ACL

NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification

Iyanuoluwa Shode, David Ifeoluwa Adelani, Jing Peng, Anna Feldman

Comments Accepted to ACL 2023 (main conference)

Human-in-the-Loop Schema Induction

Tianyi Zhang, Isaac Tham, Zhaoyi Hou, Jiaxuan Ren, Liyang Zhou, Hainiu Xu, Li Zhang, Lara J. Martin, Rotem Dror, Sha Li, Heng Ji, Martha Palmer, Susan Brown, Reece Suchocki, Chris Callison-Burch

Comments 10 pages, ACL2023 demo track

A Measure-Theoretic Characterization of Tight Language Models

Li Du, Lucas Torroba Hennigen, Tiago Pimentel, Clara Meister, Jason Eisner, Ryan Cotterell

Comments 25 pages; ACL 2023 camera ready

MS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction

Jing Wang, Aixin Sun, Hao Zhang, Xiaoli Li

Comments Accepted by ACL 2023

Journal ref ACL 2023 long paper

Reducing Sensitivity on Speaker Names for Text Generation from Dialogues

Qi Jia, Haifeng Tang, Kenny Q. Zhu

Comments findings of ACL'23

Prompted LLMs as Chatbot Modules for Long Open-domain Conversation

Gibbeum Lee, Volker Hartmann, Jongho Park, Dimitris Papailiopoulos, Kangwook Lee

Comments Accepted to the Findings of ACL2023. The camera-ready version with additional experimental results will be uploaded

Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale

Hritik Bansal, Karthik Gopalakrishnan, Saket Dingliwal, Sravan Bodapati, Katrin Kirchhoff, Dan Roth

Comments Accepted at Annual Meeting of the Association for Computational Linguistics (ACL) 2023, Main Proceedings

Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing

Aiwei Liu, Wei Liu, Xuming Hu, Shuang Li, Fukun Ma, Yawen Yang, Lijie Wen

Comments Accepted to ACL 2023 (Findings), Long Paper, 11 pages

Acceptability Judgements via Examining the Topology of Attention Maps

Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov, Irina Proskurina, Laida Kushnareva, Ekaterina Artemova, Serguei Barannikov, Irina Piontkovskaya, Dmitri Piontkovski, Evgeny Burnaev

Comments Accepted to EMNLP 2022 Findings

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2022, 88-107

AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models

Siheng Li, Cheng Yang, Yichun Yin, Xinyu Zhu, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang

Comments Accepted to ACL 2023 Main Conference (Short)

NewsDialogues: Towards Proactive News Grounded Conversation

Siheng Li, Yichun Yin, Cheng Yang, Wangjie Jiang, Yiwei Li, Zesen Cheng, Lifeng Shang, Xin Jiang, Qun Liu, Yujiu Yang

Comments Accepted to ACL 2023 Conference (Long Paper; Findings)

Extending an Event-type Ontology: Adding Verbs and Classes Using Fine-tuned LLMs Suggestions

Jana Straková, Eva Fučíková, Jan Hajič, Zdeňka Urešová

Comments Published at LAW-XVII @ ACL 2023

Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions

John Joon Young Chung, Ece Kamar, Saleema Amershi

Comments Accepted as a long paper at ACL 2023

Building Interpretable and Reliable Open Information Retriever for New Domains Overnight

Xiaodong Yu, Ben Zhou, Dan Roth

Comments Submission of ACL 2023. Rejected

Knowing-how & Knowing-that: A New Task for Machine Comprehension of User Manuals

Hongru Liang, Jia Liu, Weihong Du, Dingnan Jin, Wenqiang Lei, Zujie Wen, Jiancheng Lv

Journal ref Findings of the Association for Computational Linguistics: ACL 2023. (2023)

MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering

Vaishali Pal, Andrew Yates, Evangelos Kanoulas, Maarten de Rijke

Comments Accepted at ACL-2023

Journal ref In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023, pages 6322-6334, Toronto, Canada. Association for Computational Linguistics

CAME: Confidence-guided Adaptive Memory Efficient Optimization

Yang Luo, Xiaozhe Ren, Zangwei Zheng, Zhuo Jiang, Xin Jiang, Yang You

Comments Accepted by ACL 2023

Enhancing Language Representation with Constructional Information for Natural Language Understanding

Lvxiaowei Xu, Jianwang Wu, Jiawei Peng, Zhilin Gong, Ming Cai, Tianxiang Wang

Comments Long paper, accepted at the ACL 2023

Defending against Insertion-based Textual Backdoor Attacks via Attribution

Jiazhao Li, Zhuofeng Wu, Wei Ping, Chaowei Xiao, V. G. Vinod Vydiswaran

Comments Findings of ACL 2023. Camera-ready version

Journal ref Findings of ACL 2023, July 2023, Page 8818-8833, Toronto, Canada

QAmeleon: Multilingual QA with Only 5 Examples

Priyanka Agrawal, Chris Alberti, Fantine Huot, Joshua Maynez, Ji Ma, Sebastian Ruder, Kuzman Ganchev, Dipanjan Das, Mirella Lapata

Comments To Appear at Transactions of Association for Computational Linguistics (TACL)

DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation

Menglong Lu, Zhen Huang, Yunxiang Zhao, Zhiliang Tian, Yang Liu, Dongsheng Li

Comments This paper was accepted by ACL 2023. The uploaded file includes 17 pages, composed by 11 pages of main contents(2 pages of references) and 6 pages of appendix

Design and Implementation of English To Yorùbá Verb Phrase Machine Translation System

Benjamin Ajibade, Safiriyu Eludiora

Comments Accepted for the African NLP Workshop at the 16th conference of the European Chapter of the Association for Computational Linguistics (EACL) in 2021

Mitigating Label Biases for In-context Learning

Yu Fei, Yifan Hou, Zeming Chen, Antoine Bosselut

Comments Accepted to ACL 2023

Reasoning in Large Language Models Through Symbolic Math Word Problems

Vedant Gaur, Nikunj Saunshi

Comments Accepted at the Findings of ACL 2023

Chat Translation Error Detection for Assisting Cross-lingual Communications

Yunmeng Li, Jun Suzuki, Makoto Morishita, Kaori Abe, Ryoko Tokuhisa, Ana Brassard, Kentaro Inui

Journal ref Proceedings of the 3rd Workshop on Evaluation and Comparison of NLP Systems, pages 88-95, November 2022, Online. Association for Computational Linguistics

Towards Detecting Harmful Agendas in News Articles

Melanie Subbiah, Amrita Bhattacharjee, Yilun Hua, Tharindu Kumarage, Huan Liu, Kathleen McKeown

Comments Camera-ready for ACL-WASSA 2023. First two authors contributed equally

Improve Event Extraction via Self-Training with Gradient Guidance

Zhiyang Xu, Jay-Yoon Lee, Lifu Huang

Comments ACL 2023

mCPT at SemEval-2023 Task 3: Multilingual Label-Aware Contrastive Pre-Training of Transformers for Few- and Zero-shot Framing Detection

Markus Reiter-Haas, Alexander Ertl, Kevin Innerebner, Elisabeth Lex

Comments Presented at SemEval'23

Journal ref Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023), pages 941-949, Toronto, Canada. Association for Computational Linguistics

In-Context Retrieval-Augmented Language Models

Ori Ram, Yoav Levine, Itay Dalmedigos, Dor Muhlgay, Amnon Shashua, Kevin Leyton-Brown, Yoav Shoham

Comments Accepted for publication in Transactions of the Association for Computational Linguistics (TACL). pre-MIT Press publication version

Parallel Context Windows for Large Language Models

Nir Ratner, Yoav Levine, Yonatan Belinkov, Ori Ram, Inbal Magar, Omri Abend, Ehud Karpas, Amnon Shashua, Kevin Leyton-Brown, Yoav Shoham

Comments The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023)