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Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers)
Proceedings of the IJCNLP 2017, System Demonstrations
Proceedings of the IJCNLP 2017, Shared Tasks
Proceedings of the IJCNLP 2017, Tutorial Abstracts

Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

I17-1 [bib]: Entire volume

I17-1000: Front Matter

I17-1001 [bib]: Yonatan Belinkov; Lluís Màrquez; Hassan Sajjad; Nadir Durrani; Fahim Dalvi; James Glass
Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks

I17-1002 [bib]: Kehai Chen; Rui Wang; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao
Context-Aware Smoothing for Neural Machine Translation

I17-1003 [bib] [dataset]: An Nguyen Le; Ander Martinez; Akifumi Yoshimoto; Yuji Matsumoto
Improving Sequence to Sequence Neural Machine Translation by Utilizing Syntactic Dependency Information

I17-1004 [bib]: Hamidreza Ghader; Christof Monz
What does Attention in Neural Machine Translation Pay Attention to?

I17-1005 [bib]: Masahiro Kaneko; Yuya Sakaizawa; Mamoru Komachi
Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings

I17-1006 [bib]: Yue Zhang; Zhenghua Li; Jun Lang; Qingrong Xia; Min Zhang
Dependency Parsing with Partial Annotations: An Empirical Comparison

I17-1007 [bib]: Xuezhe Ma; Eduard Hovy
Neural Probabilistic Model for Non-projective MST Parsing

I17-1008 [bib]: Noriki Nishida; Hideki Nakayama
Word Ordering as Unsupervised Learning Towards Syntactically Plausible Word Representations

I17-1009 [bib]: Tomoyuki Kajiwara; Mamoru Komachi; Daichi Mochihashi
MIPA: Mutual Information Based Paraphrase Acquisition via Bilingual Pivoting

I17-1010 [bib]: Quynh Ngoc Thi Do; Steven Bethard; Marie-Francine Moens
Improving Implicit Semantic Role Labeling by Predicting Semantic Frame Arguments

I17-1011 [bib]: Alice Lai; Yonatan Bisk; Julia Hockenmaier
Natural Language Inference from Multiple Premises

I17-1012 [bib]: Wei-Chung Wang; Lun-Wei Ku
Enabling Transitivity for Lexical Inference on Chinese Verbs Using Probabilistic Soft Logic

I17-1013 [bib]: Marcin Junczys-Dowmunt; Roman Grundkiewicz
An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing

I17-1014 [bib]: Desmond Elliott; Àkos Kádár
Imagination Improves Multimodal Translation

I17-1015 [bib]: Fahim Dalvi; Nadir Durrani; Hassan Sajjad; Yonatan Belinkov; Stephan Vogel
Understanding and Improving Morphological Learning in the Neural Machine Translation Decoder

I17-1016 [bib]: Jingyi Zhang; Masao Utiyama; Eiichro Sumita; Graham Neubig; Satoshi Nakamura
Improving Neural Machine Translation through Phrase-based Forced Decoding

I17-1017 [bib]: Chunqi Wang; Bo Xu
Convolutional Neural Network with Word Embeddings for Chinese Word Segmentation

I17-1018 [bib] [software]: Yan Shao; Christian Hardmeier; Jörg Tiedemann; Joakim Nivre
Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF

I17-1019 [bib]: Shen Huang; Xu Sun; Houfeng Wang
Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure

I17-1020 [bib] [dataset]: S Vishal; Mohit Yadav; Lovekesh Vig; Gautam Shroff
Information Bottleneck Inspired Method For Chat Text Segmentation

I17-1021 [bib]: Su Wang; Stephen Roller; Katrin Erk
Distributional Modeling on a Diet: One-shot Word Learning from Text Only

I17-1022 [bib]: Joohee Park; Sung-Hyon Myaeng
A Computational Study on Word Meanings and Their Distributed Representations via Polymodal Embedding

I17-1023 [bib]: Michal Konkol; Tomáš Brychcín; Michal Nykl; Tomáš Hercig
Geographical Evaluation of Word Embeddings

I17-1024 [bib]: Yixin Cao; Jiaxin Shi; Juanzi Li; Zhiyuan Liu; Chengjiang Li
On Modeling Sense Relatedness in Multi-prototype Word Embedding

I17-1025 [bib]: Ryu Takeda; Kazunori Komatani
Unsupervised Segmentation of Phoneme Sequences based on Pitman-Yor Semi-Markov Model using Phoneme Length Context

I17-1026 [bib]: Ye Zhang; Byron Wallace
A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification

I17-1027 [bib]: Hiroki Teranishi; Hiroyuki Shindo; Yuji Matsumoto
Coordination Boundary Identification with Similarity and Replaceability

I17-1028 [bib]: Olivier Ferret
Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion

I17-1029 [bib]: Luis Nieto Piña; Richard Johansson
Training Word Sense Embeddings With Lexicon-based Regularization

I17-1030 [bib] [notes]: Fernando Alva-Manchego; Joachim Bingel; Gustavo Paetzold; Carolina Scarton; Lucia Specia
Learning How to Simplify From Explicit Labeling of Complex-Simplified Text Pairs

I17-1031 [bib]: Or Biran; Kathleen McKeown
Domain-Adaptable Hybrid Generation of RDF Entity Descriptions

I17-1032 [bib]: Seyedamin Pouriyeh; Mehdi Allahyari; Krzysztof Kochut; Gong Cheng; Hamid Reza Arabnia
ES-LDA: Entity Summarization using Knowledge-based Topic Modeling

I17-1033 [bib]: Atsushi Ushiku; Hayato Hashimoto; Atsushi Hashimoto; Shinsuke Mori
Procedural Text Generation from an Execution Video

I17-1034 [bib]: Ling Gan; Houyu Gong
Text Sentiment Analysis based on Fusion of Structural Information and Serialization Information

I17-1035 [bib]: Peter Potash; Robin Bhattacharya; Anna Rumshisky
Length, Interchangeability, and External Knowledge: Observations from Predicting Argument Convincingness

I17-1036 [bib]: Shaoyang Duan; Ruifang He; Wenli Zhao
Exploiting Document Level Information to Improve Event Detection via Recurrent Neural Networks

I17-1037 [bib]: Boliang Zhang; Di Lu; Xiaoman Pan; Ying Lin; Halidanmu Abudukelimu; Heng Ji; Kevin Knight
Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging

I17-1038 [bib]: Inguna Skadina; Mārcis Pinnis
NMT or SMT: Case Study of a Narrow-domain English-Latvian Post-editing Project

I17-1039 [bib]: Yining Wang; Yang Zhao; Jiajun Zhang; Chengqing Zong; Zhengshan Xue
Towards Neural Machine Translation with Partially Aligned Corpora

I17-1040 [bib]: Shibamouli Lahiri; V.G.Vinod Vydiswaran; Rada Mihalcea
Identifying Usage Expression Sentences in Consumer Product Reviews

I17-1041 [bib]: Masayuki Asahara; Sachi Kato
Between Reading Time and Syntactic/Semantic Categories

I17-1042 [bib]: Abbas Ghaddar; Phillippe Langlais
WiNER: A Wikipedia Annotated Corpus for Named Entity Recognition

I17-1043 [bib]: Egor Lakomkin; Cornelius Weber; Sven Magg; Stefan Wermter
Reusing Neural Speech Representations for Auditory Emotion Recognition

I17-1044 [bib]: Andros Tjandra; Sakriani Sakti; Satoshi Nakamura
Local Monotonic Attention Mechanism for End-to-End Speech And Language Processing

I17-1045 [bib]: Giancarlo Salton; Robert Ross; John Kelleher
Attentive Language Models

I17-1046 [bib] [notes]: Yugo Murawaki
Diachrony-aware Induction of Binary Latent Representations from Typological Features

I17-1047 [bib] [notes]: Nasrin Mostafazadeh; Chris Brockett; Bill Dolan; Michel Galley; Jianfeng Gao; Georgios Spithourakis; Lucy Vanderwende
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation

I17-1048 [bib]: Sosuke Kobayashi; Naoaki Okazaki; Kentaro Inui
A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse

I17-1049 [bib]: Wei Shi; Frances Yung; Raphael Rubino; Vera Demberg
Using Explicit Discourse Connectives in Translation for Implicit Discourse Relation Classification

I17-1050 [bib]: Yizhong Wang; Sujian Li; Jingfeng Yang; Xu Sun; Houfeng Wang
Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification

I17-1051 [bib]: Mohamed Abdalla; Graeme Hirst
Cross-Lingual Sentiment Analysis Without (Good) Translation

I17-1052 [bib]: Yuze Gao; Yue Zhang; Tong Xiao
Implicit Syntactic Features for Target-dependent Sentiment Analysis

I17-1053 [bib]: Srikanth Tamilselvam; Seema Nagar; Abhijit Mishra; Kuntal Dey
Graph Based Sentiment Aggregation using ConceptNet Ontology

I17-1054 [bib]: Huy-Thanh Nguyen; Minh-Le Nguyen
Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification

I17-1055 [bib]: Yiping Jin; Dittaya Wanvarie; Phu Le
Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising

I17-1056 [bib]: Fei Liu; Timothy Baldwin; Trevor Cohn
Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields

I17-1057 [bib]: Quan Tran; Andrew MacKinlay; Antonio Jimeno Yepes
Named Entity Recognition with Stack Residual LSTM and Trainable Bias Decoding

I17-1058 [bib] [notes]:
Neuramanteau: A Neural Network Ensemble Model for Lexical Blends

I17-1059 [bib]: Elisa Ferracane; Su Wang; Raymond Mooney
Leveraging Discourse Information Effectively for Authorship Attribution

I17-1060 [bib]: Isaac Persing; Vincent Ng
Lightly-Supervised Modeling of Argument Persuasiveness

I17-1061 [bib]: Yi Luan; Chris Brockett; Bill Dolan; Jianfeng Gao; Michel Galley
Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models

I17-1062 [bib] [dataset]: Shikib Mehri; Giuseppe Carenini
Chat Disentanglement: Identifying Semantic Reply Relationships with Random Forests and Recurrent Neural Networks

I17-1063 [bib]: Marc Schulder; Michael Wiegand; Josef Ruppenhofer; Benjamin Roth
Towards Bootstrapping a Polarity Shifter Lexicon using Linguistic Features

I17-1064 [bib]: Dehong Ma; Sujian Li; Xiaodong Zhang; Houfeng Wang; Xu Sun
Cascading Multiway Attentions for Document-level Sentiment Classification

I17-1065 [bib]: Nguyen Huy Tien; Nguyen Minh Le
An Ensemble Method with Sentiment Features and Clustering Support

I17-1066 [bib]: Jianfei Yu; Jing Jiang
Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification

I17-1067 [bib]: Steven Wilson; Rada Mihalcea
Measuring Semantic Relations between Human Activities

I17-1068 [bib]: Bonan Min; Zhuolin Jiang; Marjorie Freedman; Ralph Weischedel
Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks

I17-1069 [bib]: Amir Hazem; Emmanuel Morin
Bilingual Word Embeddings for Bilingual Terminology Extraction from Specialized Comparable Corpora

I17-1070 [bib]: Luigi (Yu-Cheng) Liu; Damien Nouvel
A Bambara Tonalization System for Word Sense Disambiguation Using Differential Coding, Segmentation and Edit Operation Filtering

I17-1071 [bib]: Tianyu Zhao; Tatsuya Kawahara
Joint Learning of Dialog Act Segmentation and Recognition in Spoken Dialog Using Neural Networks

I17-1072 [bib]: Xin Wang; Jianan Wang; Yuanchao Liu; Xiaolong Wang; Zhuoran Wang; Baoxun Wang
Predicting Users' Negative Feedbacks in Multi-Turn Human-Computer Dialogues

I17-1073 [bib]: Dhiraj Madan; Sachindra Joshi
Finding Dominant User Utterances And System Responses in Conversations

I17-1074 [bib]: Xiujun Li; Yun-Nung Chen; Lihong Li; Jianfeng Gao; Asli Celikyilmaz
End-to-End Task-Completion Neural Dialogue Systems

I17-1075 [bib]: Jey Han Lau; Lianhua Chi; Khoi-Nguyen Tran; Trevor Cohn
End-to-end Network for Twitter Geolocation Prediction and Hashing

I17-1076 [bib] [dataset]: Edward Newell; Ariane Schang; Drew Margolin; Derek Ruths
Assessing the Verifiability of Attributions in News Text

I17-1077 [bib]: Daniel Rieman; Kokil Jaidka; H. Andrew Schwartz; Lyle Ungar
Domain Adaptation from User-level Facebook Models to County-level Twitter Predictions

I17-1078 [bib]: Lei Gao; Alexis Kuppersmith; Ruihong Huang
Recognizing Explicit and Implicit Hate Speech Using a Weakly Supervised Two-path Bootstrapping Approach

I17-1079 [bib]: Jianmo Ni; Zachary C. Lipton; Sharad Vikram; Julian McAuley
Estimating Reactions and Recommending Products with Generative Models of Reviews

I17-1080 [bib]: Tatsuya Ishigaki; Hiroya Takamura; Manabu Okumura
Summarizing Lengthy Questions

I17-1081 [bib]: Tobias Falke; Christian M. Meyer; Iryna Gurevych
Concept-Map-Based Multi-Document Summarization using Concept Coreference Resolution and Global Importance Optimization

I17-1082 [bib]: Litton J Kurisinkel; Yue Zhang; Vasudeva Varma
Abstractive Multi-document Summarization by Partial Tree Extraction, Recombination and Linearization

I17-1083 [bib]: Alex Judea; Michael Strube
Event Argument Identification on Dependency Graphs with Bidirectional LSTMs

I17-1084 [bib]: Sheng Zhang; Kevin Duh; Benjamin Van Durme
Selective Decoding for Cross-lingual Open Information Extraction

I17-1085 [bib]: Bill McDowell; Nathanael Chambers; Alexander Ororbia II; David Reitter
Event Ordering with a Generalized Model for Sieve Prediction Ranking

I17-1086 [bib]: Dian Yu; Lifu Huang; Heng Ji
Open Relation Extraction and Grounding

I17-1087 [bib]: Jinseon You; Jin-Woo Chung; Wonsuk Yang; Jong C. Park
Extraction of Gene-Environment Interaction from the Biomedical Literature

I17-1088 [bib]: Liangming Pan; Xiaochen Wang; Chengjiang Li; Juanzi Li; Jie Tang
Course Concept Extraction in MOOCs via Embedding-Based Graph Propagation

I17-1089 [bib]: Verónica Pérez-Rosas; Quincy Davenport; Anna Mengdan Dai; Mohamed Abouelenien; Rada Mihalcea
Identity Deception Detection

I17-1090 [bib]: Yuan Ling; Sadid A. Hasan; Vivek Datla; Ashequl Qadir; Kathy Lee; Joey Liu; Oladimeji Farri
Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning

I17-1091 [bib] [dataset]: Florin Brad; Radu Cristian Alexandru Iacob; Ionel Alexandru Hosu; Traian Rebedea
Dataset for a Neural Natural Language Interface for Databases (NNLIDB)

I17-1092 [bib] [notes]: Louisa Pragst; Koichiro Yoshino; Wolfgang Minker; Satoshi Nakamura; Stefan Ultes
Acquisition and Assessment of Semantic Content for the Generation of Elaborateness and Indirectness in Spoken Dialogue Systems

I17-1093 [bib]: Mohammed Hasanuzzaman; Gaël Dias; Andy Way
Demographic Word Embeddings for Racism Detection on Twitter

I17-1094 [bib]: Itsumi Saito; Kyosuke Nishida; Kugatsu Sadamitsu; Kuniko Saito; Junji Tomita
Automatically Extracting Variant-Normalization Pairs for Japanese Text Normalization

I17-1095 [bib] [dataset] [software]: Xiaofeng Zhu; Diego Klabjan; Patrick Bless
Semantic Document Distance Measures and Unsupervised Document Revision Detection

I17-1096 [bib]: Yelong Shen; Xiaodong Liu; Kevin Duh; Jianfeng Gao
An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks

I17-1097 [bib]: Mio Kobayashi; Ai Ishii; Chikara Hoshino; Hiroshi Miyashita; Takuya Matsuzaki
Automated Historical Fact-Checking by Passage Retrieval, Word Statistics, and Virtual Question-Answering

I17-1098 [bib]: Wei-Chuan Hsiao; Hen-Hsen Huang; Hsin-Hsi Chen
Integrating Subject, Type, and Property Identification for Simple Question Answering over Knowledge Base

I17-1099 [bib] [dataset]: Yanran Li; Hui Su; Xiaoyu Shen; Wenjie Li; Ziqiang Cao; Shuzi Niu
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset

I17-1100 [bib]: Aaron Steven White; Pushpendre Rastogi; Kevin Duh; Benjamin Van Durme
Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework

I17-1101 [bib]: Eva D'hondt; Cyril Grouin; Brigitte Grau
Generating a Training Corpus for OCR Post-Correction Using Encoder-Decoder Model

I17-1102 [bib]: Nikolaos Pappas; Andrei Popescu-Belis
Multilingual Hierarchical Attention Networks for Document Classification

I17-1103 [bib]: Keith Maki; Michael Yoder; Yohan Jo; Carolyn Rosé
Roles and Success in Wikipedia Talk Pages: Identifying Latent Patterns of Behavior

Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers)

I17-2 [bib]: Entire volume

I17-2000: Front Matter

I17-2001 [bib]: Taiki Watanabe; Akihiro Tamura; Takashi Ninomiya
CKY-based Convolutional Attention for Neural Machine Translation

I17-2002 [bib]: Hidetaka Kamigaito; Katsuhiko Hayashi; Tsutomu Hirao; Hiroya Takamura; Manabu Okumura; Masaaki Nagata
Supervised Attention for Sequence-to-Sequence Constituency Parsing

I17-2003 [bib]: Maryam Aminian; Mohammad Sadegh Rasooli; Mona Diab
Transferring Semantic Roles Using Translation and Syntactic Information

I17-2004 [bib]: Huda Khayrallah; Gaurav Kumar; Kevin Duh; Matt Post; Philipp Koehn
Neural Lattice Search for Domain Adaptation in Machine Translation

I17-2005 [bib]: Satoshi Yawata; Makoto Miwa; Yutaka Sasaki; Daisuke Hara
Analyzing Well-Formedness of Syllables in Japanese Sign Language

I17-2006 [bib] [notes]: Kevin Patel; Pushpak Bhattacharyya
Towards Lower Bounds on Number of Dimensions for Word Embeddings

I17-2007 [bib]: Dai Quoc Nguyen; Dat Quoc Nguyen; Cuong Xuan Chu; Stefan Thater; Manfred Pinkal
Sequence to Sequence Learning for Event Prediction

I17-2008 [bib]: Sho Takase; Jun Suzuki; Masaaki Nagata
Input-to-Output Gate to Improve RNN Language Models

I17-2009 [bib] [notes]: Kenneth Arnold; Kai-Wei Chang; Adam Kalai
Counterfactual Language Model Adaptation for Suggesting Phrases

I17-2010 [bib]: Davis Liang; Yan Shu
Deep Automated Multi-task Learning

I17-2011 [bib]: Akshay Soni; Aasish Pappu; Jerry Chia-mau Ni; Troy Chevalier
Post-Processing Techniques for Improving Predictions of Multilabel Learning Approaches

I17-2012 [bib] [notes]: Daniel Beck; Trevor Cohn
Learning Kernels over Strings using Gaussian Processes

I17-2013 [bib]: Yoshinari Fujinuma; Alvin Grissom II
Substring Frequency Features for Segmentation of Japanese Katakana Words with Unlabeled Corpora

I17-2014 [bib]: Yu-Lun Hsieh; Yung-Chun Chang; Yi-Jie Huang; Shu-Hao Yeh; Chun-Hung Chen; Wen-Lian Hsu
MONPA: Multi-objective Named-entity and Part-of-speech Annotator for Chinese using Recurrent Neural Network

I17-2015 [bib]: Yan Shao; Christian Hardmeier; Joakim Nivre
Recall is the Proper Evaluation Metric for Word Segmentation

I17-2016 [bib]: Ryan Cotterell; Kevin Duh
Low-Resource Named Entity Recognition with Cross-lingual, Character-Level Neural Conditional Random Fields

I17-2017 [bib]: Motoki Sato; Hiroyuki Shindo; Ikuya Yamada; Yuji Matsumoto
Segment-Level Neural Conditional Random Fields for Named Entity Recognition

I17-2018 [bib]: Gitit Kehat; James Pustejovsky
Integrating Vision and Language Datasets to Measure Word Concreteness

I17-2019 [bib]: Tomoyuki Kajiwara; Atsushi Fujita
Semantic Features Based on Word Alignments for Estimating Quality of Text Simplification

I17-2020 [bib]: Prakhar Pandey; Vikram Pudi; Manish Shrivastava
Injecting Word Embeddings with Another Language's Resource : An Application of Bilingual Embeddings

I17-2021 [bib]: Rodolfo Corona; Jesse Thomason; Raymond Mooney
Improving Black-box Speech Recognition using Semantic Parsing

I17-2022 [bib]: Yuichiroh Matsubayashi; Kentaro Inui
Revisiting the Design Issues of Local Models for Japanese Predicate-Argument Structure Analysis

I17-2023 [bib]: Ting Han; Julian Hough; David Schlangen
Natural Language Informs the Interpretation of Iconic Gestures: A Computational Approach

I17-2024 [bib]: Daniel Beck
Modelling Representation Noise in Emotion Analysis using Gaussian Processes

I17-2025 [bib]: Minglei Li; Qin Lu; Yunfei Long
Are Manually Prepared Affective Lexicons Really Useful for Sentiment Analysis

I17-2026 [bib]: Wei Xue; Wubai Zhou; Tao Li; Qing Wang
MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews

I17-2027 [bib] [notes] [dataset]: Frances Yung; Hiroshi Noji; Yuji Matsumoto
Can Discourse Relations be Identified Incrementally?

I17-2028 [bib]: Ta Chung Chi; Po Chun Chen; Shang-Yu Su; Yun-Nung Chen
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning

I17-2029 [bib]: Yiping Song; Zhiliang Tian; Dongyan Zhao; Ming Zhang; Rui Yan
Diversifying Neural Conversation Model with Maximal Marginal Relevance

I17-2030 [bib]: Shobhit Chaurasia; Raymond J. Mooney
Dialog for Language to Code

I17-2031 [bib]: Tamara Sladoljev Agejev; Jan Šnajder
Using Analytic Scoring Rubrics in the Automatic Assessment of College-Level Summary Writing Tasks in L2

I17-2032 [bib]: Jinpeng Wang; Yutai Hou; Jing Liu; Yunbo Cao; Chin-Yew Lin
A Statistical Framework for Product Description Generation

I17-2033 [bib]: Gyoung Ho Lee; Kong Joo Lee
Automatic Text Summarization Using Reinforcement Learning with Embedding Features

I17-2034 [bib] [dataset]: Raghuram Vadapalli; Litton J Kurisinkel; Manish Gupta; Vasudeva Varma
SSAS: Semantic Similarity for Abstractive Summarization

I17-2035 [bib]: maali mnasri; Gaël de Chalendar; Olivier Ferret
Taking into account Inter-sentence Similarity for Update Summarization

I17-2036 [bib]: Ryo Masumura; Taichi Asami; Hirokazu Masataki; Kugatsu Sadamitsu; Kyosuke Nishida; Ryuichiro Higashinaka
Hyperspherical Query Likelihood Models with Word Embeddings

I17-2037 [bib]: Kaustubh Kulkarni; Riku Togashi; Hideyuki Maeda; Sumio Fujita
Dual Constrained Question Embeddings with Relational Knowledge Bases for Simple Question Answering

I17-2038 [bib]: David Ziegler; Abdalghani Abujabal; Rishiraj Saha Roy; Gerhard Weikum
Efficiency-aware Answering of Compositional Questions using Answer Type Prediction

I17-2039 [bib]: Hady Elsahar; Christopher Gravier; Frederique Laforest
High Recall Open IE for Relation Discovery

I17-2040 [bib]: Zeyu Dai; Wenlin Yao; Ruihong Huang
Using Context Events in Neural Network Models for Event Temporal Status Identification

I17-2041 [bib]: Yu-Lun Hsieh; Yung-Chun Chang; Nai-Wen Chang; Wen-Lian Hsu
Identifying Protein-protein Interactions in Biomedical Literature using Recurrent Neural Networks with Long Short-Term Memory

I17-2042 [bib]: Hamed Khanpour; Cornelia Caragea; Prakhar Biyani
Identifying Empathetic Messages in Online Health Communities

I17-2043 [bib]: Yunfei Long; Qin Lu; Rong Xiang; Minglei Li; Chu-Ren Huang
Fake News Detection Through Multi-Perspective Speaker Profiles

I17-2044 [bib]: Itsumi Saito; Jun Suzuki; Kyosuke Nishida; Kugatsu Sadamitsu; Satoshi Kobashikawa; Ryo Masumura; Yuji Matsumoto; Junji Tomita
Improving Neural Text Normalization with Data Augmentation at Character- and Morphological Levels

I17-2045 [bib]: Yasuhide Miura; Tomoki Taniguchi; Motoki Taniguchi; Shotaro Misawa; Tomoko Ohkuma
Using Social Networks to Improve Language Variety Identification with Neural Networks

I17-2046 [bib]: Dakun Zhang; Jungi Kim; Josep Crego; Jean Senellart
Boosting Neural Machine Translation

I17-2047 [bib]: Hayahide Yamagishi; Shin Kanouchi; Takayuki Sato; Mamoru Komachi
Improving Japanese-to-English Neural Machine Translation by Voice Prediction

I17-2048 [bib]: Anoop Kunchukuttan; Maulik Shah; Pradyot Prakash; Pushpak Bhattacharyya
Utilizing Lexical Similarity between Related, Low-resource Languages for Pivot-based SMT

I17-2049 [bib]: Hideya Mino; Masao Utiyama; Eiichiro Sumita; Takenobu Tokunaga
Key-value Attention Mechanism for Neural Machine Translation

I17-2050 [bib] [software]: Toan Q. Nguyen; David Chiang
Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation

I17-2051 [bib]: kangil kim; Jong-Hun Shin; Seung-Hoon Na; SangKeun Jung
Concept Equalization to Guide Correct Training of Neural Machine Translation

I17-2052 [bib]: Franck Dernoncourt; Ji Young Lee
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts

I17-2053 [bib]: Antonio Valerio Miceli Barone; Rico Sennrich
A Parallel Corpus of Python Functions and Documentation Strings for Automated Code Documentation and Code Generation

I17-2054 [bib]: Changliang Li; Xiuying Wang
Building Large Chinese Corpus for Spoken Dialogue Research in Specific Domains

I17-2055 [bib]: Chak Yan Yeung; John Lee
Identifying Speakers and Listeners of Quoted Speech in Literary Works

I17-2056 [bib]: Yo Ehara
Language-Independent Prediction of Psycholinguistic Properties of Words

I17-2057 [bib]: Byeong-Hun Yoon; Yu-Seop Kim
Correlation Analysis of Chronic Obstructive Pulmonary Disease (COPD) and its Biomarkers Using the Word Embeddings

I17-2058 [bib]: Hiroki Asano; Tomoya Mizumoto; Kentaro Inui
Reference-based Metrics can be Replaced with Reference-less Metrics in Evaluating Grammatical Error Correction Systems

I17-2059 [bib]: Shweta Garg; Sudhanshu S Singh; Abhijit Mishra; Kuntal Dey
CVBed: Structuring CVs usingWord Embeddings

I17-2060 [bib] [notes] [dataset]: Liunian Li; Xiaojun Wan; Jin-ge Yao; Siming Yan
Leveraging Diverse Lexical Chains to Construct Essays for Chinese College Entrance Examination

I17-2061 [bib]: Ting Han; David Schlangen
Draw and Tell: Multimodal Descriptions Outperform Verbal- or Sketch-Only Descriptions in an Image Retrieval Task

I17-2062 [bib]: Keisuke Sakaguchi; Matt Post; Benjamin Van Durme
Grammatical Error Correction with Neural Reinforcement Learning

I17-2063 [bib]: Takumi Ito; Takuya Matsuzaki; Satoshi Sato
Coreference Resolution on Math Problem Text in Japanese

I17-2064 [bib]: Yota Toyama; Makoto Miwa; Yutaka Sasaki
Utilizing Visual Forms of Japanese Characters for Neural Review Classification

I17-2065 [bib]: Dingquan Wang; Nanyun Peng; Kevin Duh
A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition

I17-2066 [bib]: Koh Mitsuda; Ryuichiro Higashinaka; Junji Tomita
Investigating the Effect of Conveying Understanding Results in Chat-Oriented Dialogue Systems

I17-2067 [bib]: Ebuka Ibeke; Chenghua Lin; Adam Wyner; Mohamad Hardyman Barawi
Extracting and Understanding Contrastive Opinion through Topic Relevant Sentences

I17-2068 [bib]: Seid Muhie Yimam; Sanja Štajner; Martin Riedl; Chris Biemann
CWIG3G2 - Complex Word Identification Task across Three Text Genres and Two User Groups

I17-2069 [bib] [notes]: Reina Akama; Kazuaki Inada; Naoya Inoue; Sosuke Kobayashi; Kentaro Inui
Generating Stylistically Consistent Dialog Responses with Transfer Learning

I17-2070 [bib]: Ke Ni; William Yang Wang
Learning to Explain Non-Standard English Words and Phrases

I17-2071 [bib]: Yllias Chali; Moin Tanvee; Mir Tafseer Nayeem
Towards Abstractive Multi-Document Summarization Using Submodular Function-Based Framework, Sentence Compression and Merging

I17-2072 [bib]: Lisheng Fu; Thien Huu Nguyen; Bonan Min; Ralph Grishman
Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network

I17-2073 [bib]: Lis Pereira; Xiaodong Liu; John Lee
Lexical Simplification with the Deep Structured Similarity Model

I17-2074 [bib]: Yuta Hitomi; Hideaki Tamori; Naoaki Okazaki; Kentaro Inui
Proofread Sentence Generation as Multi-Task Learning with Editing Operation Prediction

I17-2075 [bib]: Charles Chen; Razvan Bunescu
An Exploration of Data Augmentation and RNN Architectures for Question Ranking in Community Question Answering

I17-2076 [bib] [notes]: Patrick Xia; David Yarowsky
Deriving Consensus for Multi-Parallel Corpora: an English Bible Study

Proceedings of the IJCNLP 2017, System Demonstrations

I17-3 [bib]: Entire volume

I17-3000: Front Matter

I17-3001 [bib]: Gustavo Paetzold; Fernando Alva-Manchego; Lucia Specia
MASSAlign: Alignment and Annotation of Comparable Documents

I17-3002 [bib]: Benjamin Van Durme; Tom Lippincott; Kevin Duh; Deana Burchfield; Adam Poliak; Cash Costello; Tim Finin; Scott Miller; James Mayfield; Philipp Koehn; Craig Harman; Dawn Lawrie; Chandler May; Max Thomas; Annabelle Carrell; Julianne Chaloux; Tongfei Chen; Alex Comerford; Mark Dredze; Benjamin Glass; Shudong Hao; Patrick Martin; Pushpendre Rastogi; Rashmi Sankepally; Travis Wolfe; Ying-Ying Tran; Ted Zhang
CADET: Computer Assisted Discovery Extraction and Translation

I17-3003 [bib]: Yunseok Noh; Su Jeong Choi; Seong-Bae Park; Se-Young Park
WiseReporter: A Korean Report Generation System

I17-3004 [bib]: Yu-Chun Wang; Ka Ming Wong; Chun-Kai Wu; Chao-Lin Pan; Richard Tzong-Han Tsai
Encyclolink: A Cross-Encyclopedia,Cross-language Article-Linking System and Web-based Search Interface

I17-3005 [bib]: Jui-Yang Wang; Min-Feng Kuo; Jen-Chieh Han; Chao-Chuang Shih; Chun-Hsun Chen; Po-Ching Lee; Richard Tzong-Han Tsai
A Telecom-Domain Online Customer Service Assistant Based on Question Answering with Word Embedding and Intent Classification

I17-3006 [bib]: Bo Wang; Maria Liakata; Adam Tsakalidis; Spiros Georgakopoulos Kolaitis; Symeon Papadopoulos; Lazaros Apostolidis; Arkaitz Zubiaga; Rob Procter; Yiannis Kompatsiaris
TOTEMSS: Topic-based, Temporal Sentiment Summarisation for Twitter

I17-3007 [bib]: Carolina Scarton; Alessio Palmero Aprosio; Sara Tonelli; Tamara Martín Wanton; Lucia Specia
MUSST: A Multilingual Syntactic Simplification Tool

I17-3008 [bib]: Boli Wang; Zhixing Tan; Jinming Hu; Yidong Chen; Xiaodong Shi
XMU Neural Machine Translation Online Service

I17-3009 [bib]: Longyue Wang; Jinhua Du; Liangyou Li; Zhaopeng Tu; Andy Way; Qun Liu
Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking

I17-3010 [bib]: Hoang Pham; Pham Xuan Khoai; Tuan Anh Nguyen; Phuong Le-Hong
NNVLP: A Neural Network-Based Vietnamese Language Processing Toolkit

I17-3011 [bib]: Nicole Peinelt; Maria Liakata; Shu-Kai Hsieh
ClassifierGuesser: A Context-based Classifier Prediction System for Chinese Language Learners

I17-3012 [bib]: John Lee; Meichun Liu; Chun Yin Lam; Tak On Lau; Bing Li; Keying Li
Automatic Difficulty Assessment for Chinese Texts

I17-3013 [bib]: Yu-Hsuan Wu; Jhih-Jie Chen; Jason Chang
Verb Replacer: An English Verb Error Correction System

I17-3014 [bib]: Chi-En Wu; Jhih-Jie Chen; Jim Chang; Jason Chang
Learning Synchronous Grammar Patterns for Assisted Writing for Second Language Learners

I17-3015 [bib]: Yu-Sheng Li; Chien-Hui Tseng; Chian-Yun Huang; Wei-Yun Ma
Guess What: A Question Answering Game via On-demand Knowledge Validation

I17-3016 [bib]: Jiarui Xu; Xuezhe Ma; Chen-Tse Tsai; Eduard Hovy
STCP: Simplified-Traditional Chinese Conversion and Proofreading

I17-3017 [bib]: Purvanshi Mehta; Pruthwik Mishra; Vinayak Athavale; Manish Shrivastava; Dipti Sharma
Deep Neural Network based system for solving Arithmetic Word problems

Proceedings of the IJCNLP 2017, Shared Tasks

I17-4 [bib]: Entire volume

I17-4000: Front Matter

I17-4001 [bib]: Gaoqi RAO; Baolin Zhang; Endong XUN; Lung-Hao Lee
IJCNLP-2017 Task 1: Chinese Grammatical Error Diagnosis

I17-4002 [bib]: Liang-Chih Yu; Lung-Hao Lee; Jin Wang; Kam-Fai Wong
IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases

I17-4003 [bib]: Anil Kumar Singh; Avijit Thawani; Mayank Panchal; Anubhav Gupta; Julian McAuley
IJCNLP-2017 Task 3: Review Opinion Diversification (RevOpiD-2017)

I17-4004 [bib]: Chao-Hong Liu; Yasufumi Moriya; Alberto Poncelas; Declan Groves
IJCNLP-2017 Task 4: Customer Feedback Analysis

I17-4005 [bib]: Shangmin Guo; Kang Liu; Shizhu He; Cao Liu; Jun Zhao; Zhuoyu Wei
IJCNLP-2017 Task 5: Multi-choice Question Answering in Examinations

I17-4006 [bib]: Yi yang; Pengjun Xie; Jun tao; Guangwei xu; Linlin li; Si luo
Alibaba at IJCNLP-2017 Task 1: Embedding Grammatical Features into LSTMs for Chinese Grammatical Error Diagnosis Task

I17-4007 [bib]: Chuhan Wu; Fangzhao Wu; Yongfeng Huang; Sixing Wu; Zhigang Yuan
THU_NGN at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases with Deep LSTM

I17-4008 [bib]: Pruthwik Mishra; Prathyusha Danda; Silpa Kanneganti; Soujanya Lanka
IIIT-H at IJCNLP-2017 Task 3: A Bidirectional-LSTM Approach for Review Opinion Diversification

I17-4009 [bib]: Heba Elfardy; Manisha Srivastava; Wei Xiao; Jared Kramer; Tarun Agarwal
Bingo at IJCNLP-2017 Task 4: Augmenting Data using Machine Translation for Cross-linguistic Customer Feedback Classification

I17-4010 [bib]: Daria Dzendzik; Alberto Poncelas; Carl Vogel; Qun Liu
ADAPT Centre Cone Team at IJCNLP-2017 Task 5: A Similarity-Based Logistic Regression Approach to Multi-choice Question Answering in an Examinations Shared Task

I17-4011 [bib]: Quanlei Liao; Jin Wang; Jinnan Yang; Xuejie Zhang
YNU-HPCC at IJCNLP-2017 Task 1: Chinese Grammatical Error Diagnosis Using a Bi-directional LSTM-CRF Model

I17-4012 [bib]: Xian Li; Peng Wang; Suixue Wang; Guanyu Jiang; Tianyuan You
CVTE at IJCNLP-2017 Task 1: Character Checking System for Chinese Grammatical Error Diagnosis Task

I17-4013 [bib]: Peng Zhong; Jingbin Wang
LDCCNLP at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases Using Machine Learning

I17-4014 [bib]: Peng-Hsuan Li; Wei-Yun Ma; Hsin-Yang Wang
CKIP at IJCNLP-2017 Task 2: Neural Valence-Arousal Prediction for Phrases

I17-4015 [bib]: Zheng-Wen Lin; Yung-Chun Chang; Chen-Ann Wang; Yu-Lun Hsieh; Wen-Lian Hsu
CIAL at IJCNLP-2017 Task 2: An Ensemble Valence-Arousal Analysis System for Chinese Words and Phrases

I17-4016 [bib]: Xin Zhou; Jian Wang; Xu Xie; Changlong Sun; Luo Si
Alibaba at IJCNLP-2017 Task 2: A Boosted Deep System for Dimensional Sentiment Analysis of Chinese Phrases

I17-4017 [bib]: szu-min chen; Zi-Yuan Chen; Lun-Wei Ku
NLPSA at IJCNLP-2017 Task 2: Imagine Scenario: Leveraging Supportive Images for Dimensional Sentiment Analysis

I17-4018 [bib]: Jui-Feng Yeh; Jian-Cheng Tsai; Bo-Wei Wu; Tai-You Kuang
NCYU at IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases using Vector Representations

I17-4019 [bib]: Yassine Benajiba; Jin Sun; Yong Zhang; Zhiliang Weng; Or Biran
MainiwayAI at IJCNLP-2017 Task 2: Ensembles of Deep Architectures for Valence-Arousal Prediction

I17-4020 [bib]: Yen-Hsuan Lee; Han-Yun Yeh; Yih-Ru Wang; Yuan-Fu Liao
NCTU-NTUT at IJCNLP-2017 Task 2: Deep Phrase Embedding using bi-LSTMs for Valence-Arousal Ratings Prediction of Chinese Phrases

I17-4021 [bib]: Chuan-Jie Lin; Hao-Tsung Chang
NTOUA at IJCNLP-2017 Task 2: Predicting Sentiment Scores of Chinese Words and Phrases

I17-4022 [bib]: Shih-Hung Wu; Su-Yu Chang; Liang-Pu Chen
CYUT at IJCNLP-2017 Task 3: System Report for Review Opinion Diversification

I17-4023 [bib]: Monalisa Dey; Anupam Mondal; Dipankar Das
JUNLP at IJCNLP-2017 Task 3: A Rank Prediction Model for Review Opinion Diversification

I17-4024 [bib]: Barbara Plank
All-In-1 at IJCNLP-2017 Task 4: Short Text Classification with One Model for All Languages

I17-4025 [bib]: Shuying Lin; Huosheng Xie; Liang-Chih Yu; K. Robert Lai
SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model

I17-4026 [bib]: Prathyusha Danda; Pruthwik Mishra; Silpa Kanneganti; Soujanya Lanka
IIIT-H at IJCNLP-2017 Task 4: Customer Feedback Analysis using Machine Learning and Neural Network Approaches

I17-4027 [bib]: Pintu Lohar; Koel Dutta Chowdhury; Haithem Afli; Mohammed Hasanuzzaman; Andy Way
ADAPT at IJCNLP-2017 Task 4: A Multinomial Naive Bayes Classification Approach for Customer Feedback Analysis task

I17-4028 [bib]: Dushyanta Dhyani
OhioState at IJCNLP-2017 Task 4: Exploring Neural Architectures for Multilingual Customer Feedback Analysis

I17-4029 [bib]: Nan Wang; Jin Wang; Xuejie Zhang
YNU-HPCC at IJCNLP-2017 Task 4: Attention-based Bi-directional GRU Model for Customer Feedback Analysis Task of English

I17-4030 [bib]: Somnath Banerjee; Partha Pakray; Riyanka Manna; Dipankar Das; Alexander Gelbukh
NITMZ-JU at IJCNLP-2017 Task 4: Customer Feedback Analysis

I17-4031 [bib]: Deepak Gupta; Pabitra Lenka; Harsimran Bedi; Asif Ekbal; Pushpak Bhattacharyya
IITP at IJCNLP-2017 Task 4: Auto Analysis of Customer Feedback using CNN and GRU Network

I17-4032 [bib]: Min Wang; Qingxun Liu; Peng Ding; Yongbin Li; Xiaobing Zhou
YNUDLG at IJCNLP-2017 Task 5: A CNN-LSTM Model with Attention for Multi-choice Question Answering in Examinations

I17-4033 [bib]: Changliang Li; Cunliang Kong
ALS at IJCNLP-2017 Task 5: Answer Localization System for Multi-Choice Question Answering in Exams

I17-4034 [bib]: Amir Hazem
MappSent at IJCNLP-2017 Task 5: A Textual Similarity Approach Applied to Multi-choice Question Answering in Examinations

I17-4035 [bib]: Hang Yuan; You Zhang; Jin Wang; Xuejie Zhang
YNU-HPCC at IJCNLP-2017 Task 5: Multi-choice Question Answering in Exams Using an Attention-based LSTM Model

I17-4036 [bib]: Sandip Sarkar; Dipankar Das; Partha Pakray
JU NITM at IJCNLP-2017 Task 5: A Classification Approach for Answer Selection in Multi-choice Question Answering System

Proceedings of the IJCNLP 2017, Tutorial Abstracts

I17-5 [bib]: Entire volume

I17-5000: Front Matter

I17-5001 [bib]: Wanxiang Che; Yue Zhang
Deep Learning in Lexical Analysis and Parsing

I17-5002 [bib]: Gerard de Melo
Multilingual Vector Representations of Words, Sentences, and Documents

I17-5003 [bib]: Yun-Nung Chen; Jianfeng Gao
Open-Domain Neural Dialogue Systems

I17-5004 [bib]: Fabien Cromieres; Toshiaki Nakazawa; Raj Dabre
Neural Machine Translation: Basics, Practical Aspects and Recent Trends

I17-5005 [bib]: Gustavo Paetzold; Lucia Specia
The Ultimate Presentation Makeup Tutorial: How to Polish your Posters, Slides and Presentations Skills

I17-5006 [bib]: Ran Tian; Koji Mineshima; Pascual Martínez-Gómez
The Challenge of Composition in Distributional and Formal Semantics