ACL

Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence

Haoran Li, Mingshi Xu, Yangqiu Song

Comments Findings of ACL 2023

NatCS: Eliciting Natural Customer Support Dialogues

James Gung, Emily Moeng, Wesley Rose, Arshit Gupta, Yi Zhang, Saab Mansour

Comments Accepted to Findings of ACL 2023

ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation

Pengfei Hong, Rishabh Bhardwaj, Navonil Majumdar, Somak Aditya, Soujanya Poria

Comments 12 pages, 1 figure, 8 tables, ACL 2023 Long Paper (Findings)

Learning Language-Specific Layers for Multilingual Machine Translation

Telmo Pessoa Pires, Robin M. Schmidt, Yi-Hsiu Liao, Stephan Peitz

Comments Accepted at ACL 2023

Conformal Nucleus Sampling

Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger

Comments Accepted as a short paper in Findings of ACL23

RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models

Shitao Xiao, Zheng Liu, Yingxia Shao, Zhao Cao

Comments Accepted to ACL 2023. Code will be available at https://github.com/staoxiao/RetroMAE. arXiv admin note: substantial text overlap with arXiv:2211.08769

Faithful Question Answering with Monte-Carlo Planning

Ruixin Hong, Hongming Zhang, Hong Zhao, Dong Yu, Changshui Zhang

Comments ACL 2023 main

Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction

Ashish Sharma, Kevin Rushton, Inna Wanyin Lin, David Wadden, Khendra G. Lucas, Adam S. Miner, Theresa Nguyen, Tim Althoff

Comments Accepted for publication at ACL 2023

Towards Imperceptible Document Manipulations against Neural Ranking Models

Xuanang Chen, Ben He, Zheng Ye, Le Sun, Yingfei Sun

Comments Accepted to Findings of ACL 2023

Few-shot In-context Learning for Knowledge Base Question Answering

Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su, Wenhu Chen

Comments Accepted to ACL 2023

Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization

Yunlong Liang, Fandong Meng, Jinan Xu, Jiaan Wang, Yufeng Chen, Jie Zhou

Comments Accepted at ACL 2023 as a long paper of the main conference. Data and Code: https://github.com/XL2248/SOV-MAS

ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations

Zhen Han, Ruotong Liao, Jindong Gu, Yao Zhang, Zifeng Ding, Yujia Gu, Heinz Köppl, Hinrich Schütze, Volker Tresp

Comments accepted to Findings of the ACL 2023

AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking

Yuxiang Nie, Heyan Huang, Wei Wei, Xian-Ling Mao

Comments Accepted to the Findings of ACL 2023

Response-conditioned Turn-taking Prediction

Bing'er Jiang, Erik Ekstedt, Gabriel Skantze

Comments Accepted by Findings of ACL 2023; 6 pages, 4 figures

Can Large Language Models Be an Alternative to Human Evaluations?

Cheng-Han Chiang, Hung-yi Lee

Comments ACL 2023 main conference paper. Main content: 10 pages (including limitations). Appendix: 13 pages

Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA

Neeraj Varshney, Chitta Baral

Comments ACL 2023

Unsupervised Task Graph Generation from Instructional Video Transcripts

Lajanugen Logeswaran, Sungryull Sohn, Yunseok Jang, Moontae Lee, Honglak Lee

Comments Findings of ACL 2023

Product Question Answering in E-Commerce: A Survey

Yang Deng, Wenxuan Zhang, Qian Yu, Wai Lam

Comments Accepted by ACL 2023 main conference

Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering

Zhiyong Wu, Yaoxiang Wang, Jiacheng Ye, Lingpeng Kong

Comments To appear at ACL 2023

Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments

Yu Gu, Xiang Deng, Yu Su

Comments 18 pages, 6 figures, 6 tables; accepted to ACL'2023

ContraCLM: Contrastive Learning For Causal Language Model

Nihal Jain, Dejiao Zhang, Wasi Uddin Ahmad, Zijian Wang, Feng Nan, Xiaopeng Li, Ming Tan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Xiaofei Ma, Bing Xiang

Comments 10 pages

Journal ref ACL 2023

Neural Media Bias Detection Using Distant Supervision With BABE -- Bias Annotations By Experts

Timo Spinde, Manuel Plank, Jan-David Krieger, Terry Ruas, Bela Gipp, Akiko Aizawa

Comments substantial text overlap with Ph.D. proposal by same author, part of dissertation arXiv:2112.13352

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2021

The Diminishing Returns of Masked Language Models to Science

Zhi Hong, Aswathy Ajith, Gregory Pauloski, Eamon Duede, Kyle Chard, Ian Foster

Comments 12 pages. 3 figures. 5 tables. Accepted to the Findings of ACL 2023

Text Adversarial Purification as Defense against Adversarial Attacks

Linyang Li, Demin Song, Xipeng Qiu

Comments Accepted by ACL2023 main conference

Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge

Yasumasa Onoe, Michael J. Q. Zhang, Shankar Padmanabhan, Greg Durrett, Eunsol Choi

Comments ACL 2023

The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers

Ariel Gera, Roni Friedman, Ofir Arviv, Chulaka Gunasekara, Benjamin Sznajder, Noam Slonim, Eyal Shnarch

Comments 9 pages, 8 figures; To be published in ACL 2023

Class based Influence Functions for Error Detection

Thang Nguyen-Duc, Hoang Thanh-Tung, Quan Hung Tran, Dang Huu-Tien, Hieu Ngoc Nguyen, Anh T. V. Dau, Nghi D. Q. Bui

Comments Thang Nguyen-Duc, Hoang Thanh-Tung, and Quan Hung Tran are co-first authors of this paper. 12 pages, 12 figures. Accepted to ACL 2023

Benchmarking Long-tail Generalization with Likelihood Splits

Ameya Godbole, Robin Jia

Comments Updated final Findings of EACL version

Journal ref Findings of the Association for Computational Linguistics (EACL 2023) 933-953

Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models

Joseph McDonald, Baolin Li, Nathan Frey, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi

Journal ref Findings of the Association for Computational Linguistics: NAACL 2022

SemEval 2023 Task 6: LegalEval - Understanding Legal Texts

Ashutosh Modi, Prathamesh Kalamkar, Saurabh Karn, Aman Tiwari, Abhinav Joshi, Sai Kiran Tanikella, Shouvik Kumar Guha, Sachin Malhan, Vivek Raghavan

Comments 13 Pages (9 Pages + References), Accepted at SemEval 2023 at ACL 2023