ACL - arXivDaily 期刊&会议

2105.12907 2021-09-17 cs.CL

Directed Acyclic Graph Network for Conversational Emotion Recognition

Weizhou Shen, Siyue Wu, Yunyi Yang, Xiaojun Quan

Comments Accepted to ACL-IJCNLP 2021 main conference

2109.06536 2021-09-15 cs.CL

Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder

Yao Qiu, Jinchao Zhang, Jie Zhou

Comments Accepted as a long paper at ACL 2021 (Findings)

2106.03806 2021-09-15 cs.CL cs.AI

Deep Context- and Relation-Aware Learning for Aspect-based Sentiment Analysis

Shinhyeok Oh, Dongyub Lee, Taesun Whang, IlNam Park, Gaeun Seo, EungGyun Kim, Harksoo Kim

Comments Accepted to ACL-IJCNLP 2021

2104.07079 2021-09-15 cs.CL cs.AI cs.LG

Modeling Human Mental States with an Entity-based Narrative Graph

I-Ta Lee, Maria Leonor Pacheco, Dan Goldwasser

Comments Accepted at NAACL 2021

Journal ref Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

2101.10435 2021-09-15 cs.CL cs.AI cs.LG

Randomized Deep Structured Prediction for Discourse-Level Processing

Manuel Widmoser, Maria Leonor Pacheco, Jean Honorio, Dan Goldwasser

Comments Accepted to EACL 2021

Journal ref Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

2106.06381 2021-09-14 cs.CL

Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment

Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei

Comments ACL 2021

2012.11747 2021-09-14 cs.LG

RealFormer: Transformer Likes Residual Attention

Ruining He, Anirudh Ravula, Bhargav Kanagal, Joshua Ainslie

Comments Findings of ACL-IJCNLP 2021

2105.03432 2021-09-13 cs.CL cs.LG

Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation

Giulio Zhou, Gerasimos Lampouras

Comments ACL-IJCNLP 2021 camera ready version

1911.03437 2021-09-10 cs.CL cs.LG math.OC

SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization

Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Tuo Zhao

Comments The 58th annual meeting of the Association for Computational Linguistics (ACL 2020)

1906.04236 2021-09-10 cs.CL cs.CV

Identifying Visible Actions in Lifestyle Vlogs

Oana Ignat, Laura Burdick, Jia Deng, Rada Mihalcea

Comments Accepted at ACL 2019

2012.15606 2021-09-09 cs.CL

HateCheck: Functional Tests for Hate Speech Detection Models

Paul Röttger, Bertram Vidgen, Dong Nguyen, Zeerak Waseem, Helen Margetts, Janet B. Pierrehumbert

Comments Accepted at ACL 2021 (Main Conference)

2109.02935 2021-09-08 cs.CL

Data Driven Content Creation using Statistical and Natural Language Processing Techniques for Financial Domain

Ankush Chopra, Prateek Nagwanshi, Sohom Ghosh

Comments In Proceedings of The 3rd Financial Narrative Processing Workshop (FNP 2021) [To be published in ACL Anthology]

2109.02071 2021-09-07 cs.CL

End-to-End Self-Debiasing Framework for Robust NLU Training

Abbas Ghaddar, Philippe Langlais, Mehdi Rezagholizadeh, Ahmad Rashid

Comments Findings ACL 2021

Journal ref Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021; August; 2021; pages 1923--1929

2109.01862 2021-09-07 cs.CL cs.AI

Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation Approach

Zhe Lin, Xiaojun Wan

Comments Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021

2109.01754 2021-09-07 cs.CL cs.AI cs.LG

Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models

Rakesh Chada, Pradeep Natarajan, Darshan Fofadiya, Prathap Ramachandra

Comments Accepted to ACL Findings 2021

2109.01518 2021-09-06 cs.LG cs.CL

Biomedical Data-to-Text Generation via Fine-Tuning Transformers

Ruslan Yermakov, Nicholas Drago, Angelo Ziletti

Comments Accepted at ACL-INGL2021 (International Conference on Natural Language Generation organised by the Association for Computational Linguistics)

2101.00391 2021-09-06 cs.CL

Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering

Najoung Kim, Ellie Pavlick, Burcu Karagol Ayan, Deepak Ramachandran

Comments ACL 2021 Camera-ready

2109.00591 2021-09-03 cs.CL cs.AI

Fight Fire with Fire: Fine-tuning Hate Detectors using Large Samples of Generated Hate Speech

Tomer Wullach, Amir Adler, Einat Minkov

Comments Accepted to Findings of ACL: EMNLP 2021

2109.00165 2021-09-02 cs.CL cs.IR

An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages

Xinyu Lu, Jipeng Qiang, Yun Li, Yunhao Yuan, Yi Zhu

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

2105.07464 2021-09-02 cs.CL cs.AI cs.LG

Few-NERD: A Few-Shot Named Entity Recognition Dataset

Ning Ding, Guangwei Xu, Yulin Chen, Xiaobin Wang, Xu Han, Pengjun Xie, Hai-Tao Zheng, Zhiyuan Liu

Comments Accepted by ACL-IJCNLP 2021 (long paper), update

2106.04847 2021-09-01 cs.CL

UniKeyphrase: A Unified Extraction and Generation Framework for Keyphrase Prediction

Huanqin Wu, Wei Liu, Lei Li, Dan Nie, Tao Chen, Feng Zhang, Di Wang

Comments 11pages, 6 figures, 6 tables, published in ACL 2021 findings

2012.14756 2021-09-01 cs.CL

Dialogue Response Selection with Hierarchical Curriculum Learning

Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang

Comments Accepted as long paper to the main conference of ACL2021

2005.02324 2021-09-01 cs.CL

Neural CRF Model for Sentence Alignment in Text Simplification

Chao Jiang, Mounica Maddela, Wuwei Lan, Yang Zhong, Wei Xu

Comments The paper has been accepted to ACL 2020

2106.00085 2021-08-31 cs.CL

Language Model Evaluation Beyond Perplexity

Clara Meister, Ryan Cotterell

Comments ACL 2021

2104.04739 2021-08-30 cs.CL cs.AI cs.IR cs.LG

MIPT-NSU-UTMN at SemEval-2021 Task 5: Ensembling Learning with Pre-trained Language Models for Toxic Spans Detection

Mikhail Kotyushev, Anna Glazkova, Dmitry Morozov

Comments Accepted at SemEval-2021 Workshop, ACL-IJCNLP 2021

Journal ref Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021)", pp. 913-918, 2021

2108.01387 2021-08-26 cs.CL

Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion

Yixin Cao, Xiang Ji, Xin Lv, Juanzi Li, Yonggang Wen, Hanwang Zhang

Comments 15 pages, 13 figures, ACL'2021

1911.04942 2021-08-25 cs.CL cs.AI

RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers

Bailin Wang, Richard Shin, Xiaodong Liu, Oleksandr Polozov, Matthew Richardson

Comments Fix some errors of ACL 2020 camera-ready; 12 pages, 5 figures, 7 tables. arXiv admin note: text overlap with arXiv:1906.11790

2108.09485 2021-08-24 cs.CL

Yseop at FinSim-3 Shared Task 2021: Specializing Financial Domain Learning with Phrase Representations

Hanna Abi Akl, Dominique Mariko, Hugues de Mazancourt

Comments To be published in ACL Anthology

1906.04225 2021-08-24 cs.CL

Label-Agnostic Sequence Labeling by Copying Nearest Neighbors

Sam Wiseman, Karl Stratos

Comments ACL 2019; updated to correct erroneous usage of "zero-shot"

2108.08983 2021-08-23 cs.CL

SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining

Taolin Zhang, Zerui Cai, Chengyu Wang, Minghui Qiu, Bite Yang, Xiaofeng He

Comments ACL2021