EMNLP - arXivDaily 期刊&会议

2211.00498 2022-11-02 cs.CY

Should I disclose my dataset? Caveats between reproducibility and individual data rights

Raysa M. Benatti, Camila M. L. Villarroel, Sandra Avila, Esther L. Colombini, Fabiana C. Severi

Comments 10 pages, 2 figures. To be published in the 4th Workshop on Natural Legal Language Processing (NLLP 2022), co-located with the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)

2211.00430 2022-11-02 cs.CL cs.AI

VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding

Dou Hu, Xiaolong Hou, Xiyang Du, Mengyuan Zhou, Lianxin Jiang, Yang Mo, Xiaofeng Shi

Comments 11 pages, accepted by Findings of EMNLP 2022

2210.04873 2022-11-02 cs.CL

CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation

Tanay Dixit, Bhargavi Paranjape, Hannaneh Hajishirzi, Luke Zettlemoyer

Comments Findings EMNLP 2022

2204.07447 2022-11-02 cs.CL cs.LG

Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters

Tal Schuster, Sihao Chen, Senaka Buthpitiya, Alex Fabrikant, Donald Metzler

Comments Findings of EMNLP 2022

2112.05125 2022-11-02 cs.CL

Rethinking the Authorship Verification Experimental Setups

Florin Brad, Andrei Manolache, Elena Burceanu, Antonio Barbalau, Radu Ionescu, Marius Popescu

Comments Accepted as a short paper at the EMNLP 2022 conference. 10 pages, 5 figures, 9 tables

2211.00295 2022-11-02 cs.CL cs.AI

CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation

Abhilasha Ravichander, Matt Gardner, Ana Marasović

Comments EMNLP 2022

2211.00294 2022-11-02 cs.CL

FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness

Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Ziqiang Cao, Sujian Li, Hua Wu

Comments Findings of EMNLP 2022

2211.00153 2022-11-02 cs.CL cs.AI cs.LG

Do LSTMs See Gender? Probing the Ability of LSTMs to Learn Abstract Syntactic Rules

Priyanka Sukumaran, Conor Houghton, Nina Kazanina

Comments Accepted at EMNLP 2022 Workshop BlackBoxNLP: Analysing and Interpreting Neural Networks for NLP

2210.15777 2022-11-02 cs.CL cs.IR

Reinforced Question Rewriting for Conversational Question Answering

Zhiyu Chen, Jie Zhao, Anjie Fang, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi

Comments A cleaned version of our paper Accepted by EMNLP 2022 (Industry Track)

2210.12357 2022-11-02 cs.CL cs.AI cs.SD eess.AS

Information-Transport-based Policy for Simultaneous Translation

Shaolei Zhang, Yang Feng

Comments Accept to EMNLP 2022 main conference. 22 pages, 16 figures, 8 tables

2210.08821 2022-11-02 cs.CL cs.MM

MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion

Yu Zhao, Xiangrui Cai, Yike Wu, Haiwei Zhang, Ying Zhang, Guoqing Zhao, Ning Jiang

Comments Accepted by EMNLP 2022

2210.08355 2022-11-02 cs.CL

A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing

Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura, Masaaki Nagata

Comments Accepted in Findings of EMNLP 2022

2205.06938 2022-11-02 cs.CL

Generating Literal and Implied Subquestions to Fact-check Complex Claims

Jifan Chen, Aniruddh Sriram, Eunsol Choi, Greg Durrett

Journal ref EMNLP 2022

2204.11454 2022-11-02 cs.CL cs.SE

Natural Language to Code Translation with Execution

Freda Shi, Daniel Fried, Marjan Ghazvininejad, Luke Zettlemoyer, Sida I. Wang

Comments EMNLP 2022

2204.07693 2022-11-02 cs.CL

Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes

Kaige Xie, Sarah Wiegreffe, Mark Riedl

Comments Accepted to EMNLP 2022 Findings

2111.00607 2022-11-02 cs.CL

A Systematic Investigation of Commonsense Knowledge in Large Language Models

Xiang Lorraine Li, Adhiguna Kuncoro, Jordan Hoffmann, Cyprien de Masson d'Autume, Phil Blunsom, Aida Nematzadeh

Comments Accepted to EMNLP 2022

2101.06561 2022-11-02 cs.CL cs.AI

GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation

Daniel Khashabi, Gabriel Stanovsky, Jonathan Bragg, Nicholas Lourie, Jungo Kasai, Yejin Choi, Noah A. Smith, Daniel S. Weld

Comments Accepted to EMNLP 2022 main conference, visit our project page at: https://genie.apps.allenai.org

1812.11321 2022-11-02 cs.IR cs.AI cs.CL cs.LG

Attention-Based Capsule Networks with Dynamic Routing for Relation Extraction

Ningyu Zhang, Shumin Deng, Zhanlin Sun, Xi Chen, Wei Zhang, Huajun Chen

Comments To be published in EMNLP 2018

2210.17541 2022-11-01 cs.CL cs.LG

Zero-Shot Text Classification with Self-Training

Ariel Gera, Alon Halfon, Eyal Shnarch, Yotam Perlitz, Liat Ein-Dor, Noam Slonim

Comments 9 pages, 5 figures; To be published in EMNLP 2022

2210.17463 2022-11-01 cs.CL

Domain Curricula for Code-Switched MT at MixMT 2022

Lekan Raheem, Maab Elrashid

Comments The paper composed of 6 pages, it contains 3 figures and 4 tables, it has been accepted at the EMNLP 2022, SEVENTH CONFERENCE ON MACHINE TRANSLATION (WMT22)

2210.17418 2022-11-01 cs.CL cs.AI cs.LG

Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model

Nico Daheim, David Thulke, Christian Dugast, Hermann Ney

Comments Accepted to Findings of EMNLP 2022

2210.17378 2022-11-01 cs.CL

Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency

Yanzhu Guo, Chloé Clavel, Moussa Kamal Eddine, Michalis Vazirgiannis

Comments Accepted to EMNLP 2022

2210.17301 2022-11-01 cs.CL

Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5

Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Aline Villavicencio, Iryna Gurevych

Comments Accepted for publication in the Proceedings of the Second Workshop on Figurative Language Processing (colocated with EMNLP 2022). Code and models at https://github.com/Rachneet/cross-task-figurative-explanations

2210.17238 2022-11-01 cs.CL

Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task

Nyoungwoo Lee, ChaeHun Park, Ho-Jin Choi, Jaegul Choo

Comments EMNLP 2022

2210.17236 2022-11-01 cs.PL cs.CL cs.SE

When Language Model Meets Private Library

Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou

Comments EMNLP 2022 Findings

2210.17170 2022-11-01 cs.IR

Efficient Document Retrieval by End-to-End Refining and Quantizing BERT Embedding with Contrastive Product Quantization

Zexuan Qiu, Qinliang Su, Jianxing Yu, Shijing Si

Journal ref EMNLP 2022

2210.17167 2022-11-01 cs.CL

Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives

Si Sun, Chenyan Xiong, Yue Yu, Arnold Overwijk, Zhiyuan Liu, Jie Bao

Comments Accepted to EMNLP 2022 main conference

2210.17157 2022-11-01 cs.CL

1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector

Xingran Chen, Ge Zhang, Adam Nik, Mingyu Li, Jie Fu

Comments paper of CASE workshop in EMNLP 2022

2210.17127 2022-11-01 cs.CL

Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change

Zhaochen Su, Zecheng Tang, Xinyan Guan, Juntao Li, Lijun Wu, Min Zhang

Comments EMNLP 2022, Long paper

2210.17095 2022-11-01 cs.CL

RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees

Tengxiao Liu, Qipeng Guo, Xiangkun Hu, Yue Zhang, Xipeng Qiu, Zheng Zhang

Comments EMNLP 2022