ACL

Selecting Stickers in Open-Domain Dialogue through Multitask Learning

Zhexin Zhang, Yeshuang Zhu, Zhengcong Fei, Jinchao Zhang, Jie Zhou

Comments ACL 2022 findings, camera-ready

Automatic Error Analysis for Document-level Information Extraction

Aliva Das, Xinya Du, Barry Wang, Kejian Shi, Jiayuan Gu, Thomas Porter, Claire Cardie

Comments Accepted to ACL 2022 Main Conference. First three authors contributed equally to this work

Journal ref Automatic Error Analysis for Document-level Information Extraction (Das et al., ACL 2022)

VALUE: Understanding Dialect Disparity in NLU

Caleb Ziems, Jiaao Chen, Camille Harris, Jessica Anderson, Diyi Yang

Comments ACL 2022 main conference

Materialized Knowledge Bases from Commonsense Transformers

Tuan-Phong Nguyen, Simon Razniewski

Comments 7 pages, accepted to CSRR workshop @ ACL 2022

Journal ref Proceedings of the First Workshop on Commonsense Representation and Reasoning (CSRR 2022)

Inside ASCENT: Exploring a Deep Commonsense Knowledge Base and its Usage in Question Answering

Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum

Comments Demo website: https://ascent.mpi-inf.mpg.de; introductory video: https://youtu.be/qMkJXqu_Yd4

Journal ref ACL 2021 system demonstration

Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning

Benjamin Minixhofer, Milan Gritta, Ignacio Iacobacci

Comments Findings of ACL 2021

BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies?

Asahi Ushio, Luis Espinosa-Anke, Steven Schockaert, Jose Camacho-Collados

Comments Accepted by ACL 2021 main conference

That Slepen Al the Nyght with Open Ye! Cross-era Sequence Segmentation with Switch-memory

Xuemei Tang, Qi Su, Jun Wang

Comments 11 pages, 3 figures, accepted by ACL2022

UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning

Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi, Hao Ma, Jiawei Han, Wen-tau Yih, Madian Khabsa

Comments ACL 2022 (w. typo fixes)

Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion-Cause Pair Extraction

Yinan Bao, Qianwen Ma, Lingwei Wei, Wei Zhou, Songlin Hu

Comments Accepted by the Findings of ACL 2022

What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP

Oskar Wysocki, Malina Florea, Andre Freitas

Comments 12 pages, 6 figures

Journal ref In Proceedings of the 2nd Workshop on Evaluation and Comparison of NLP Systems, Association for Computational Linguistics. 2021

Comprehensive Multi-Modal Interactions for Referring Image Segmentation

Kanishk Jain, Vineet Gandhi

Comments Findings of ACL 2022

Journal ref 2022.findings-acl.270

A Holistic Framework for Analyzing the COVID-19 Vaccine Debate

Maria Leonor Pacheco, Tunazzina Islam, Monal Mahajan, Andrey Shor, Ming Yin, Lyle Ungar, Dan Goldwasser

Comments Accepted to NAACL 2022

Journal ref Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Compositional Evaluation on Japanese Textual Entailment and Similarity

Hitomi Yanaka, Koji Mineshima

Comments This paper is accepted by Transactions of the Association for Computational Linguistics (TACL)

Computationally Identifying Funneling and Focusing Questions in Classroom Discourse

Sterling Alic, Dorottya Demszky, Zid Mancenido, Jing Liu, Heather Hill, Dan Jurafsky

Comments 10 pages, 5 figures, North American Chapter of the Association for Computational Linguistics (NAACL) Workshop, Innovative Use of NLP for Building Educational Applications

Leveraging Pre-trained Checkpoints for Sequence Generation Tasks

Sascha Rothe, Shashi Narayan, Aliaksei Severyn

Comments To be published in Transactions of the Association for Computational Linguistics (TACL)

Creating Reverse Bilingual Dictionaries

Khang Nhut Lam, Jugal Kalita

Comments 5 pages

Journal ref Proceedings of the 2013 conference of the North American chapter of the Association for Computational Linguistics: Human Language Technologies, pp. 524-528. 2013

From Cognitive to Computational Modeling: Text-based Risky Decision-Making Guided by Fuzzy Trace Theory

Jaron Mar, Jiamou Liu

Journal ref Findings of the Association for Computational Linguistics: NAACL (2022) 391-409

Generative Data Augmentation for Commonsense Reasoning

Yiben Yang, Chaitanya Malaviya, Jared Fernandez, Swabha Swayamdipta, Ronan Le Bras, Ji-Ping Wang, Chandra Bhagavatula, Yejin Choi, Doug Downey

Comments Findings of the Association for Computational Linguistics: EMNLP 2020

Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond

Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang

Comments Accepted to Transactions of the Association for Computational Linguistics (TACL)

Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation

Shumpei Inoue, Tsungwei Liu, Nguyen Hong Son, Minh-Tien Nguyen

Comments This paper was accepted by 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022). It includes 10 pages, 2 figures

MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network

Nicholas FitzGerald, Jan A. Botha, Daniel Gillick, Daniel M. Bikel, Tom Kwiatkowski, Andrew McCallum

Comments Accepted to ACL 2021, edit to add missing Turkish results in Tables 2 and 7

SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues

Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu

Comments Long paper (oral) accepted by ACL-IJCNLP 2021

On the cross-lingual transferability of multilingual prototypical models across NLU tasks

Oralie Cattan, Christophe Servan, Sophie Rosset

Comments Accepted to the ACL workshop METANLP 2021

IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks

Liying Cheng, Lidong Bing, Ruidan He, Qian Yu, Yan Zhang, Luo Si

Comments 11 pages, 3 figures, accepted by ACL 2022

Compression of Generative Pre-trained Language Models via Quantization

Chaofan Tao, Lu Hou, Wei Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Ping Luo, Ngai Wong

Comments ACL 2022

Entailment Graph Learning with Textual Entailment and Soft Transitivity

Zhibin Chen, Yansong Feng, Dongyan Zhao

Comments 9 pages, 2 figures, accepted to ACL 2022 (main conference). 10 pages for version 2

BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis

Shuo Liang, Wei Wei, Xian-Ling Mao, Fei Wang, Zhiyong He

Comments Findings of ACL 2022

Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation

Yingxiu Zhao, Zhiliang Tian, Huaxiu Yao, Yinhe Zheng, Dongkyu Lee, Yiping Song, Jian Sun, Nevin L. Zhang

Comments ACL 2022 Camera Ready; modified emails

ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection

Thomas Hartvigsen, Saadia Gabriel, Hamid Palangi, Maarten Sap, Dipankar Ray, Ece Kamar

Comments Published as a long paper at ACL 2022. Code: https://github.com/microsoft/TOXIGEN