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期刊&会议

Conference on Empirical Methods in Natural Language Processing · 会议 · Natural Language Processing

共收录 7868
2211.03634 2022-11-08 cs.CL

No Word Embedding Model Is Perfect: Evaluating the Representation Accuracy for Social Bias in the Media

Maximilian Spliethöver, Maximilian Keiff, Henning Wachsmuth

Comments Accepted to Findings of the Association for Computational Linguistics: EMNLP 2022

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2211.03511 2022-11-08 cs.CL

End-to-End Evaluation of a Spoken Dialogue System for Learning Basic Mathematics

Eda Okur, Saurav Sahay, Roddy Fuentes Alba, Lama Nachman

Comments Proceedings of the 1st Workshop on Mathematical Natural Language Processing (MathNLP) at EMNLP 2022

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2211.03495 2022-11-08 cs.CL cs.LG

How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers

Michael Hassid, Hao Peng, Daniel Rotem, Jungo Kasai, Ivan Montero, Noah A. Smith, Roy Schwartz

Comments Findings of EMNLP 2022

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2211.03442 2022-11-08 cs.CL cs.AI

Named Entity Recognition in Indian court judgments

Prathamesh Kalamkar, Astha Agarwal, Aman Tiwari, Smita Gupta, Saurabh Karn, Vivek Raghavan

Comments to be published in NLLP 2022 Workshop at EMNLP

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2211.03433 2022-11-08 cs.CL cs.CY

Human-Machine Collaboration Approaches to Build a Dialogue Dataset for Hate Speech Countering

Helena Bonaldi, Sara Dellantonio, Serra Sinem Tekiroglu, Marco Guerini

Comments To appear in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (long paper)

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2211.03305 2022-11-08 cs.CL

Contrastive Learning enhanced Author-Style Headline Generation

Hui Liu, Weidong Guo, Yige Chen, Xiangyang Li

Comments Accepted at EMNLP 2022

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2211.03270 2022-11-08 cs.CL

Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition

Youcheng Huang, Wenqiang Lei, Jie Fu, Jiancheng Lv

Comments Findings of EMNLP 2022

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2211.03229 2022-11-08 cs.CL

Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions

Yang Zhong, Diane Litman

Comments NLLP Workshop Camera Ready in EMNLP 2022

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2211.03041 2022-11-08 cs.CL cs.AI

Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates

Dongfang Li, Baotian Hu, Qingcai Chen

Comments EMNLP 2022

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2211.02971 2022-11-08 cs.CL

Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference

Mobashir Sadat, Cornelia Caragea

Comments Accepted in EMNLP 2022 (Findings)

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2211.02950 2022-11-08 cs.CL

The Legal Argument Reasoning Task in Civil Procedure

Leonard Bongard, Lena Held, Ivan Habernal

Comments Camera ready, to appear at the Natural Legal Language Processing Workshop 2022 co-located with EMNLP

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2211.02848 2022-11-08 cs.CL

Aligning Recommendation and Conversation via Dual Imitation

Jinfeng Zhou, Bo Wang, Minlie Huang, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou

Comments EMNLP 2022

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2211.02816 2022-11-08 cs.CL cs.AI cs.LG

PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training

Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du

Comments EMNLP 2022

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2211.02810 2022-11-08 cs.CL

Hierarchical Multi-Label Classification of Scientific Documents

Mobashir Sadat, Cornelia Caragea

Comments Accepted in EMNLP 2022 main conference

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2211.02729 2022-11-08 cs.CL

1Cademy @ Causal News Corpus 2022: Leveraging Self-Training in Causality Classification of Socio-Political Event Data

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

Comments Paper from CASE workshop at EMNLP 2022

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2210.15553 2022-11-08 cs.CL cs.AI cs.LG

Improving abstractive summarization with energy-based re-ranking

Diogo Pernes, Afonso Mendes, André F. T. Martins

Comments 2nd Workshop on Natural Language Generation, Evaluation, and Metrics (GEM) at EMNLP 2022

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2210.10375 2022-11-08 cs.CL cs.AI

Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs

Bowen Xing, Ivor W. Tsang

Comments Accepted as Oral Presentation at EMNLP 2022

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2210.10369 2022-11-08 cs.CL cs.AI

Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling

Bowen Xing, Ivor W. Tsang

Comments Accepted to EMNLP 2022 Main Conference

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2210.04573 2022-11-08 cs.CL cs.LG

HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crisis Response

Selim Fekih, Nicolò Tamagnone, Benjamin Minixhofer, Ranjan Shrestha, Ximena Contla, Ewan Oglethorpe, Navid Rekabsaz

Comments Published at Findings of EMNLP 2022

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2210.02675 2022-11-08 cs.CL

Look Ma, Only 400 Samples! Revisiting the Effectiveness of Automatic N-Gram Rule Generation for Spelling Normalization in Filipino

Lorenzo Jaime Yu Flores, Dragomir Radev

Comments 4 pages, 1 figure, Presented at EMNLP 2022 Third Workshop on Simple and Efficient Natural Language Processing

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2205.12078 2022-11-08 cs.CL cs.DB

GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation

Lunyiu Nie, Shulin Cao, Jiaxin Shi, Jiuding Sun, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai

Comments EMNLP 2022 Main Conference Long Paper

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2205.11631 2022-11-08 cs.CL

Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer

Javier Ferrando, Gerard I. Gállego, Belen Alastruey, Carlos Escolano, Marta R. Costa-jussà

Comments EMNLP 2022

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2203.08410 2022-11-08 cs.CL cs.IR

Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again

Bernal Jiménez Gutiérrez, Nikolas McNeal, Clay Washington, You Chen, Lang Li, Huan Sun, Yu Su

Comments EMNLP-Findings 2022

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2112.08808 2022-11-08 cs.CL

Simple Questions Generate Named Entity Recognition Datasets

Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang

Comments EMNLP 2022. Code and datasets available at https://github.com/dmis-lab/GeNER

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2211.02646 2022-11-07 cs.LG cs.AI cs.MM

Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions

Gaurav Verma, Vishwa Vinay, Ryan A. Rossi, Srijan Kumar

Comments Accepted at the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP); Full Paper (Oral)

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2211.02580 2022-11-07 cs.CL cs.AI cs.CV

Evaluating and Improving Factuality in Multimodal Abstractive Summarization

David Wan, Mohit Bansal

Comments EMNLP 2022 (17 pages)

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2211.02570 2022-11-07 cs.CL cs.LG

The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation

Barbara Plank

Comments EMNLP 2022

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2211.02429 2022-11-07 cs.CL

Dealing with Abbreviations in the Slovenian Biographical Lexicon

Angel Daza, Antske Fokkens, Tomaž Erjavec

Comments To be presented at The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022)

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2211.02269 2022-11-07 cs.CL

Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis

Changyuan Qiu, Winston Wu, Xinliang Frederick Zhang, Lu Wang

Comments EMNLP 2022

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2211.02162 2022-11-07 cs.CL

Time-aware Prompting for Text Generation

Shuyang Cao, Lu Wang

Comments EMNLP 2022 Findings (short paper)

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