ACL

An Exploratory Analysis of the Relation Between Offensive Language and Mental Health

Ana-Maria Bucur, Marcos Zampieri, Liviu P. Dinu

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

Analyzing the Source and Target Contributions to Predictions in Neural Machine Translation

Elena Voita, Rico Sennrich, Ivan Titov

Comments ACL 2021 (more accurate results with the improved LRP code)

Theoretical Limitations of Self-Attention in Neural Sequence Models

Michael Hahn

Comments Accepted by: Transactions of the Association for Computational Linguistics

Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data

Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency

Comments ACL 2021. arXiv admin note: substantial text overlap with arXiv:2012.02359

QASR: QCRI Aljazeera Speech Resource -- A Large Scale Annotated Arabic Speech Corpus

Hamdy Mubarak, Amir Hussein, Shammur Absar Chowdhury, Ahmed Ali

Comments Speech Corpus, Spoken Conversation, ASR, Dialect Identification, Punctuation Restoration, Speaker Verification, NER, Named Entity, Arabic, Speaker gender, Turn-taking Accepted in ACL 2021

OKGIT: Open Knowledge Graph Link Prediction with Implicit Types

Chandrahas, Partha Pratim Talukdar

Comments Findings of the ACL: ACL-IJCNLP 2021

Learning to Perturb Word Embeddings for Out-of-distribution QA

Seanie Lee, Minki Kang, Juho Lee, Sung Ju Hwang

Comments ACL 2021

Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks

Endri Kacupaj, Joan Plepi, Kuldeep Singh, Harsh Thakkar, Jens Lehmann, Maria Maleshkova

Comments 16th conference of the European Chapter of the Association for Computational Linguistics (EACL 2021)

On Positivity Bias in Negative Reviews

Madhusudhan Aithal, Chenhao Tan

Comments 11 pages, 17 figures, ACL 2021

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

Maria: A Visual Experience Powered Conversational Agent

Zujie Liang, Huang Hu, Can Xu, Chongyang Tao, Xiubo Geng, Yining Chen, Fan Liang, Daxin Jiang

Comments Accepted by ACL 2021 main conference

Societal Biases in Language Generation: Progress and Challenges

Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng

Comments ACL 2021 camera-ready (v2), updated references (v3)

ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic

Muhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi

Comments All authors contributed equally. The order is alphabetical

Journal ref ACL-2021 camera ready version

BERT Goes Shopping: Comparing Distributional Models for Product Representations

Federico Bianchi, Bingqing Yu, Jacopo Tagliabue

Comments Updated version. Published as a workshop paper at ECNLP 4 at ACL-IJCNLP 2021

Towards Knowledge-Grounded Counter Narrative Generation for Hate Speech

Yi-Ling Chung, Serra Sinem Tekiroglu, Marco Guerini

Comments To appear in "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics (ACL): Findings"

Learn to Resolve Conversational Dependency: A Consistency Training Framework for Conversational Question Answering

Gangwoo Kim, Hyunjae Kim, Jungsoo Park, Jaewoo Kang

Comments 12 pages, ACL 2021

SENT: Sentence-level Distant Relation Extraction via Negative Training

Ruotian Ma, Tao Gui, Linyang Li, Qi Zhang, Yaqian Zhou, Xuanjing Huang

Comments Accepted by ACL 2021

Do Language Models Perform Generalizable Commonsense Inference?

Peifeng Wang, Filip Ilievski, Muhao Chen, Xiang Ren

Comments 8 pages, 4 figures. Accepted to ACL'21 Findings

KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers

Chia-Hsuan Lee, Oleksandr Polozov, Matthew Richardson

Comments Published as a conference paper at ACL-IJCNLP 2021

How well do you know your summarization datasets?

Priyam Tejaswin, Dhruv Naik, Pengfei Liu

Comments Accepted into Findings of ACL-IJCNLP 2021

Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models

Matthew Finlayson, Aaron Mueller, Sebastian Gehrmann, Stuart Shieber, Tal Linzen, Yonatan Belinkov

Comments Accepted to ACL-IJCNLP 2021

Who Blames or Endorses Whom? Entity-to-Entity Directed Sentiment Extraction in News Text

Kunwoo Park, Zhufeng Pan, Jungseock Joo

Comments Published in Findings of ACL 2021 (Long paper). The manuscript is slightly revised after the camera ready version

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation

Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang, Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan

Comments Accepted by ACL 2021 demo papers

CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction

Tao Chen, Haizhou Shi, Siliang Tang, Zhigang Chen, Fei Wu, Yueting Zhuang

Comments Accepted by ACL 2021

ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction

Chen-Yu Lee, Chun-Liang Li, Chu Wang, Renshen Wang, Yasuhisa Fujii, Siyang Qin, Ashok Popat, Tomas Pfister

Comments Accepted to ACL-IJCNLP 2021 (Oral)

Multi-Pair Text Style Transfer on Unbalanced Data

Xing Han, Jessica Lundin

Comments Meta Learning and Its Applications to Natural Language Processing, ACL 2021 Workshop

JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs

Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu, Minlie Huang

Comments ACL 2021 (Findings)

Improving Compositional Generalization in Classification Tasks via Structure Annotations

Juyong Kim, Pradeep Ravikumar, Joshua Ainslie, Santiago Ontañón

Comments Accepted as a short paper at ACL 2021

Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related Domains

Chenghao Yang, Yudong Zhang, Smaranda Muresan

Comments ACL 2021 short paper. Code is available at https://github.com/yangalan123/WM-SRA (under construction)

An Improved Model for Voicing Silent Speech

David Gaddy, Dan Klein

Comments ACL 2021