ACL

Knowing the No-match: Entity Alignment with Dangling Cases

Zequn Sun, Muhao Chen, Wei Hu

Comments ACL 2021

Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency

Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng, Jie Zhou

Comments Findings of ACL2021

Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances

Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng, Jie Zhou

Comments ACL2021 main conference (long paper)

NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer

Fei Huang, Zikai Chen, Chen Henry Wu, Qihan Guo, Xiaoyan Zhu, Minlie Huang

Comments Accepted by ACL 2021: Findings (long paper)

BERTTune: Fine-Tuning Neural Machine Translation with BERTScore

Inigo Jauregi Unanue, Jacob Parnell, Massimo Piccardi

Comments Accepted at ACL 2021

Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators

Peiyu Liu, Ze-Feng Gao, Wayne Xin Zhao, Z. Y. Xie, Zhong-Yi Lu, Ji-Rong Wen

Comments Accepted by ACL 2021 main conference

E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning

Haiyang Xu, Ming Yan, Chenliang Li, Bin Bi, Songfang Huang, Wenming Xiao, Fei Huang

Comments ACL2021 main conference

Robustness Testing of Language Understanding in Task-Oriented Dialog

Jiexi Liu, Ryuichi Takanobu, Jiaxin Wen, Dazhen Wan, Hongguang Li, Weiran Nie, Cheng Li, Wei Peng, Minlie Huang

Comments ACL 2021 long paper

Learning Contextualized Knowledge Structures for Commonsense Reasoning

Jun Yan, Mrigank Raman, Aaron Chan, Tianyu Zhang, Ryan Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka, Xiang Ren

Comments Accepted to Findings of ACL-IJCNLP 2021. Code and data: https://github.com/INK-USC/HGN

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion

Jie Zhou, Shengding Hu, Xin Lv, Cheng Yang, Zhiyuan Liu, Wei Xu, Jie Jiang, Juanzi Li, Maosong Sun

Comments Findings of ACL 2021

Towards Equal Gender Representation in the Annotations of Toxic Language Detection

Elizabeth Excell, Noura Al Moubayed

Comments Paper is accepted at GeBNLP2021 workshop at ACL-IJCNLP 2021

nmT5 -- Is parallel data still relevant for pre-training massively multilingual language models?

Mihir Kale, Aditya Siddhant, Noah Constant, Melvin Johnson, Rami Al-Rfou, Linting Xue

Comments Accepted at ACL-IJCNLP 2021

Syntax-augmented Multilingual BERT for Cross-lingual Transfer

Wasi Uddin Ahmad, Haoran Li, Kai-Wei Chang, Yashar Mehdad

Comments ACL 2021 (camera ready)

How to Adapt Your Pretrained Multilingual Model to 1600 Languages

Abteen Ebrahimi, Katharina Kann

Comments Accepted to ACL 2021

A diachronic evaluation of gender asymmetry in euphemism

Anna Kapron-King, Yang Xu

Comments 11 pages, 5 figures. To appear in Proceedings of the 2nd International Workshop on Computational Approaches to Historical Language Change, ACL

Language Embeddings for Typology and Cross-lingual Transfer Learning

Dian Yu, Taiqi He, Kenji Sagae

Comments ACL 2021

ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language

Oyvind Tafjord, Bhavana Dalvi Mishra, Peter Clark

Comments Findings of ACL 2021

Elaborative Simplification: Content Addition and Explanation Generation in Text Simplification

Neha Srikanth, Junyi Jessy Li

Comments To appear in Findings of ACL 2021

Journal ref Findings of the Association of Computational Linguistics 2021

A Dataset and Baselines for Multilingual Reply Suggestion

Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah

Comments ACL 2021

Provably Secure Generative Linguistic Steganography

Siyu Zhang, Zhongliang Yang, Jinshuai Yang, Yongfeng Huang

Comments Accepted by ACL-IJCNLP 2021: findings

The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models

Ulme Wennberg, Gustav Eje Henter

Comments 11 pages, 8 figures, Accepted to ACL 2021

GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling

Libo Qin, Fuxuan Wei, Tianbao Xie, Xiao Xu, Wanxiang Che, Ting Liu

Comments Accepted at ACL2021 (main conference)

Representing Syntax and Composition with Geometric Transformations

Lorenzo Bertolini, Julie Weeds, David Weir, Qiwei Peng

Comments to appear in Findings of ACL 2021

SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization

Yixin Liu, Pengfei Liu

Comments Published as a short paper at ACL 2021

Exploring Distantly-Labeled Rationales in Neural Network Models

Quzhe Huang, Shengqi Zhu, Yansong Feng, Dongyan Zhao

Comments ACL 2021

Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction

Quzhe Huang, Shengqi Zhu, Yansong Feng, Yuan Ye, Yuxuan Lai, Dongyan Zhao

Comments ACL 2021

Reordering Examples Helps during Priming-based Few-Shot Learning

Sawan Kumar, Partha Talukdar

Comments 12 pages, 1 figure, Accepted to Findings of ACL 2021

SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction

Shuang Zeng, Yuting Wu, Baobao Chang

Comments 11 pages, 3 figures, 3 tables, Long paper accepted by Findings of ACL-IJCNLP 2021

Journal ref ACL-IJCNLP 2021

PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support

Hao Sun, Zhenru Lin, Chujie Zheng, Siyang Liu, Minlie Huang

Comments Accepted to Findings of ACL 2021 (Long Paper)

Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement

Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen

Comments Accepted to Findings of ACL 2021