ACL

FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models

Andrew Zhu, Alyssa Hwang, Liam Dugan, Chris Callison-Burch

Comments 18 pages, 2 figures. ACL 2024

OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems

Chaoqun He, Renjie Luo, Yuzhuo Bai, Shengding Hu, Zhen Leng Thai, Junhao Shen, Jinyi Hu, Xu Han, Yujie Huang, Yuxiang Zhang, Jie Liu, Lei Qi, Zhiyuan Liu, Maosong Sun

Comments Accepted by ACL 2024 (main), update

$Se^2$: Sequential Example Selection for In-Context Learning

Haoyu Liu, Jianfeng Liu, Shaohan Huang, Yuefeng Zhan, Hao Sun, Weiwei Deng, Furu Wei, Qi Zhang

Comments Accepted by ACL 2024 Findings

Soft Self-Consistency Improves Language Model Agents

Han Wang, Archiki Prasad, Elias Stengel-Eskin, Mohit Bansal

Comments ACL 2024 Camera-Ready, the first three authors contributed equally; Code: https://github.com/HanNight/soft_self_consistency

TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification

Martin Gubri, Dennis Ulmer, Hwaran Lee, Sangdoo Yun, Seong Joon Oh

Comments Accepted at ACL 2024 (findings)

Reflect-RL: Two-Player Online RL Fine-Tuning for LMs

Runlong Zhou, Simon S. Du, Beibin Li

Comments ACL 2024

The Revolution of Multimodal Large Language Models: A Survey

Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara

Comments ACL 2024 (Findings)

Emulated Disalignment: Safety Alignment for Large Language Models May Backfire!

Zhanhui Zhou, Jie Liu, Zhichen Dong, Jiaheng Liu, Chao Yang, Wanli Ouyang, Yu Qiao

Comments ACL 2024

Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once?

Guijin Son, Sangwon Baek, Sangdae Nam, Ilgyun Jeong, Seungone Kim

Comments acl 2024 (main)

Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM

Zijin Hong, Zheng Yuan, Hao Chen, Qinggang Zhang, Feiran Huang, Xiao Huang

Comments Accepted to ACL2024 Findings

LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation

Ikuya Yamada, Ryokan Ri

Comments ACL Findings 2024

Language Models Don't Learn the Physical Manifestation of Language

Bruce W. Lee, JaeHyuk Lim

Comments ACL 2024 Main

Contrastive Instruction Tuning

Tianyi Lorena Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen

Comments ACL 2024 Findings

When is Tree Search Useful for LLM Planning? It Depends on the Discriminator

Ziru Chen, Michael White, Raymond Mooney, Ali Payani, Yu Su, Huan Sun

Comments ACL 2024 main

Pushing the Limits of Zero-shot End-to-End Speech Translation

Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà

Comments ACL 2024 (Findings)

Label-Efficient Model Selection for Text Generation

Shir Ashury-Tahan, Ariel Gera, Benjamin Sznajder, Leshem Choshen, Liat Ein-Dor, Eyal Shnarch

Comments Accepted to ACL (main conference)

NICE: To Optimize In-Context Examples or Not?

Pragya Srivastava, Satvik Golechha, Amit Deshpande, Amit Sharma

Comments Accepted as a full paper (9 pages) at ACL 2024 (Main)

Journal ref Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics 2024 (Volume 1: Long Papers)

Multipath parsing in the brain

Berta Franzluebbers, Donald Dunagan, Miloš Stanojević, Jan Buys, John T. Hale

Comments Accepted at ACL2024, main conference. 15 pages

Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling

David Dukić, Jan Šnajder

Comments Accepted at ACL 2024 Findings

VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Chong Lim, Po-Yu Huang, Graham Neubig, Shuyan Zhou, Ruslan Salakhutdinov, Daniel Fried

Comments Accepted to ACL 2024. 24 pages. Project page: https://jykoh.com/vwa

UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion

Wei Li, Xue Xu, Jiachen Liu, Xinyan Xiao

Comments Accepted by ACL 2024, Main Conference, Long Paper

Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation

Zdeněk Kasner, Ondřej Dušek

Comments Accepted to ACL 2024 Main Conference

SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models

Weixiang Zhao, Shilong Wang, Yulin Hu, Yanyan Zhao, Bing Qin, Xuanyu Zhang, Qing Yang, Dongliang Xu, Wanxiang Che

Comments To appear at ACL 2024

Don't Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation

Giorgos Vernikos, Andrei Popescu-Belis

Comments Accepted at ACL 2024

Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation

Xu Huang, Zhirui Zhang, Xiang Geng, Yichao Du, Jiajun Chen, Shujian Huang

Comments Accepted by ACL2024 Findings

A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism

Brian Thompson, Mehak Preet Dhaliwal, Peter Frisch, Tobias Domhan, Marcello Federico

Comments Accepted at ACL Findings 2024

DebugBench: Evaluating Debugging Capability of Large Language Models

Runchu Tian, Yining Ye, Yujia Qin, Xin Cong, Yankai Lin, Yinxu Pan, Yesai Wu, Haotian Hui, Weichuan Liu, Zhiyuan Liu, Maosong Sun

Comments Accepted as Findings of ACL 2024

Reasons to Reject? Aligning Language Models with Judgments

Weiwen Xu, Deng Cai, Zhisong Zhang, Wai Lam, Shuming Shi

Comments Accepted at ACL 2024 Findings. Our source codes and models are publicly available at https://github.com/wwxu21/CUT

Integrating Pre-Trained Speech and Language Models for End-to-End Speech Recognition

Yukiya Hono, Koh Mitsuda, Tianyu Zhao, Kentaro Mitsui, Toshiaki Wakatsuki, Kei Sawada

Comments 17 pages, 4 figures, 9 tables, accepted for Findings of ACL 2024. The model is available at https://huggingface.co/rinna/nue-asr

WatME: Towards Lossless Watermarking Through Lexical Redundancy

Liang Chen, Yatao Bian, Yang Deng, Deng Cai, Shuaiyi Li, Peilin Zhao, Kam-fai Wong

Comments Accepted to ACL 2024 main conference