EMNLP - arXivDaily 期刊&会议

2109.12640 2021-09-28 cs.CL

An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces

Kelly Marchisio, Youngser Park, Ali Saad-Eldin, Anton Alyakin, Kevin Duh, Carey Priebe, Philipp Koehn

Comments EMNLP Findings 2021 Camera-Ready

2109.12599 2021-09-28 cs.CL

DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings

Che Liu, Rui Wang, Jinghua Liu, Jian Sun, Fei Huang, Luo Si

Comments Accepted as Long Paper at "EMNLP,2021"

2109.12533 2021-09-28 cs.CL cs.AI cs.LG

BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models

Yi Liu, Guoan Zhang, Puning Yu, Jianlin Su, Shengfeng Pan

Comments emnlp workshop

2109.12487 2021-09-28 cs.CL

Parallel Refinements for Lexically Constrained Text Generation with BART

Xingwei He

Comments Accepted to the main conference of EMNLP 2021

2109.12457 2021-09-28 cs.CL

Learning to Selectively Learn for Weakly-supervised Paraphrase Generation

Kaize Ding, Dingcheng Li, Alexander Hanbo Li, Xing Fan, Chenlei Guo, Yang Liu, Huan Liu

Comments Accepted by EMNLP 2021 (long)

2109.12393 2021-09-28 cs.CL

Sorting through the noise: Testing robustness of information processing in pre-trained language models

Lalchand Pandia, Allyson Ettinger

Comments Accepted at EMNLP 2021

2109.12302 2021-09-28 cs.CL cs.AI

Learning Neural Templates for Recommender Dialogue System

Zujie Liang, Huang Hu, Can Xu, Jian Miao, Yingying He, Yining Chen, Xiubo Geng, Fan Liang, Daxin Jiang

Comments EMNLP 2021 long paper, code link: https://github.com/jokieleung/NTRD

2109.12296 2021-09-28 cs.CL

Jointly Learning to Repair Code and Generate Commit Message

Jiaqi Bai, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Zhoujun Li

Comments Accepted to the 2021 Conference on Empirical Methods in Natural Language Processing

2109.12243 2021-09-28 cs.CL

Systematic Generalization on gSCAN: What is Nearly Solved and What is Next?

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

Comments EMNLP 2021

2109.12242 2021-09-28 cs.CL

Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation

An Yan, Zexue He, Xing Lu, Jiang Du, Eric Chang, Amilcare Gentili, Julian McAuley, Chun-Nan Hsu

Comments Findings of EMNLP 2021

2109.12211 2021-09-28 cs.CL

Style Control for Schema-Guided Natural Language Generation

Alicia Y. Tsai, Shereen Oraby, Vittorio Perera, Jiun-Yu Kao, Yuheng Du, Anjali Narayan-Chen, Tagyoung Chung, Dilek Hakkani-Tur

Comments Accepted at the 3rd Workshop on NLP for ConvAI at EMNLP '21

2109.12174 2021-09-28 cs.CL cs.LG

Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations

Longxiang Zhang, Renato Negrinho, Arindam Ghosh, Vasudevan Jagannathan, Hamid Reza Hassanzadeh, Thomas Schaaf, Matthew R. Gormley

Comments Accepted in Findings of the EMNLP 2021. Code is available at https://github.com/negrinho/medical_conversation_summarization

2109.12072 2021-09-27 cs.CL

SD-QA: Spoken Dialectal Question Answering for the Real World

Fahim Faisal, Sharlina Keshava, Md Mahfuz ibn Alam, Antonios Anastasopoulos

Comments EMNLP 2021 Findings

2109.12026 2021-09-27 cs.LG cs.IR

Description-based Label Attention Classifier for Explainable ICD-9 Classification

Malte Feucht, Zhiliang Wu, Sophia Althammer, Volker Tresp

Comments Accepted at the Workshop on Noisy User-generated Text (W-NUT) at EMNLP 2021

2109.12008 2021-09-27 cs.CL cs.LG

Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction

Bruno Taillé, Vincent Guigue, Geoffrey Scoutheeten, Patrick Gallinari

Comments Accepted at EMNLP 2021

2109.11708 2021-09-27 cs.CL

Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding

Zexue He, Bodhisattwa Prasad Majumder, Julian McAuley

Comments To appear at EMNLP-2021 as Findings

2109.11635 2021-09-27 cs.CL

Revisiting the Uniform Information Density Hypothesis

Clara Meister, Tiago Pimentel, Patrick Haller, Lena Jäger, Ryan Cotterell, Roger Levy

Journal ref Proceedings of EMNLP 2021

2109.11621 2021-09-27 cs.CL

iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration

Eran Hirsch, Alon Eirew, Ori Shapira, Avi Caciularu, Arie Cattan, Ori Ernst, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Ido Dagan

Comments Proceedings of EMNLP 2021, System Demonstrations. 7 pages and an appendix

2108.01879 2021-09-27 cs.CL

Summary Explorer: Visualizing the State of the Art in Text Summarization

Shahbaz Syed, Tariq Yousef, Khalid Al-Khatib, Stefan Jänicke, Martin Potthast

Comments Accepted as system demonstration at EMNLP 2021

2010.12730 2021-09-27 cs.CL

Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality

Gustavo Aguilar, Bryan McCann, Tong Niu, Nazneen Rajani, Nitish Keskar, Thamar Solorio

Comments Findings of EMNLP 2020

2009.14578 2021-09-27 cs.CL cs.IR

Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text

Shaoxiong Ji, Erik Cambria, Pekka Marttinen

Comments The 3rd Clinical Natural Language Processing Workshop at EMNLP 2020

2109.11503 2021-09-24 cs.CL cs.AI

Finding a Balanced Degree of Automation for Summary Evaluation

Shiyue Zhang, Mohit Bansal

Comments EMNLP 2021 (17 pages)

2109.11295 2021-09-24 cs.CL cs.LG

Dynamic Knowledge Distillation for Pre-trained Language Models

Lei Li, Yankai Lin, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun

Comments Main Conference EMNLP 2021, Camera Ready

2109.11256 2021-09-24 cs.CL cs.AI

Can Question Generation Debias Question Answering Models? A Case Study on Question-Context Lexical Overlap

Kazutoshi Shinoda, Saku Sugawara, Akiko Aizawa

Comments MRQA workshop at EMNLP 2021

2109.11177 2021-09-24 cs.CL

Exploiting Curriculum Learning in Unsupervised Neural Machine Translation

Jinliang Lu, Jiajun Zhang

Comments Camera-ready for Findings of EMNLP 2021

2109.11171 2021-09-24 cs.CL cs.AI cs.LG

Zero-Shot Information Extraction as a Unified Text-to-Triple Translation

Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song

Comments EMNLP 2021; 14 pages, 5 figures, 9 tables

2109.11061 2021-09-24 cs.CL cs.CY

Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender

Sky CH-Wang, David Jurgens

Comments Proceedings of EMNLP 2021

2109.11058 2021-09-24 cs.CL

Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models

Yiwen Wang, Jennifer Hu, Roger Levy, Peng Qian

Comments To appear in the Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021)

2109.11020 2021-09-24 cs.CL cs.AI cs.LG

Exploring Decomposition for Table-based Fact Verification

Xiaoyu Yang, Xiaodan Zhu

Comments Accepted by Findings of EMNLP 2021

2109.00194 2021-09-24 cs.CL cs.LG

Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation

Liyan Xu, Xuchao Zhang, Xujiang Zhao, Haifeng Chen, Feng Chen, Jinho D. Choi

Comments Accepted to EMNLP 2021