generation

Multimodal generation and retrieval systems are increasingly central to modern information retrieval, powering retrieval-augmented generation (RAG), multimodal search, recommendation, and knowledge-intensive applications. Despite rapid progress in multimodal large language models (MLLMs), robust and principled evaluation of multimodal generation and retrieval remains a major open challenge for the IR community.

GRAIL-V (Denver, June 3–4) at CVPR 20266 bridges the CV, IR, NLP, and HCI communities to advance robust, deployable agentic systems. As AI agents increasingly plan, retrieve, reason and act across diverse data sources, we aim to solve critical challenges across multimodal tool use, visual-text search, and calibrated decision-making.

Keynote Speakers:

The fifth edition of the Natural Language Generation, Evaluation, and Metrics (GEM) Workshop will be at ACL 2026 in San Diego!

Call for Papers:

Language + Molecules @ ACL 2024 Workshop

Call for Papers:

Language + Molecules @ ACL 2024 Workshop

The fifth Workshop on Narrative Understanding (WNU) will be co-located with the 2023 Annual Conference of the Association for Computational Linguistics (ACL'23), which will take place in Toronto, Canada from July 9th to July 14th, 2023.
The workshop will take place on ... and we are planning for a hybrid workshop.

NAACL 2022 invites the submission of long and short papers featuring substantial, original, and unpublished research in all aspects of Computational Linguistics and Natural Language Processing. NAACL 2022 has a goal of a diverse technical program—in addition to traditional research results, papers may contribute negative findings, survey an area, announce the creation of a new resource, argue a position, report novel linguistic insights derived using existing techniques, and reproduce, or fail to reproduce, previous results.

Paper Submission Deadline: September 27, 2021
Demo Submission Deadline: October 29, 2021
Submission Link: https://cmt3.research.microsoft.com/CtrlGen2021/Submission/Index
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Excited by generation, control, and disentanglement, in either language or vision? Check out our controllable generation workshop CtrlGen taking place virtually at NeurIPS 2021 on December 13th!

The first Advanced Language Processing School will take place from Sunday, January 17th to Friday 22nd 2021.
Co-organized by LIG (Univ. Grenoble Alpes) and Naver Labs Europe, ALPS is a week-long series of lectures by world-class NLP researchers, in a small town of the French Alps during winter. The winter school will take place at l’Escandille in Autrans. Autrans is a village and a ski resort, 45mn from Grenoble, at an altitude of 1000m in the Vercors Massif.

What ALPS represents:

== WORKSHOP DESCRIPTION ==