Computation and Language

Authors and titles for June 2021

[1] arXiv:2106.00055 [pdf, other]

Title: More than just Frequency? Demasking Unsupervised Hypernymy Prediction Methods

Thomas Bott, Dominik Schlechtweg, Sabine Schulte im Walde

Comments: ACL Findings, 5 pages

Subjects: Computation and Language (cs.CL)

[2] arXiv:2106.00085 [pdf, other]

Title: Language Model Evaluation Beyond Perplexity

Clara Meister, Ryan Cotterell

Comments: ACL 2021

Subjects: Computation and Language (cs.CL)

[3] arXiv:2106.00104 [pdf, other]

Title: Text Summarization with Latent Queries

Yumo Xu, Mirella Lapata

Comments: 12 pages

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[4] arXiv:2106.00130 [pdf, other]

Title: Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents

Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He

Comments: Accepted at ACL2021

Subjects: Computation and Language (cs.CL)

[5] arXiv:2106.00139 [pdf, other]

Title: Training ELECTRA Augmented with Multi-word Selection

Jiaming Shen, Jialu Liu, Tianqi Liu, Cong Yu, Jiawei Han

Comments: Accepted in Findings of ACL 2021

Subjects: Computation and Language (cs.CL)

[6] arXiv:2106.00143 [pdf, other]

Title: An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers

Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov

Comments: Accepted to appear at the ACL-IJCNLP 2021 Main conference

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[7] arXiv:2106.00145 [pdf, other]

Title: Corpus-Based Paraphrase Detection Experiments and Review

Tedo Vrbanec, Ana Mestrovic

Comments: 25 pages, 7 figures, 4 tables

Journal-ref: In Information (Switzerland) (Vol. 11, Issue 5, p. 241). 2020, MDPI AG

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[8] arXiv:2106.00149 [pdf, other]

Title: HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization

Jiaao Chen, Dinghan Shen, Weizhu Chen, Diyi Yang

Comments: ACL 2021

Subjects: Computation and Language (cs.CL)

[9] arXiv:2106.00162 [pdf, other]

Title: HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations

Weixin Liang, Kai-Hui Liang, Zhou Yu

Comments: ACL 2021. Code & data available at this https URL

Subjects: Computation and Language (cs.CL)

[10] arXiv:2106.00169 [pdf, other]

Title: Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation

Adithya Renduchintala, Denise Diaz, Kenneth Heafield, Xian Li, Mona Diab

Comments: Accepted at ACL 2021

Subjects: Computation and Language (cs.CL)

[11] arXiv:2106.00181 [pdf, other]

Title: Gender Bias Hidden Behind Chinese Word Embeddings: The Case of Chinese Adjectives

Meichun Jiao, Ziyang Luo

Comments: Accepted at the 3rd Workshop on Gender Bias in Natural Language Processing

Subjects: Computation and Language (cs.CL)

[12] arXiv:2106.00188 [pdf, other]

Title: PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World

Rowan Zellers, Ari Holtzman, Matthew Peters, Roozbeh Mottaghi, Aniruddha Kembhavi, Ali Farhadi, Yejin Choi

Comments: ACL 2021 camera ready, project page at this https URL

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[13] arXiv:2106.00197 [pdf, other]

Title: Multilingual Speech Translation with Unified Transformer: Huawei Noah's Ark Lab at IWSLT 2021

Xingshan Zeng, Liangyou Li, Qun Liu

Comments: IWSLT 2021

Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[14] arXiv:2106.00200 [pdf, other]

Title: Iterative Hierarchical Attention for Answering Complex Questions over Long Documents

Haitian Sun, William W. Cohen, Ruslan Salakhutdinov

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[15] arXiv:2106.00210 [pdf, other]

Title: Improving Formality Style Transfer with Context-Aware Rule Injection

Zonghai Yao, Hong Yu

Comments: ACL2021

Subjects: Computation and Language (cs.CL)

[16] arXiv:2106.00218 [pdf, other]

Title: Discontinuous Named Entity Recognition as Maximal Clique Discovery

Yucheng Wang, Bowen Yu, Hongsong Zhu, Tingwen Liu, Nan Yu, Limin Sun

Comments: ACL 2021, this https URL

Subjects: Computation and Language (cs.CL)

[17] arXiv:2106.00219 [pdf, other]

Title: Question-aware Transformer Models for Consumer Health Question Summarization

Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman

Subjects: Computation and Language (cs.CL)

[18] arXiv:2106.00237 [pdf, other]

Title: Improving Automatic Hate Speech Detection with Multiword Expression Features

Nicolas Zampieri, Irina Illina, Dominique Fohr

Comments: In Proceedings of NLDB 2021

Subjects: Computation and Language (cs.CL)

[19] arXiv:2106.00240 [pdf, other]

Title: Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble

Kshitij Gupta, Devansh Gautam, Radhika Mamidi

Comments: 7 pages, accepted at SemEval-2021 co-located with ACL-IJCNLP 2021

Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)

[20] arXiv:2106.00241 [pdf, other]

Title: Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition

Shining Liang, Ming Gong, Jian Pei, Linjun Shou, Wanli Zuo, Xianglin Zuo, Daxin Jiang

Comments: KDD 2021

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[21] arXiv:2106.00248 [pdf, other]

Title: Volta at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables using TAPAS and Transfer Learning

Devansh Gautam, Kshitij Gupta, Manish Shrivastava

Comments: 9 pages, accepted at SemEval-2021 co-located with ACL-IJCNLP 2021

Subjects: Computation and Language (cs.CL)

[22] arXiv:2106.00250 [pdf, other]

Title: ViTA: Visual-Linguistic Translation by Aligning Object Tags

Kshitij Gupta, Devansh Gautam, Radhika Mamidi

Comments: 7 pages, accepted at WAT-2021 co-located with ACL-IJCNLP 2021

Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)

[23] arXiv:2106.00257 [pdf, other]

Title: A Coarse to Fine Question Answering System based on Reinforcement Learning

Yu Wang, Hongxia Jin

Comments: 9 pages, original work published in AAAI 2019

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[24] arXiv:2106.00261 [pdf, other]

Title: Exploring Dynamic Selection of Branch Expansion Orders for Code Generation

Hui Jiang, Chulun Zhou, Fandong Meng, Biao Zhang, Jie Zhou, Degen Huang, Qingqiang Wu, Jinsong Su

Comments: Accepted by ACL 2021 main conference

Subjects: Computation and Language (cs.CL)

[25] arXiv:2106.00291 [pdf, other]

Title: Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking

Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu

Comments: 7 pages, 2 figures, accepted to ACL21

Subjects: Computation and Language (cs.CL)

[26] arXiv:2106.00316 [pdf, other]

Title: LenAtten: An Effective Length Controlling Unit For Text Summarization

Zhongyi Yu, Zhenghao Wu, Hao Zheng, Zhe XuanYuan, Jefferson Fong, Weifeng Su

Comments: 8 pages, accepted at Findings of ACL 2021 (short)

Subjects: Computation and Language (cs.CL)

[27] arXiv:2106.00320 [pdf, other]

Title: Distribution Matching for Rationalization

Yongfeng Huang, Yujun Chen, Yulun Du, Zhilin Yang

Comments: Accepted by AAAI2021

Journal-ref: AAAI 2021

Subjects: Computation and Language (cs.CL)

[28] arXiv:2106.00334 [pdf, other]

Title: An In-depth Study on Internal Structure of Chinese Words

Chen Gong, Saihao Huang, Houquan Zhou, Zhenghua Li, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan

Comments: Accepted by ACL-IJCNLP 2021 (long paper)

Subjects: Computation and Language (cs.CL)

[29] arXiv:2106.00352 [pdf, other]

Title: Replicating and Extending "Because Their Treebanks Leak": Graph Isomorphism, Covariants, and Parser Performance

Mark Anderson, Anders Søgaard, Carlos Gómez Rodríguez

Comments: To appear in the Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[30] arXiv:2106.00400 [pdf, other]

Title: Sub-Character Tokenization for Chinese Pretrained Language Models

Chenglei Si, Zhengyan Zhang, Yingfa Chen, Fanchao Qi, Xiaozhi Wang, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

Comments: Accepted at TACL

Subjects: Computation and Language (cs.CL)

[31] arXiv:2106.00410 [pdf, other]

Title: Nora: The Well-Being Coach

Genta Indra Winata, Holy Lovenia, Etsuko Ishii, Farhad Bin Siddique, Yongsheng Yang, Pascale Fung

Comments: 7 pages

Subjects: Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[32] arXiv:2106.00420 [pdf, other]

Title: Dialogue-oriented Pre-training

Yi Xu, Hai Zhao

Subjects: Computation and Language (cs.CL)

[33] arXiv:2106.00459 [pdf, other]

Title: KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction

Abhishek Nadgeri, Anson Bastos, Kuldeep Singh, Isaiah Onando Mulang', Johannes Hoffart, Saeedeh Shekarpour, Vijay Saraswat

Comments: ACL 2021 (findings)

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[34] arXiv:2106.00473 [pdf, other]

Title: SemEval-2021 Task 1: Lexical Complexity Prediction

Matthew Shardlow, Richard Evans, Gustavo Henrique Paetzold, Marcos Zampieri

Subjects: Computation and Language (cs.CL)

[35] arXiv:2106.00479 [pdf, other]

Title: DoT: An efficient Double Transformer for NLP tasks with tables

Syrine Krichene, Thomas Müller, Julian Martin Eisenschlos

Comments: 11 pages, 4 figures, to be published in Findings of ACL-IJCNLP 2021

Subjects: Computation and Language (cs.CL)

[36] arXiv:2106.00507 [pdf, other]

Title: Towards Quantifiable Dialogue Coherence Evaluation

Zheng Ye, Liucun Lu, Lishan Huang, Liang Lin, Xiaodan Liang

Comments: Long paper; ACL2021

Subjects: Computation and Language (cs.CL)

[37] arXiv:2106.00510 [pdf, other]

Title: CIDER: Commonsense Inference for Dialogue Explanation and Reasoning

Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Comments: SIGDIAL 2021

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[38] arXiv:2106.00590 [pdf, other]

Title: NewsEmbed: Modeling News through Pre-trained Document Representations

Jialu Liu, Tianqi Liu, Cong Yu

Comments: Accepted in SIGKDD 2021

Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR); Machine Learning (cs.LG)

[39] arXiv:2106.00641 [pdf, other]

Title: SpanNER: Named Entity Re-/Recognition as Span Prediction

Jinlan Fu, Xuanjing Huang, Pengfei Liu

Comments: Accepted by ACL 2021 (Main track)

Subjects: Computation and Language (cs.CL)

[40] arXiv:2106.00665 [pdf, other]

Title: Validating GAN-BioBERT: A Methodology For Assessing Reporting Trends In Clinical Trials

Joshua J Myszewski, Emily Klossowski, Patrick Meyer, Kristin Bevil, Lisa Klesius, Kristopher M Schroeder

Comments: 6 pages, 2 figures

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG); Machine Learning (stat.ML)

[41] arXiv:2106.00676 [pdf, other]

Title: VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups

Zejiang Shen, Kyle Lo, Lucy Lu Wang, Bailey Kuehl, Daniel S. Weld, Doug Downey

Comments: To appear in TACL 2022. The arXiv version is a pre-MIT Press publication version. (17 pages, 5 figures, 9 tables)

Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)

[42] arXiv:2106.00737 [pdf, other]

Title: Implicit Representations of Meaning in Neural Language Models

Belinda Z. Li, Maxwell Nye, Jacob Andreas

Comments: 15 pages, 6 figures; accepted to ACL 2021

Subjects: Computation and Language (cs.CL)

[43] arXiv:2106.00742 [pdf, other]

Title: A systematic review of Hate Speech automatic detection using Natural Language Processing

Md Saroar Jahan, Mourad Oussalah

Comments: 34 pages, 22 Figure, 14 Table

Subjects: Computation and Language (cs.CL)

[44] arXiv:2106.00745 [pdf, other]

Title: Part of Speech and Universal Dependency effects on English Arabic Machine Translation

Ofek Rafaeli, Omri Abend, Leshem Choshen, Dmitry Nikolaev

Comments: 19 pages

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[45] arXiv:2106.00749 [pdf, other]

Title: Higher-order Derivatives of Weighted Finite-state Machines

Ran Zmigrod, Tim Vieira, Ryan Cotterell

Subjects: Computation and Language (cs.CL)

[46] arXiv:2106.00780 [pdf, other]

Title: On Finding the $K$-best Non-projective Dependency Trees

Ran Zmigrod, Tim Vieira, Ryan Cotterell

Subjects: Computation and Language (cs.CL)

[47] arXiv:2106.00791 [pdf, other]

Title: DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation

Xinyu Hua, Ashwin Sreevatsa, Lu Wang

Comments: Accepted at ACL 2021. Project page: this https URL

Subjects: Computation and Language (cs.CL)

[48] arXiv:2106.00793 [pdf, other]

Title: CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction

Zhengbao Jiang, Jialong Han, Bunyamin Sisman, Xin Luna Dong

Comments: ACL 2021

Subjects: Computation and Language (cs.CL)

[49] arXiv:2106.00794 [pdf, other]

Title: What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks?

Nikita Nangia, Saku Sugawara, Harsh Trivedi, Alex Warstadt, Clara Vania, Samuel R. Bowman

Comments: ACL 2021

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC)

[50] arXiv:2106.00829 [pdf, other]

Title: ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining

Alexander R. Fabbri, Faiaz Rahman, Imad Rizvi, Borui Wang, Haoran Li, Yashar Mehdad, Dragomir Radev

Comments: ACL 2021

Subjects: Computation and Language (cs.CL)