EMNLP - arXivDaily 期刊&会议

2109.06379 2022-01-25 cs.CL cs.LG

Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation

Mingkai Deng, Bowen Tan, Zhengzhong Liu, Eric P. Xing, Zhiting Hu

Comments EMNLP 2021, Code available at https://github.com/tanyuqian/ctc-gen-eval

2104.08812 2022-01-24 cs.CL

Contrastive Out-of-Distribution Detection for Pretrained Transformers

Wenxuan Zhou, Fangyu Liu, Muhao Chen

Comments Accepted at EMNLP 2021. Code available at https://github.com/wzhouad/Contra-OOD

2104.08656 2022-01-24 cs.CL

Learning from Noisy Labels for Entity-Centric Information Extraction

Wenxuan Zhou, Muhao Chen

Comments Accepted at EMNLP 2021. Code available at https://github.com/wzhouad/NLL-IE

2109.04778 2022-01-20 cs.CL cs.AI

Improving Multilingual Translation by Representation and Gradient Regularization

Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan

Comments EMNLP 2021 (Oral). Code and data: https://github.com/yilinyang7/fairseq_multi_fix

2108.12229 2022-01-20 cs.CL

ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection

Iftitahu Ni'mah, Meng Fang, Vlado Menkovski, Mykola Pechenizkiy

Comments This manuscript will be available in ACL Anthology section EMNLP2021-Findings papers

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2021

2109.05052 2022-01-13 cs.CL cs.LG

Entity-Based Knowledge Conflicts in Question Answering

Shayne Longpre, Kartik Perisetla, Anthony Chen, Nikhil Ramesh, Chris DuBois, Sameer Singh

Comments Accepted to Empirical Methods in Natural Language Processing (EMNLP) 2021

2112.03000 2022-01-12 cs.CL cs.AI

Sequential Randomized Smoothing for Adversarially Robust Speech Recognition

Raphael Olivier, Bhiksha Raj

Comments This update adds some relevant references to past and concurrent work

Journal ref 2021.emnlp-main.514 (2021) 6372-6386

2007.04973 2022-01-10 cs.LG cs.AI cs.PL cs.SE stat.ML

Contrastive Code Representation Learning

Paras Jain, Ajay Jain, Tianjun Zhang, Pieter Abbeel, Joseph E. Gonzalez, Ion Stoica

Comments In Proceedings of EMNLP 2021. 19 pages, 16 figures, 9 tables. Code available at https://github.com/parasj/contracode

2109.14115 2022-01-02 cs.CV cs.AI

Visually Grounded Concept Composition

Bowen Zhang, Hexiang Hu, Linlu Qiu, Peter Shaw, Fei Sha

Comments Findings of EMNLP 2021

2104.08646 2021-12-30 cs.CL

Competency Problems: On Finding and Removing Artifacts in Language Data

Matt Gardner, William Merrill, Jesse Dodge, Matthew E. Peters, Alexis Ross, Sameer Singh, Noah A. Smith

Comments EMNLP 2021. This version fixes an error in Proposition 1 and adds discussion (the EMNLP camera ready version is unfixed) (and v3 adds the acknowledgements that we forgot to put into v2)

2004.04721 2021-12-28 cs.CL cs.LG

Translation Artifacts in Cross-lingual Transfer Learning

Mikel Artetxe, Gorka Labaka, Eneko Agirre

Comments EMNLP 2020

1809.01272 2021-12-28 cs.CL cs.AI cs.LG

Unsupervised Statistical Machine Translation

Mikel Artetxe, Gorka Labaka, Eneko Agirre

Comments EMNLP 2018

2004.14174 2021-12-23 cs.CL cs.AI cs.CR cs.LG

Reevaluating Adversarial Examples in Natural Language

John X. Morris, Eli Lifland, Jack Lanchantin, Yangfeng Ji, Yanjun Qi

Comments 15 pages; 9 Tables; 5 Figures

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2020

2110.14207 2021-12-22 cs.CL cs.AI

How Much Coffee Was Consumed During EMNLP 2019? Fermi Problems: A New Reasoning Challenge for AI

Ashwin Kalyan, Abhinav Kumar, Arjun Chandrasekaran, Ashish Sabharwal, Peter Clark

Comments Accepted for publication at EMNLP 2021, 11 pages, 5 tables, 4 figures

2112.02714 2021-12-21 cs.CL cs.AI cs.LG cs.NE

CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks

Zixuan Ke, Bing Liu, Hu Xu, Lei Shu

Journal ref EMNLP 2021

2010.16143 2021-12-20 cs.CL cs.LG

HyperText: Endowing FastText with Hyperbolic Geometry

Yudong Zhu, Di Zhou, Jinghui Xiao, Xin Jiang, Xiao Chen, Qun Liu

Comments Findings of EMNLP 2020

2112.09097 2021-12-17 cs.CL cs.AI cs.LG

Learning and Analyzing Generation Order for Undirected Sequence Models

Yichen Jiang, Mohit Bansal

Comments EMNLP 2021 Findings (12 pages)

2112.08653 2021-12-17 cs.CL

Reconsidering the Past: Optimizing Hidden States in Language Models

Davis Yoshida, Kevin Gimpel

Comments Findings of EMNLP version

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2021, pages 4099-4105

2109.06827 2021-12-16 cs.CL cs.LG

Types of Out-of-Distribution Texts and How to Detect Them

Udit Arora, William Huang, He He

Comments EMNLP 2021

2112.07165 2021-12-15 cs.CL cs.IR

Discovering Explanatory Sentences in Legal Case Decisions Using Pre-trained Language Models

Jaromir Savelka, Kevin D. Ashley

Comments 11 pages

Journal ref Savelka, Jaromir, and Kevin D. Ashley. "Discovering Explanatory Sentences in Legal Case Decisions Using Pre-trained Language Models." In Findings of the Association for Computational Linguistics: EMNLP 2021, pp. 4273-4283. 2021

2010.08242 2021-12-14 cs.CL

Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers

Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou

Comments 9 pages, 4 figures

Journal ref Findings of the Association for Computational Linguistics: EMNLP (2020) 1784-1795

2104.08211 2021-12-13 cs.CL

Robust Open-Vocabulary Translation from Visual Text Representations

Elizabeth Salesky, David Etter, Matt Post

Comments EMNLP 2021 + additional appendix

2010.12675 2021-12-13 cs.CL cs.LG

Overcoming Conflicting Data when Updating a Neural Semantic Parser

David Gaddy, Alex Kouzemtchenko, Pavankumar Reddy Muddireddy, Prateek Kolhar, Rushin Shah

Comments Accepted at Workshop on NLP for Conversational AI (NLP4ConvAI) at EMNLP 2021

2109.09991 2021-12-09 cs.CL

Learning Kernel-Smoothed Machine Translation with Retrieved Examples

Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li

Comments EMNLP 2021

2109.07263 2021-12-08 cs.CL cs.LG

End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs

Dinesh Raghu, Shantanu Agarwal, Sachindra Joshi, Mausam

Comments This is a Post-EMNLP Version that contains results on the new hidden test set. D.Raghu and S.Agarwal contributed equally to this work

2112.00800 2021-12-03 cs.CL cs.AI

Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text

Christopher Clark, Jordi Salvador, Dustin Schwenk, Derrick Bonafilia, Mark Yatskar, Eric Kolve, Alvaro Herrasti, Jonghyun Choi, Sachin Mehta, Sam Skjonsberg, Carissa Schoenick, Aaron Sarnat, Hannaneh Hajishirzi, Aniruddha Kembhavi, Oren Etzioni, Ali Farhadi

Comments In EMNLP 2021

2110.05717 2021-12-02 cs.CV cs.CL

Relation-aware Video Reading Comprehension for Temporal Language Grounding

Jialin Gao, Xin Sun, Mengmeng Xu, Xi Zhou, Bernard Ghanem

Comments Accepted by EMNLP-21

2108.12987 2021-12-01 cs.SE

CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees

Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, Hongbin Sun

Comments Accepted by EMNLP 2021

2104.08707 2021-11-30 cs.IR

Contextualized Query Embeddings for Conversational Search

Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin

Comments Published in EMNLP 2021

1704.05021 2021-11-30 cs.CL cs.DC cs.LG

Sparse Communication for Distributed Gradient Descent

Alham Fikri Aji, Kenneth Heafield

Comments EMNLP 2017

Journal ref EMNLP 2017, 440-445