Syntax-based Simultaneous Translation through Prediction of Unseen Syntactic Constituents

P15-1021 [bib] [video]: Tetsuji Nakagawa
Efficient Top-Down BTG Parsing for Machine Translation Preordering

P15-1022 [bib] [video]: José G. C. de Souza; Matteo Negri; Elisa Ricci; Marco Turchi
Online Multitask Learning for Machine Translation Quality Estimation

P15-1023 [bib] [video]: Jinsong Su; Deyi Xiong; Yang Liu; Xianpei Han; Hongyu Lin; Junfeng Yao; Min Zhang
A Context-Aware Topic Model for Statistical Machine Translation

P15-1024 [bib] [notes] [video]: Mrinmaya Sachan; Kumar Dubey; Eric Xing; Matthew Richardson
Learning Answer-Entailing Structures for Machine Comprehension

P15-1025 [bib] [video]: Guangyou Zhou; Tingting He; Jun Zhao; Po Hu
Learning Continuous Word Embedding with Metadata for Question Retrieval in Community Question Answering

P15-1026 [bib] [video]: Li Dong; Furu Wei; Ming Zhou; Ke Xu
Question Answering over Freebase with Multi-Column Convolutional Neural Networks

P15-1027 [bib] [video]: Angeliki Lazaridou; Georgiana Dinu; Marco Baroni
Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning

P15-1028 [bib] [dataset] [video]: Antoine Bride; Tim Van de Cruys; Nicholas Asher
A Generalisation of Lexical Functions for Composition in Distributional Semantics

P15-1029 [bib] [video]: Casey Kennington; David Schlangen
Simple Learning and Compositional Application of Perceptually Grounded Word Meanings for Incremental Reference Resolution

P15-1030 [bib] [video]: Greg Durrett; Dan Klein
Neural CRF Parsing

P15-1031 [bib] [video]: Wenzhe Pei; Tao Ge; Baobao Chang
An Effective Neural Network Model for Graph-based Dependency Parsing

P15-1032 [bib] [notes] [video]: David Weiss; Chris Alberti; Michael Collins; Slav Petrov
Structured Training for Neural Network Transition-Based Parsing

P15-1033 [bib] [video]: Chris Dyer; Miguel Ballesteros; Wang Ling; Austin Matthews; Noah A. Smith
Transition-Based Dependency Parsing with Stack Long Short-Term Memory

P15-1034 [bib] [video]: Gabor Angeli; Melvin Jose Johnson Premkumar; Christopher D. Manning
Leveraging Linguistic Structure For Open Domain Information Extraction

P15-1035 [bib] [video]: William Yang Wang; William W Cohen
Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach

P15-1036 [bib] [video]: Ndapandula Nakashole; Tom M. Mitchell
A Knowledge-Intensive Model for Prepositional Phrase Attachment

P15-1037 [bib] [dataset] [video]: Maksim Tkachenko; Hady Lauw
A Convolution Kernel Approach to Identifying Comparisons in Text

P15-1038 [bib] [video]: Jinho D. Choi; Joel Tetreault; Amanda Stent
It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool

P15-1039 [bib] [video]: Alan Akbik; laura chiticariu; Marina Danilevsky; Yunyao Li; Shivakumar Vaithyanathan; Huaiyu Zhu
Generating High Quality Proposition Banks for Multilingual Semantic Role Labeling

P15-1040 [bib] [dataset] [video]: Mariana S. C. Almeida; Claudia Pinto; Helena Figueira; Pedro Mendes; André F. T. Martins
Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies

P15-1041 [bib] [video]: Qiang Chen; Wenjie Li; Yu Lei; Xule Liu; Yanxiang He
Learning to Adapt Credible Knowledge in Cross-lingual Sentiment Analysis

P15-1042 [bib] [video]: HuiWei Zhou; Long Chen; Fulin Shi; Degen Huang
Learning Bilingual Sentiment Word Embeddings for Cross-language Sentiment Classification

P15-1043 [bib] [video]: Rahul Jha; Catherine Finegan-Dollak; Ben King; Reed Coke; Dragomir Radev
Content Models for Survey Generation: A Factoid-Based Evaluation

P15-1044 [bib] [video]: Ondřej Dušek; Filip Jurcicek
Training a Natural Language Generator From Unaligned Data

P15-1045 [bib] [video]: Rui Sun; Yue Zhang; Meishan Zhang; Donghong Ji
Event-Driven Headline Generation

P15-1046 [bib] [video]: Young-Bum Kim; Karl Stratos; Ruhi Sarikaya; Minwoo Jeong
New Transfer Learning Techniques for Disparate Label Sets

P15-1047 [bib] [presentation] [video]: Yun-Nung Chen; William Yang Wang; Anatole Gershman; Alexander Rudnicky
Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding

P15-1048 [bib] [video]: Shuangzhi Wu; Dongdong Zhang; Ming Zhou; Tiejun Zhao
Efficient Disfluency Detection with Transition-based Parsing

P15-1049 [bib] [video]: Yi Yang; Ming-Wei Chang
S-MART: Novel Tree-based Structured Learning Algorithms Applied to Tweet Entity Linking

P15-1050 [bib] [video]: Chunliang Lu; Wai Lam; Yi Liao
Entity Retrieval via Entity Factoid Hierarchy

P15-1051 [bib]: Muyu Zhang; Bing Qin; Mao Zheng; Graeme Hirst; Ting Liu
Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment

P15-1052 [bib]: Jon Stevens; Anton Benz; Sebastian Reuße; Ralf Klabunde
A Strategic Reasoning Model for Generating Alternative Answers

P15-1053 [bib]: Isaac Persing; Vincent Ng
Modeling Argument Strength in Student Essays

P15-1054 [bib]: Ramakrishna Bairi; Rishabh Iyer; Ganesh Ramakrishnan; Jeff Bilmes
Summarization of Multi-Document Topic Hierarchies using Submodular Mixtures

P15-1055 [bib]: Nikos Voskarides; Edgar Meij; Manos Tsagkias; Maarten de Rijke; Wouter Weerkamp
Learning to Explain Entity Relationships in Knowledge Graphs

P15-1056 [bib] [notes]: Tao Ge; Wenzhe Pei; Heng Ji; Sujian Li; Baobao Chang; Zhifang Sui
Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles

P15-1057 [bib] [dataset] [software]: Boliang Zhang; Hongzhao Huang; Xiaoman Pan; Sujian Li; Chin-Yew Lin; Heng Ji; Kevin Knight; Zhen Wen; Yizhou Sun; Jiawei Han; Bulent Yener
Context-aware Entity Morph Decoding

P15-1058 [bib]: Dirk Weissenborn; Leonhard Hennig; Feiyu Xu; Hans Uszkoreit
Multi-Objective Optimization for the Joint Disambiguation of Nouns and Named Entities

P15-1059 [bib]: Eytan Adar; Srayan Datta
Building a Scientific Concept Hierarchy Database (SCHBase)

P15-1060 [bib]: Linlin Wang; Kang Liu; Zhu Cao; Jun Zhao; Gerard de Melo
Sentiment-Aspect Extraction based on Restricted Boltzmann Machines

P15-1061 [bib]: Cicero dos Santos; Bing Xiang; Bowen Zhou
Classifying Relations by Ranking with Convolutional Neural Networks

P15-1062 [bib]: Thien Huu Nguyen; Barbara Plank; Ralph Grishman
Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction

P15-1063 [bib]: Yating Zhang; Adam Jatowt; Sourav Bhowmick; Katsumi Tanaka
Omnia Mutantur, Nihil Interit: Connecting Past with Present by Finding Corresponding Terms across Time

P15-1064 [bib]: Bowei Zou; Qiaoming Zhu; Guodong Zhou
Negation and Speculation Identification in Chinese Language

P15-1065 [bib]: Ni Lao; Einat Minkov; William Cohen
Learning Relational Features with Backward Random Walks

P15-1066 [bib]: Yezhou Yang; Yiannis Aloimonos; Cornelia Fermuller; Eren Erdal Aksoy
Learning the Semantics of Manipulation Action

P15-1067 [bib]: Guoliang Ji; Shizhu He; Liheng Xu; Kang Liu; Jun Zhao
Knowledge Graph Embedding via Dynamic Mapping Matrix

P15-1068 [bib] [dataset]: Christopher Bryant; Hwee Tou Ng
How Far are We from Fully Automatic High Quality Grammatical Error Correction?

P15-1069 [bib]: Mihael Arcan; Marco Turchi; Paul Buitelaar
Knowledge Portability with Semantic Expansion of Ontology Labels

P15-1070 [bib]: Tristan Miller; Iryna Gurevych
Automatic disambiguation of English puns

P15-1071 [bib]: Danushka Bollegala; Takanori Maehara; Ken-ichi Kawarabayashi
Unsupervised Cross-Domain Word Representation Learning

P15-1072 [bib] [dataset]: José Camacho-Collados; Mohammad Taher Pilehvar; Roberto Navigli
A Unified Multilingual Semantic Representation of Concepts

P15-1073 [bib]: Dirk Hovy
Demographic Factors Improve Classification Performance

P15-1074 [bib]: Asad Sayeed; Stefan Fischer; Vera Demberg
Vector-space calculation of semantic surprisal for predicting word pronunciation duration

P15-1075 [bib]: Doug Downey; Chandra Bhagavatula; Yi Yang
Efficient Methods for Inferring Large Sparse Topic Hierarchies

P15-1076 [bib]: Bin Wang; Zhijian Ou; Zhiqiang Tan
Trans-dimensional Random Fields for Language Modeling

P15-1077 [bib]: Rajarshi Das; Manzil Zaheer; Chris Dyer
Gaussian LDA for Topic Models with Word Embeddings

P15-1078 [bib]: Francisco Guzmán; Shafiq Joty; Lluís Màrquez; Preslav Nakov
Pairwise Neural Machine Translation Evaluation

P15-1079 [bib]: Nina Seemann; Fabienne Braune; Andreas Maletti
String-to-Tree Multi Bottom-up Tree Transducers

P15-1080 [bib]: Shujian Huang; Huadong Chen; Xin-Yu Dai; Jiajun Chen
Non-linear Learning for Statistical Machine Translation

P15-1081 [bib] [software]: Qing Dou; Ashish Vaswani; Kevin Knight; Chris Dyer
Unifying Bayesian Inference and Vector Space Models for Improved Decipherment

P15-1082 [bib]: Antonio Valerio Miceli Barone; Giuseppe Attardi
Non-projective Dependency-based Pre-Reordering with Recurrent Neural Network for Machine Translation

P15-1083 [bib]: Dian Yu; Yulia Tyshchuk; Heng Ji; William Wallace
Detecting Deceptive Groups Using Conversations and Network Analysis

P15-1084 [bib]: Siddhartha Banerjee; Prasenjit Mitra
WikiKreator: Improving Wikipedia Stubs Automatically

P15-1085 [bib]: Chris Quirk; Raymond Mooney; Michel Galley
Language to Code: Learning Semantic Parsers for If-This-Then-That Recipes

P15-1086 [bib]: Igor Labutov; Sumit Basu; Lucy Vanderwende
Deep Questions without Deep Understanding

P15-1087 [bib]: Nguyen Vo; Arindam Mitra; Chitta Baral
The NL2KR Platform for building Natural Language Translation Systems

P15-1088 [bib]: Steffen Eger
Multiple Many-to-Many Sequence Alignment for Combining String-Valued Variables: A G2P Experiment

P15-1089 [bib]: Ke Xu; Yunqing Xia; Chin-Hui Lee
Tweet Normalization with Syllables

P15-1090 [bib]: Chen Li; Yang Liu
Improving Named Entity Recognition in Tweets via Detecting Non-Standard Words

P15-1091 [bib]: Martin Gleize; Brigitte Grau
A Unified Kernel Approach for Learning Typed Sentence Rewritings

P15-1092 [bib]: Ekaterina Shutova; Niket Tandon; Gerard de Melo
Perceptually Grounded Selectional Preferences

P15-1093 [bib]: Hiroki Ouchi; Hiroyuki Shindo; Kevin Duh; Yuji Matsumoto
Joint Case Argument Identification for Japanese Predicate Argument Structure Analysis

P15-1094 [bib]: Nghia The Pham; Germán Kruszewski; Angeliki Lazaridou; Marco Baroni
Jointly optimizing word representations for lexical and sentential tasks with the C-PHRASE model

P15-1095 [bib]: Keenon Werling; Gabor Angeli; Christopher D. Manning
Robust Subgraph Generation Improves Abstract Meaning Representation Parsing

P15-1096 [bib] [notes] [dataset]: Dipendra Kumar Misra; Kejia Tao; Percy Liang; Ashutosh Saxena
Environment-Driven Lexicon Induction for High-Level Instructions

P15-1097 [bib]: Simone Filice; Giovanni Da San Martino; Alessandro Moschitti
Structural Representations for Learning Relations between Pairs of Texts

P15-1098 [bib] [dataset]: Duyu Tang; Bing Qin; Ting Liu
Learning Semantic Representations of Users and Products for Document Level Sentiment Classification

P15-1099 [bib]: Andrew Schneider; Eduard Dragut
Towards Debugging Sentiment Lexicons

P15-1100 [bib]: Byron C. Wallace; Do Kook Choe; Eugene Charniak
Sparse, Contextually Informed Models for Irony Detection: Exploiting User Communities, Entities and Sentiment

P15-1101 [bib]: Shoushan Li; Lei Huang; Rong Wang; Guodong Zhou
Sentence-level Emotion Classification with Label and Context Dependence

P15-1102 [bib]: Rui Xia; Cheng Wang; Xin-Yu Dai; Tao Li
Co-training for Semi-supervised Sentiment Classification Based on Dual-view Bags-of-words Representation

P15-1103 [bib]: Caroline Langlet; Chloé Clavel
Improving social relationships in face-to-face human-agent interactions: when the agent wants to know user's likes and dislikes

P15-1104 [bib]: Ramón Astudillo; Silvio Amir; Wang Ling; Mario Silva; Isabel Trancoso
Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces

P15-1105 [bib]: Vinay Shashidhar; Nishant Pandey; Varun Aggarwal
Automatic Spontaneous Speech Grading: A Novel Feature Derivation Technique using the Crowd

P15-1106 [bib]: Shahab Jalalvand; Matteo Negri; Falavigna Daniele; Marco Turchi
Driving ROVER with Segment-based ASR Quality Estimation

P15-1107 [bib]: Jiwei Li; Thang Luong; Dan Jurafsky
A Hierarchical Neural Autoencoder for Paragraphs and Documents

P15-1108 [bib] [dataset]: Alexis Nasr; Carlos Ramisch; José Deulofeu; André Valli
Joint Dependency Parsing and Multiword Expression Tokenization

P15-1109 [bib]: Jie Zhou; Wei Xu
End-to-end learning of semantic role labeling using recurrent neural networks

P15-1110 [bib] [dataset]: Zhiguo Wang; Haitao Mi; Nianwen Xue
Feature Optimization for Constituent Parsing via Neural Networks

P15-1111 [bib]: Dominick Ng; James R. Curran
Identifying Cascading Errors using Constraints in Dependency Parsing

P15-1112 [bib]: Chenxi Zhu; Xipeng Qiu; Xinchi Chen; Xuanjing Huang
A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network

P15-1113 [bib]: Taro Watanabe; Eiichiro Sumita
Transition-based Neural Constituent Parsing

P15-1114 [bib]: Xian Qian; Yang Liu
Feature Selection in Kernel Space: A Case Study on Dependency Parsing

P15-1115 [bib]: Ioannis Konstas; Frank Keller
Semantic Role Labeling Improves Incremental Parsing

P15-1116 [bib]: Wolfgang Maier
Discontinuous Incremental Shift-reduce Parsing

P15-1117 [bib]: Hao Zhou; Yue Zhang; Shujian Huang; Jiajun Chen
A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing

P15-1118 [bib]: Do Kook Choe; David McClosky
Parsing Paraphrases with Joint Inference

P15-1119 [bib]: Jiang Guo; Wanxiang Che; David Yarowsky; Haifeng Wang; Ting Liu
Cross-lingual Dependency Parsing Based on Distributed Representations

P15-1120 [bib]: Marti A. Hearst
Can Natural Language Processing Become Natural Language Coaching?

P15-1121 [bib] [video]: Karthik Narasimhan; Regina Barzilay
Machine Comprehension with Discourse Relations

P15-1122 [bib] [video]: Ru Li; Juan Wu; Zhiqiang Wang; Qinghua Chai
Implicit Role Linking on Chinese Discourse: Exploiting Explicit Roles and Frame-to-Frame Relations

P15-1123 [bib] [video]: Annemarie Friedrich; Manfred Pinkal
Discourse-sensitive Automatic Identification of Generic Expressions

P15-1124 [bib] [video]: Karl Stratos; Michael Collins; Daniel Hsu
Model-based Word Embeddings from Decompositions of Count Matrices

P15-1125 [bib] [notes] [video]: Zhiting Hu; Poyao Huang; Yuntian Deng; Yingkai Gao; Eric Xing
Entity Hierarchy Embedding

P15-1126 [bib] [dataset] [software] [video]: Jeff Mitchell; Mark Steedman
Orthogonality of Syntax and Semantics within Distributional Spaces

P15-1127 [bib] [video]: Eunsol Choi; Tom Kwiatkowski; Luke Zettlemoyer
Scalable Semantic Parsing with Partial Ontologies

P15-1128 [bib] [notes] [presentation] [video]: Wen-tau Yih; Ming-Wei Chang; Xiaodong He; Jianfeng Gao
Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base

P15-1129 [bib] [video]: Yushi Wang; Jonathan Berant; Percy Liang
Building a Semantic Parser Overnight

P15-1130 [bib] [video]: Xin Wang; Yuanchao Liu; Chengjie SUN; Baoxun Wang; Xiaolong Wang
Predicting Polarities of Tweets by Composing Word Embeddings with Long Short-Term Memory

P15-1131 [bib] [video]: Thien Hai Nguyen; Kiyoaki Shirai
Topic Modeling based Sentiment Analysis on Social Media for Stock Market Prediction

P15-1132 [bib] [software] [video]: Qiao Qian; Bo Tian; Minlie Huang; Yang Liu; Xuan Zhu; Xiaoyan Zhu
Learning Tag Embeddings and Tag-specific Composition Functions in Recursive Neural Network

P15-1133 [bib] [video]: Edouard Grave; Noémie Elhadad
A convex and feature-rich discriminative approach to dependency grammar induction

P15-1134 [bib] [video]: Jason Mielens; Liang Sun; Jason Baldridge
Parse Imputation for Dependency Annotations

P15-1135 [bib] [video]: Yonatan Bisk; Julia Hockenmaier
Probing the Linguistic Strengths and Limitations of Unsupervised Grammar Induction

P15-1136 [bib] [video]: Kevin Clark; Christopher D. Manning
Entity-Centric Coreference Resolution with Model Stacking

P15-1137 [bib] [video]: Sam Wiseman; Alexander M. Rush; Stuart Shieber; Jason Weston
Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution

P15-1138 [bib] [video]: André F. T. Martins
Transferring Coreference Resolvers with Posterior Regularization

P15-1139 [bib] [video]: Viet-An Nguyen; Jordan Boyd-Graber; Philip Resnik; Kristina Miler
Tea Party in the House: A Hierarchical Ideal Point Topic Model and Its Application to Republican Legislators in the 112th Congress

P15-1140 [bib] [dataset] [video]: Dana Movshovitz-Attias; William W. Cohen
KB-LDA: Jointly Learning a Knowledge Base of Hierarchy, Relations, and Facts

P15-1141 [bib] [video]: Zhendong Zhao; Lan Du; Benjamin Börschinger; John K Pate; Massimiliano Ciaramita; Mark Steedman; Mark Johnson
A Computationally Efficient Algorithm for Learning Topical Collocation Models

P15-1142 [bib] [video]: Panupong Pasupat; Percy Liang
Compositional Semantic Parsing on Semi-Structured Tables

P15-1143 [bib] [dataset] [video]: Jonas Groschwitz; Alexander Koller; Christoph Teichmann
Graph parsing with s-graph grammars

P15-1144 [bib] [video]: Manaal Faruqui; Yulia Tsvetkov; Dani Yogatama; Chris Dyer; Noah A. Smith
Sparse Overcomplete Word Vector Representations

P15-1145 [bib] [notes] [dataset] [software] [video]: Quan Liu; Hui Jiang; Si Wei; Zhen-Hua Ling; Yu Hu
Learning Semantic Word Embeddings based on Ordinal Knowledge Constraints

P15-1146 [bib] [notes] [video]: Ellie Pavlick; Johan Bos; Malvina Nissim; Charley Beller; Benjamin Van Durme; Chris Callison-Burch
Adding Semantics to Data-Driven Paraphrasing

P15-1147 [bib] [notes] [video]: Daniel Fernández-González; André F. T. Martins
Parsing as Reduction

P15-1148 [bib] [video]: Le Quang Thang; Hiroshi Noji; Yusuke Miyao
Optimal Shift-Reduce Constituent Parsing with Structured Perceptron

P15-1149 [bib] [notes] [software] [video]: Yantao Du; Weiwei Sun; Xiaojun Wan
A Data-Driven, Factorization Parser for CCG Dependency Structures

P15-1150 [bib] [video]: Kai Sheng Tai; Richard Socher; Christopher D. Manning
Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks

P15-1151 [bib] [video]: Mingxuan Wang; Zhengdong Lu; Hang Li; Wenbin Jiang; Qun Liu
genCNN: A Convolutional Architecture for Word Sequence Prediction

P15-1152 [bib] [video]: Lifeng Shang; Zhengdong Lu; Hang Li
Neural Responding Machine for Short-Text Conversation

P15-1153 [bib] [video]: Lidong Bing; Piji Li; Yi Liao; Wai Lam; Weiwei Guo; Rebecca Passonneau
Abstractive Multi-Document Summarization via Phrase Selection and Merging

P15-1154 [bib] [video]: Giang Tran; Eelco Herder; Katja Markert
Joint Graphical Models for Date Selection in Timeline Summarization

P15-1155 [bib] [video]: Chris Kedzie; Kathleen McKeown; Fernando Diaz
Predicting Salient Updates for Disaster Summarization

P15-1156 [bib] [video]: Jey Han Lau; Alexander Clark; Shalom Lappin
Unsupervised Prediction of Acceptability Judgements

P15-1157 [bib] [video]: Oren Tsur; Dan Calacci; David Lazer
A Frame of Mind: Using Statistical Models for Detection of Framing and Agenda Setting Campaigns

P15-1158 [bib] [video]: Naho Orita; Eliana Vornov; Naomi Feldman; Hal Daumé III
Why discourse affects speakers' choice of referring expressions

P15-1159 [bib] [video]: Vlad Niculae; Srijan Kumar; Jordan Boyd-Graber; Cristian Danescu-Niculescu-Mizil
Linguistic Harbingers of Betrayal: A Case Study on an Online Strategy Game

P15-1160 [bib] [video]: Shin Kanouchi; Mamoru Komachi; Naoaki Okazaki; Eiji ARAMAKI; Hiroshi Ishikawa
Who caught a cold ? - Identifying the subject of a symptom

P15-1161 [bib] [video]: Diyi Yang; Miaomiao Wen; Carolyn Rose
Weakly Supervised Role Identification in Teamwork Interactions

P15-1162 [bib] [video]: Mohit Iyyer; Varun Manjunatha; Jordan Boyd-Graber; Hal Daumé III
Deep Unordered Composition Rivals Syntactic Methods for Text Classification

P15-1163 [bib] [video]: Jialei Wang; Ji Wan; Yongdong Zhang; Steven Hoi
SOLAR: Scalable Online Learning Algorithms for Ranking

P15-1164 [bib] [video]: Francois Rousseau; Emmanouil Kiagias; Michalis Vazirgiannis
Text Categorization as a Graph Classification Problem

P15-1165 [bib] [video]: Anders Søgaard; Željko Agić; Héctor Martínez Alonso; Barbara Plank; Bernd Bohnet; Anders Johannsen
Inverted indexing for cross-lingual NLP

P15-1166 [bib] [video]: Daxiang Dong; Hua Wu; Wei He; Dianhai Yu; Haifeng Wang
Multi-Task Learning for Multiple Language Translation

P15-1167 [bib] [software] [video]: Jianqiang Ma; Erhard Hinrichs
Accurate Linear-Time Chinese Word Segmentation via Embedding Matching

P15-1168 [bib] [video]: Xinchi Chen; Xipeng Qiu; Chenxi Zhu; Xuanjing Huang
Gated Recursive Neural Network for Chinese Word Segmentation

P15-1169 [bib] [video]: Daniel Preoţiuc-Pietro; Vasileios Lampos; Nikolaos Aletras
An analysis of the user occupational class through Twitter content

P15-1170 [bib] [video]: Dominik Wurzer; Victor Lavrenko; Miles Osborne
Tracking unbounded Topic Streams

P15-1171 [bib] [video]: Kei Uchiumi; Hiroshi Tsukahara; Daichi Mochihashi
Inducing Word and Part-of-Speech with Pitman-Yor Hidden Semi-Markov Models

P15-1172 [bib] [video]: Zhenghua Li; Jiayuan Chao; Min Zhang; Wenliang Chen
Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study

P15-1173 [bib] [video]: Sascha Rothe; Hinrich Schütze
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes

P15-1174 [bib] [video]: Yvette Graham
Improving Evaluation of Machine Translation Quality Estimation

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)

P15-2 [bib]: Entire volume

P15-2000: Front Matter

P15-2001 [bib] [dataset]: José Camacho-Collados; Mohammad Taher Pilehvar; Roberto Navigli
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets

P15-2002 [bib]: Julien Subercaze; Christophe Gravier; Frédérique Laforest
On metric embedding for boosting semantic similarity computations

P15-2003 [bib]: Tao Chen; Ruifeng Xu; Yulan He; Xuan Wang
Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering

P15-2004 [bib]: Nghia The Pham; Angeliki Lazaridou; Marco Baroni
A Multitask Objective to Inject Lexical Contrast into Distributional Semantics

P15-2005 [bib]: Shoushan Li; Lei Huang; Jingjing Wang; Guodong Zhou
Semi-Stacking for Semi-supervised Sentiment Classification

P15-2006 [bib]: Min Yang
Deep Markov Neural Network for Sequential Data Classification

P15-2007 [bib] [dataset]: Yinfei Yang; Yaowei Yan; Minghui Qiu; Forrest Bao
Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews

P15-2008 [bib]: Matt Taddy
Document Classification by Inversion of Distributed Language Representations

P15-2009 [bib]: Zhongyu Wei; Yang Liu; Chen Li; Wei Gao
Using Tweets to Help Sentence Compression for News Highlights Generation

P15-2010 [bib] [notes]: Ellie Pavlick; Juri Ganitkevitch; Tsz Ping Chan; Xuchen Yao; Benjamin Van Durme; Chris Callison-Burch
Domain-Specific Paraphrase Extraction

P15-2011 [bib]: Goran Glavaš; Sanja Štajner
Simplifying Lexical Simplification: Do We Need Simplified Corpora?

P15-2012 [bib]: Romina Altamirano; Thiago Ferreira; Ivandré Paraboni; Luciana Benotti
Zoom: a corpus of natural language descriptions of map locations

P15-2013 [bib]: Ivandré Paraboni; Michelle Galindo; Douglas Iacovelli
Generating overspecified referring expressions: the role of discrimination

P15-2014 [bib]: Ina Roesiger; Arndt Riester
Using prosodic annotations to improve coreference resolution of spoken text

P15-2015 [bib]: Robert Fisher; Reid Simmons
Spectral Semi-Supervised Discourse Relation Classification

P15-2016 [bib]: Ajda Gokcen; Marie-Catherine de Marneffe
I do not disagree: leveraging monolingual alignment to detect disagreement in dialogue

P15-2017 [bib]: Jacob Devlin; Hao Cheng; Hao Fang; Saurabh Gupta; Li Deng; Xiaodong He; Geoffrey Zweig; Margaret Mitchell
Language Models for Image Captioning: The Quirks and What Works

P15-2018 [bib] [notes]: Semih Yagcioglu; Erkut Erdem; Aykut Erdem; Ruket Cakici
A Distributed Representation Based Query Expansion Approach for Image Captioning

P15-2019 [bib] [notes]: Grzegorz Chrupała; Àkos Kádár; Afra Alishahi
Learning language through pictures

P15-2020 [bib]: Douwe Kiela; Laura Rimell; Ivan Vulić; Stephen Clark
Exploiting Image Generality for Lexical Entailment Detection

P15-2021 [bib]: Yulia Tsvetkov; Chris Dyer
Lexicon Stratification for Translating Out-of-Vocabulary Words

P15-2022 [bib]: Heng Yu; Xuan Zhu
Recurrent Neural Network based Rule Sequence Model for Statistical Machine Translation

P15-2023 [bib]: Sho Hoshino; Yusuke Miyao; Katsuhito Sudoh; Katsuhiko Hayashi; Masaaki Nagata
Discriminative Preordering Meets Kendall's Tau Maximization

P15-2024 [bib]: Takuya Matsuzaki; Akira Fujita; Naoya Todo; Noriko H. Arai
Evaluating Machine Translation Systems with Second Language Proficiency Tests

P15-2025 [bib]: Boxing Chen; Hongyu Guo
Representation Based Translation Evaluation Metrics

P15-2026 [bib] [software]: Rajen Chatterjee; Marion Weller; Matteo Negri; Marco Turchi
Exploring the Planet of the APEs: a Comparative Study of State-of-the-art Methods for MT Automatic Post-Editing

P15-2027 [bib]: Jiatao Gu; Victor O.K. Li
Efficient Learning for Undirected Topic Models

P15-2028 [bib]: Jianfei Yu; Jing Jiang
A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features

P15-2029 [bib]: Mingbo Ma; Liang Huang; Bowen Zhou; Bing Xiang
Dependency-based Convolutional Neural Networks for Sentence Embedding

P15-2030 [bib]: Zsolt Bitvai; Trevor Cohn
Non-Linear Text Regression with a Deep Convolutional Neural Network

P15-2031 [bib]: Jun Suzuki; Masaaki Nagata
A Unified Learning Framework of Skip-Grams and Global Vectors

P15-2032 [bib]: Young-Bum Kim; Karl Stratos; Ruhi Sarikaya
Pre-training of Hidden-Unit CRFs

P15-2033 [bib]: Aliaksei Severyn; Massimo Nicosia; Gianni Barlacchi; Alessandro Moschitti
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles

P15-2034 [bib] [dataset]: Robert Östling
Word Order Typology through Multilingual Word Alignment

P15-2035 [bib]: Masoud Rouhizadeh; Emily Prud'hommeaux; Jan van Santen; Richard Sproat
Measuring idiosyncratic interests in children with autism

P15-2036 [bib]: Meghana Kshirsagar; Sam Thomson; Nathan Schneider; Jaime Carbonell; Noah A. Smith; Chris Dyer
Frame-Semantic Role Labeling with Heterogeneous Annotations

P15-2037 [bib]: Sheng Zhang; Yansong Feng; Songfang Huang; Kun Xu; Zhe Han; Dongyan Zhao
Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases

P15-2038 [bib]: Douwe Kiela; Luana Bulat; Stephen Clark
Grounding Semantics in Olfactory Perception

P15-2039 [bib]: Takaaki Tanaka; Masaaki Nagata
Word-based Japanese typed dependency parsing with grammatical function analysis

P15-2040 [bib]: Rudolf Rosa; Zdenek Zabokrtsky
KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer

P15-2041 [bib]: Wenduan Xu; Michael Auli; Stephen Clark
CCG Supertagging with a Recurrent Neural Network

P15-2042 [bib]: Carlos Gómez-Rodríguez; Daniel Fernández-González
An Efficient Dynamic Oracle for Unrestricted Non-Projective Parsing

P15-2043 [bib]: Fei Cheng; Kevin Duh; Yuji Matsumoto
Synthetic Word Parsing Improves Chinese Word Segmentation

P15-2044 [bib]: Željko Agić; Dirk Hovy; Anders Søgaard
If all you have is a bit of the Bible: Learning POS taggers for truly low-resource languages

P15-2045 [bib]: Roland Roller; Eneko Agirre; Aitor Soroa; Mark Stevenson
Improving distant supervision using inference learning

P15-2046 [bib]: Ying Xu; Christoph Ringlstetter; Mi-young Kim; Grzegorz Kondrak; Randy Goebel; Yusuke Miyao
A Lexicalized Tree Kernel for Open Information Extraction

P15-2047 [bib]: Yang Liu; Furu Wei; Sujian Li; Heng Ji; Ming Zhou; Houfeng WANG
A Dependency-Based Neural Network for Relation Classification

P15-2048 [bib]: Dani Yogatama; Daniel Gillick; Nevena Lazic
Embedding Methods for Fine Grained Entity Type Classification

P15-2049 [bib]: Jennifer D'Souza; Vincent Ng
Sieve-Based Entity Linking for the Biomedical Domain

P15-2050 [bib]: Gabriel Stanovsky; Ido Dagan; Mausam
Open IE as an Intermediate Structure for Semantic Tasks

P15-2051 [bib]: Yaqin Yang; Yalin Liu; Nianwen Xue
Recovering dropped pronouns from Chinese text messages

P15-2052 [bib]: Rob Voigt; Dan Jurafsky
The Users Who Say 'Ni': Audience Identification in Chinese-language Restaurant Reviews

P15-2053 [bib]: Chen Chen; Vincent Ng
Chinese Zero Pronoun Resolution: A Joint Unsupervised Discourse-Aware Model Rivaling State-of-the-Art Resolvers

P15-2054 [bib]: Yu Weiren; Julie McCann
Co-Simmate: Quick Retrieving All Pairwise Co-Simrank Scores

P15-2055 [bib]: Yiannos Stathopoulos; Simone Teufel
Retrieval of Research-level Mathematical Information Needs: A Test Collection and Technical Terminology Experiment

P15-2056 [bib]: Zhenzhong Zhang; Le Sun; Xianpei Han
Learning to Mine Query Subtopics from Query Log

P15-2057 [bib]: Linmei Hu; Xuzhong Wang; Mengdi Zhang; Juanzi Li; Xiaoli Li; Chao Shao; Jie Tang; Yongbin Liu
Learning Topic Hierarchies for Wikipedia Categories

P15-2058 [bib]: Peng Wang; Jiaming Xu; Bo Xu; Chenglin Liu; Heng Zhang; Fangyuan Wang; Hongwei Hao
Semantic Clustering and Convolutional Neural Network for Short Text Categorization

P15-2059 [bib]: Egoitz Laparra; Itziar Aldabe; German Rigau
Document Level Time-anchoring for TimeLine Extraction

P15-2060 [bib]: Thien Huu Nguyen; Ralph Grishman
Event Detection and Domain Adaptation with Convolutional Neural Networks

P15-2061 [bib] [notes]: Ofer Bronstein; Ido Dagan; Qi Li; Heng Ji; Anette Frank
Seed-Based Event Trigger Labeling: How far can event descriptions get us?

P15-2062 [bib]: Nanyun Peng; Mo Yu; Mark Dredze
An Empirical Study of Chinese Name Matching and Applications

P15-2063 [bib]: Kenneth Heafield; Rohan Kshirsagar; Santiago Barona
Language Identification and Modeling in Specialized Hardware

P15-2064 [bib]: Ayah Zirikly; Masato Hagiwara
Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora

P15-2065 [bib]: Kai Liu; Hua Wang
Robust Multi-Relational Clustering via L1-Norm Symmetric Nonnegative Matrix Factorization

P15-2066 [bib]: Sajib Dasgupta
Painless Labeling with Application to Text Mining

P15-2067 [bib]: Ellie Pavlick; Travis Wolfe; Pushpendre Rastogi; Chris Callison-Burch; Mark Dredze; Benjamin Van Durme
FrameNet+: Fast Paraphrastic Tripling of FrameNet

P15-2068 [bib]: Matthias Liebeck; Stefan Conrad
IWNLP: Inverse Wiktionary for Natural Language Processing

P15-2069 [bib]: Ran Levy; Liat Ein-Dor; Shay Hummel; Ruty Rinott; Noam Slonim
TR9856: A Multi-word Term Relatedness Benchmark

P15-2070 [bib] [notes]: Ellie Pavlick; Pushpendre Rastogi; Juri Ganitkevitch; Benjamin Van Durme; Chris Callison-Burch
PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification

P15-2071 [bib]: Alina Maria Ciobanu; Liviu P. Dinu
Automatic Discrimination between Cognates and Borrowings

P15-2072 [bib] [notes]: Dallas Card; Amber E. Boydstun; Justin H. Gross; Philip Resnik; Noah A. Smith
The Media Frames Corpus: Annotations of Frames Across Issues

P15-2073 [bib]: Michel Galley; Chris Brockett; Alessandro Sordoni; Yangfeng Ji; Michael Auli; Chris Quirk; Margaret Mitchell; Jianfeng Gao; Bill Dolan
deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets

P15-2074 [bib]: Minghua Nuo; Huidan Liu; Congjun Long; Jian Wu
Tibetan Unknown Word Identification from News Corpora for Supporting Lexicon-based Tibetan Word Segmentation

P15-2075 [bib]: Tong Wang; Abdelrahman Mohamed; Graeme Hirst
Learning Lexical Embeddings with Syntactic and Lexicographic Knowledge

P15-2076 [bib]: Manaal Faruqui; Chris Dyer
Non-distributional Word Vector Representations

P15-2077 [bib] [dataset]: Olivier Ferret
Early and Late Combinations of Criteria for Reranking Distributional Thesauri

P15-2078 [bib]: Kristina Gulordava; Paola Merlo; Benoit Crabbé
Dependency length minimisation effects in short spans: a large-scale analysis of adjective placement in complex noun phrases

P15-2079 [bib]: Dirk Hovy; Anders Søgaard
Tagging Performance Correlates with Author Age

P15-2080 [bib]: Weizheng Chen; Jinpeng Wang; Yan Zhang; Hongfei Yan; Xiaoming Li
User Based Aggregation for Biterm Topic Model

P15-2081 [bib] [software]: ShiLiang Zhang; Hui Jiang; MingBin Xu; JunFeng Hou; LiRong Dai
The Fixed-Size Ordinally-Forgetting Encoding Method for Neural Network Language Models

P15-2082 [bib]: Khaled Aldebei; Xiangjian He; Jie Yang
Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model

P15-2083 [bib]: Tong Wang; Vish Viswanath; Ping Chen
Extended Topic Model for Word Dependency

P15-2084 [bib]: Piotr Mirowski; Andreas Vlachos
Dependency Recurrent Neural Language Models for Sentence Completion

P15-2085 [bib]: Michal Lukasik; Trevor Cohn; Kalina Bontcheva
Point Process Modelling of Rumour Dynamics in Social Media

P15-2086 [bib]: Min Xiao; Yuhong Guo
Learning Hidden Markov Models with Distributed State Representations for Domain Adaptation

P15-2087 [bib]: Marco Turchi; Matteo Negri; Marcello Federico
MT Quality Estimation for Computer-assisted Translation: Does it Really Help?

P15-2088 [bib]: Baotian Hu; Zhaopeng Tu; Zhengdong Lu; Hang Li; Qingcai Chen
Context-Dependent Translation Selection Using Convolutional Neural Network

P15-2089 [bib]: jingyi zhang; Masao Utiyama; Eiichro Sumita; Hai Zhao
Learning Word Reorderings for Hierarchical Phrase-based Statistical Machine Translation

P15-2090 [bib]: Malte Nuhn; Julian Schamper; Hermann Ney
UNRAVEL—A Decipherment Toolkit

P15-2091 [bib]: Benjamin Marie; Aurélien Max
Multi-Pass Decoding With Complex Feature Guidance for Statistical Machine Translation

P15-2092 [bib]: Marlies van der Wees; Arianna Bisazza; Wouter Weerkamp; Christof Monz
What’s in a Domain? Analyzing Genre and Topic Differences in Statistical Machine Translation

P15-2093 [bib]: Tianze Shi; Zhiyuan Liu; Yang Liu; Maosong Sun
Learning Cross-lingual Word Embeddings via Matrix Co-factorization

P15-2094 [bib]: Akiva Miura; Graham Neubig; Sakriani Sakti; Tomoki Toda; Satoshi Nakamura
Improving Pivot Translation by Remembering the Pivot

P15-2095 [bib]: Xiaojun Wan; Yue Hu
BrailleSUM: A News Summarization System for the Blind and Visually Impaired People

P15-2096 [bib]: Anggi Maulidyani; Ruli Manurung
Automatic Identification of Age-Appropriate Ratings of Song Lyrics

P15-2097 [bib] [dataset] [software]: Courtney Napoles; Keisuke Sakaguchi; Matt Post; Joel Tetreault
Ground Truth for Grammatical Error Correction Metrics

P15-2098 [bib]: Xinlei Shi; Junjie Zhai; Xudong Yang; Zehua Xie; Chao Liu
Radical Embedding: Delving Deeper to Chinese Radicals

P15-2099 [bib]: Chak Yan Yeung; John Lee
Automatic Detection of Sentence Fragments

P15-2100 [bib]: Aditya Joshi; Abhijit Mishra; Balamurali AR; Pushpak Bhattacharyya; Mark J Carman
A Computational Approach to Automatic Prediction of Drunk-Texting

P15-2101 [bib] [dataset]: Yusheng Xie; Pranjal Daga; Yu Cheng; Kunpeng Zhang; Ankit Agrawal; Alok Choudhary
Reducing infrequent-token perplexity via variational corpora

P15-2102 [bib]: Yanran Li; Wenjie Li; Sujian Li
A Hierarchical Knowledge Representation for Expert Finding on Social Media

P15-2103 [bib]: Rui Yan; Xiang Li; Mengwen Liu; Xiaohua Hu
Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization

P15-2104 [bib]: Afshin Rahimi; Trevor Cohn; Timothy Baldwin
Twitter User Geolocation Using a Unified Text and Network Prediction Model

P15-2105 [bib] [dataset]: Luis Marujo; Wang Ling; Isabel Trancoso; Chris Dyer; Alan W Black; Anatole Gershman; David Martins de Matos; João Neto; Jaime Carbonell
Automatic Keyword Extraction on Twitter

P15-2106 [bib]: Jihen Karoui; Benamara Farah; Véronique MORICEAU; Nathalie Aussenac-Gilles; Lamia Hadrich-Belguith
Towards a Contextual Pragmatic Model to Detect Irony in Tweets

P15-2107 [bib]: Fan Zhang; Kui Xu
Annotation and Classification of an Email Importance Corpus

P15-2108 [bib] [software]: Luchen Tan; Haotian Zhang; Charles Clarke; Mark Smucker
Lexical Comparison Between Wikipedia and Twitter Corpora by Using Word Embeddings

P15-2109 [bib]: Dakui Zhang; Yu Mao; Yang Liu; Hanshi Wang; Chuyuan Wei; Shiping Tang
The Discovery of Natural Typing Annotations: User-produced Potential Chinese Word Delimiters

P15-2110 [bib] [dataset]: Tao Ge; Heng Ji; Baobao Chang; Zhifang Sui
One Tense per Scene: Predicting Tense in Chinese Conversations

P15-2111 [bib]: John Sylak-Glassman; Christo Kirov; David Yarowsky; Roger Que
A Language-Independent Feature Schema for Inflectional Morphology

P15-2112 [bib]: Boris Galitsky; Dmitry Ilvovsky; Sergey O. Kuznetsov
Rhetoric Map of an Answer to Compound Queries

P15-2113 [bib]: Alberto Barrón-Cedeño; Simone Filice; Giovanni Da San Martino; Shafiq Joty; Lluís Màrquez; Preslav Nakov; Alessandro Moschitti
Thread-Level Information for Comment Classification in Community Question Answering

P15-2114 [bib]: Cicero dos Santos; Luciano Barbosa; Dasha Bogdanova; Bianca Zadrozny
Learning Hybrid Representations to Retrieve Semantically Equivalent Questions

P15-2115 [bib]: Hai Wang; Mohit Bansal; Kevin Gimpel; David McAllester
Machine Comprehension with Syntax, Frames, and Semantics

P15-2116 [bib]: Di Wang; Eric Nyberg
A Long Short-Term Memory Model for Answer Sentence Selection in Question Answering

P15-2117 [bib]: Xiaoqiang Zhou; Baotian Hu; Qingcai Chen; Buzhou Tang; Xiaolong Wang
Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering

P15-2118 [bib]: Ivan Vulić; Marie-Francine Moens
Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction

P15-2119 [bib]: Dana Rubinstein; Effi Levi; Roy Schwartz; Ari Rappoport
How Well Do Distributional Models Capture Different Types of Semantic Knowledge?

P15-2120 [bib]: Daniel Fried; Tamara Polajnar; Stephen Clark
Low-Rank Tensors for Verbs in Compositional Distributional Semantics

P15-2121 [bib]: Wei Lu
Constrained Semantic Forests for Improved Discriminative Semantic Parsing

P15-2122 [bib]: Shohini Bhattasali; Jeremy Cytryn; Elana Feldman; Joonsuk Park
Automatic Identification of Rhetorical Questions

P15-2123 [bib] [notes] [dataset]: Zhiyuan Chen; Nianzu Ma; Bing Liu
Lifelong Learning for Sentiment Classification

P15-2124 [bib]: Aditya Joshi; Vinita Sharma; Pushpak Bhattacharyya
Harnessing Context Incongruity for Sarcasm Detection

P15-2125 [bib] [poster]: Zhongqing Wang; Sophia Lee; Shoushan Li; Guodong Zhou
Emotion Detection in Code-switching Texts via Bilingual and Sentimental Information

P15-2126 [bib]: Mohammad Al Boni; Keira Zhou; Hongning Wang; Matthew S. Gerber
Model Adaptation for Personalized Opinion Analysis

P15-2127 [bib]: Yung-Chun Chang; Cen-Chieh Chen; Yu-lun Hsieh; Chien Chin Chen; Wen-Lian Hsu
Linguistic Template Extraction for Recognizing Reader-Emotion and Emotional Resonance Writing Assistance

P15-2128 [bib]: Patrik Lambert
Aspect-Level Cross-lingual Sentiment Classification with Constrained SMT

P15-2129 [bib]: Liang-Chih Yu; Jin Wang; K. Robert Lai; Xue-jie Zhang
Predicting Valence-Arousal Ratings of Words Using a Weighted Graph Method

P15-2130 [bib]: Nikola Mrkšić; Diarmuid Ó Séaghdha; Blaise Thomson; Milica Gasic; Pei-Hao Su; David Vandyke; Tsung-Hsien Wen; Steve Young
Multi-domain Dialog State Tracking using Recurrent Neural Networks

P15-2131 [bib]: Wendong Ge; Bo Xu
Dialogue Management based on Sentence Clustering

P15-2132 [bib]: Young-Bum Kim; Karl Stratos; Xiaohu Liu; Ruhi Sarikaya
Compact Lexicon Selection with Spectral Methods

P15-2133 [bib]: Nikolina Koleva; Martin Villalba; Maria Staudte; Alexander Koller
The Impact of Listener Gaze on Predicting Reference Resolution

P15-2134 [bib]: Changsu Lee; Youngjoong Ko; Jungyun Seo
A Simultaneous Recognition Framework for the Spoken Language Understanding Module of Intelligent Personal Assistant Software on Smart Phones

P15-2135 [bib]: Sanja Štajner; Hannah Bechara; Horacio Saggion
A Deeper Exploration of the Standard PB-SMT Approach to Text Simplification and its Evaluation

P15-2136 [bib]: Ziqiang Cao; Furu Wei; Sujian Li; Wenjie Li; Ming Zhou; Houfeng WANG
Learning Summary Prior Representation for Extractive Summarization

P15-2137 [bib]: Sandro Bauer; Simone Teufel
A Methodology for Evaluating Timeline Generation Algorithms based on Deep Semantic Units

P15-2138 [bib]: Natalie Schluter; Anders Søgaard
Unsupervised extractive summarization via coverage maximization with syntactic and semantic concepts

P15-2139 [bib]: Long Duong; Trevor Cohn; Steven Bird; Paul Cook
Low Resource Dependency Parsing: Cross-lingual Parameter Sharing in a Neural Network Parser

P15-2140 [bib]: Yuichiro Sawai; Hiroyuki Shindo; Yuji Matsumoto
Semantic Structure Analysis of Noun Phrases using Abstract Meaning Representation

P15-2141 [bib]: Chuan Wang; Nianwen Xue; Sameer Pradhan
Boosting Transition-based AMR Parsing with Refined Actions and Auxiliary Analyzers

P15-2142 [bib]: Jan Buys; Phil Blunsom
Generative Incremental Dependency Parsing with Neural Networks

P15-2143 [bib]: Yonatan Bisk; Christos Christodoulopoulos; Julia Hockenmaier
Labeled Grammar Induction with Minimal Supervision

P15-2144 [bib]: Alireza Nourian; Mohammad Sadegh Rasooli; Mohsen Imany; Heshaam Faili
On the Importance of Ezafe Construction in Persian Parsing

Proceedings of the ACL-IJCNLP 2015 Student Research Workshop

P15-3 [bib]: Entire volume

P15-3000: Front Matter

P15-3001 [bib] [presentation] [poster]: Yun-Nung Chen
Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogue Systems

P15-3002 [bib]: Xiao Pu; Laura Mascarell; Andrei Popescu-Belis; Mark Fishel; Ngoc-Quang Luong; Martin Volk
Leveraging Compounds to Improve Noun Phrase Translation from Chinese and German

P15-3003 [bib]: Gregor Weiss
Learning Representations for Text-level Discourse Parsing

P15-3004 [bib]: Alper Tokgöz; Gülşen Eryiğit
Transition-based Dependency DAG Parsing Using Dynamic Oracles

P15-3005 [bib]: Yoshiaki Kitagawa; Mamoru Komachi; Eiji Aramaki; Naoaki Okazaki; Hiroshi Ishikawa
Disease Event Detection based on Deep Modality Analysis

P15-3006 [bib]: Tomoyuki Kajiwara; Kazuhide Yamamoto
Evaluation Dataset and System for Japanese Lexical Simplification

P15-3007 [bib]: Wei-Te Chen
Learning to Map Dependency Parses to Abstract Meaning Representations

Proceedings of ACL-IJCNLP 2015 System Demonstrations

P15-4 [bib]: Entire volume

P15-4000: Front Matter

P15-4001 [bib]: Renlong Ai; Feiyu Xu
A System Demonstration of a Framework for Computer Assisted Pronunciation Training

P15-4002 [bib]: Francis Bond; Luís Morgado da Costa; Tuan Anh
IMI –- A Multilingual Semantic Annotation Environment

P15-4003 [bib]: Erik-Lân Do Dinh; Richard Eckart de Castilho; Iryna Gurevych
In-tool Learning for Selective Manual Annotation in Large Corpora

P15-4004 [bib]: Simone Filice; Giuseppe Castellucci; Danilo Croce; Roberto Basili
KeLP: a Kernel-based Learning Platform for Natural Language Processing

P15-4005 [bib]: Markus Gärtner; Katrin Schweitzer; Kerstin Eckart; Jonas Kuhn
Multi-modal Visualization and Search for Text and Prosody Annotations

P15-4006 [bib]: Mena Habib; Maurice van Keulen
NEED4Tweet: A Twitterbot for Tweets Named Entity Extraction and Disambiguation

P15-4007 [bib]: Benjamin Heinzerling; Michael Strube
Visual Error Analysis for Entity Linking

P15-4008 [bib]: Leonhard Hennig; Hong Li; Sebastian Krause; Feiyu Xu; Hans Uszkoreit
A Web-based Collaborative Evaluation Tool for Automatically Learned Relation Extraction Patterns

P15-4009 [bib]: Lun-Wei Ku; Shafqat Mumtaz Virk; Yann-Huei Lee
A Dual-Layer Semantic Role Labeling System

P15-4010 [bib]: Janna Lipenkova
A system for fine-grained aspect-based sentiment analysis of Chinese

P15-4011 [bib]: Sebastian Martschat; Patrick Claus; Michael Strube
Plug Latent Structures and Play Coreference Resolution

P15-4012 [bib]: Thilo Michael; Alan Akbik
SCHNAPPER: A Web Toolkit for Exploratory Relation Extraction

P15-4013 [bib]: Luís Morgado da Costa; Francis Bond
OMWEdit - The Integrated Open Multilingual Wordnet Editing System

P15-4014 [bib]: Alessandro Moschitti; Massimo Nicosia; Gianni Barlacchi
SACRY: Syntax-based Automatic Crossword puzzle Resolution sYstem

P15-4015 [bib]: Gustavo Paetzold; Lucia Specia
LEXenstein: A Framework for Lexical Simplification

P15-4016 [bib]: Sampo Pyysalo; Jorge Campos; Juan Miguel Cejuela; Filip Ginter; Kai Hakala; Chen Li; Pontus Stenetorp; Lars Juhl Jensen
Sharing annotations better: RESTful Open Annotation

P15-4017 [bib]: Stelios Piperidis; Dimitrios Galanis; Juli Bakagianni; Sokratis Sofianopoulos
A Data Sharing and Annotation Service Infrastructure

P15-4018 [bib]: Eugen Ruppert; Manuel Kaufmann; Martin Riedl; Chris Biemann
JoBimViz: A Web-based Visualization for Graph-based Distributional Semantic Models

P15-4019 [bib]: Misa Sato; Kohsuke Yanai; Toshinori Miyoshi; Toshihiko Yanase; Makoto Iwayama; Qinghua Sun; Yoshiki Niwa
End-to-end Argument Generation System in Debating

P15-4020 [bib]: Lucia Specia; Gustavo Paetzold; Carolina Scarton
Multi-level Translation Quality Prediction with QuEst++

P15-4021 [bib]: David Steele; Lucia Specia
WA-Continuum: Visualising Word Alignments across Multiple Parallel Sentences Simultaneously

P15-4022 [bib]: Marco A. Valenzuela-Escárcega; Gus Hahn-Powell; Mihai Surdeanu; Thomas Hicks
A Domain-independent Rule-based Framework for Event Extraction

P15-4023 [bib]: Zhaohui Wu; Chen Liang; C. Lee Giles
Storybase: Towards Building a Knowledge Base for News Events

P15-4024 [bib]: Tzu-Hsi Yen; Jian-Cheng Wu; Jim Chang; Joanne Boisson; Jason Chang
WriteAhead: Mining Grammar Patterns in Corpora for Assisted Writing

P15-4025 [bib]: Jingbo Zhu; Muhua Zhu; Qiang Wang; Tong Xiao
NiuParser: A Chinese Syntactic and Semantic Parsing Toolkit

Tutorials

P15-5 [bib]: Entire volume

P15-5000: Front Matter

P15-5001 [bib]: Jiawei Han; Heng Ji; Yizhou Sun
Successful Data Mining Methods for NLP

P15-5002 [bib]: Matthew R. Gormley; Jason Eisner
Structured Belief Propagation for NLP

P15-5003 [bib]: Owen Rambow; Janyce Wiebe
Sentiment and Belief: How to Think about, Represent, and Annotate Private States

P15-5004 [bib]: Octavian Popescu; Patrick Hanks; Elisabetta Jezek; Daisuke Kawahara
Corpus Patterns for Semantic Processing

P15-5005 [bib]: Guillaume Bouchard; Jason Naradowsky; Sebastian Riedel; Tim Rocktäschel; Andreas Vlachos
Matrix and Tensor Factorization Methods for Natural Language Processing

P15-5006 [bib]: Liang Huang; Kai Zhao
Scalable Large-Margin Structured Learning: Theory and Algorithms

P15-5007 [bib]: Arjun Mukherjee
Detecting Deceptive Opinion Spam using Linguistics, Behavioral and Statistical Modeling

P15-5008 [bib]: Chu-Ren Huang
What You Need to Know about Chinese for Chinese Language Processing