ACL

Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation

Wenting Chen, Linlin Shen, Jingyang Lin, Jiebo Luo, Xiang Li, Yixuan Yuan

Comments Accepted by ACL 2024

Journal ref https://aclanthology.org/2024.acl-long.514/

Towards A Unified View of Answer Calibration for Multi-Step Reasoning

Shumin Deng, Ningyu Zhang, Nay Oo, Bryan Hooi

Comments Accepted by NLRSE@ACL2024

Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization

Zhanhui Zhou, Jie Liu, Jing Shao, Xiangyu Yue, Chao Yang, Wanli Ouyang, Yu Qiao

Comments Findings of ACL 2024

What Do Language Models Hear? Probing for Auditory Representations in Language Models

Jerry Ngo, Yoon Kim

Journal ref 2024.acl-long.297

ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages

Junjie Ye, Sixian Li, Guanyu Li, Caishuang Huang, Songyang Gao, Yilong Wu, Qi Zhang, Tao Gui, Xuanjing Huang

Comments Accepted by ACL 2024 Main Conference

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

ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model

Xuanqing Yu, Wangtao Sun, Jingwei Li, Kang Liu, Chengbao Liu, Jie Tan

Comments 16 pages, ACL 2024 Findings

See It All: Contextualized Late Aggregation for 3D Dense Captioning

Minjung Kim, Hyung Suk Lim, Seung Hwan Kim, Soonyoung Lee, Bumsoo Kim, Gunhee Kim

Comments Accepted to ACL 2024 Findings

Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization?

Roshan Sharma, Suwon Shon, Mark Lindsey, Hira Dhamyal, Rita Singh, Bhiksha Raj

Comments Accepted to ACL 2024 Main Conference

$\texttt{COSMIC}$: Mutual Information for Task-Agnostic Summarization Evaluation

Maxime Darrin, Philippe Formont, Jackie Chi Kit Cheung, Pablo Piantanida

Comments ACL 2024

Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional Training

Junqing He, Kunhao Pan, Xiaoqun Dong, Zhuoyang Song, Yibo Liu, Qianguo Sun, Yuxin Liang, Hao Wang, Enming Zhang, Jiaxing Zhang

Comments Accepted by ACL 2024 main conference

NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms

Jonathan Zheng, Alan Ritter, Wei Xu

Comments accepted to ACL 2024 main conference, 9 pages

Pragmatic inference of scalar implicature by LLMs

Ye-eun Cho, Seong mook Kim

Comments This research was presented at the Association for Computational Linguistics conference, held on August 11-16

Design Proteins Using Large Language Models: Enhancements and Comparative Analyses

Kamyar Zeinalipour, Neda Jamshidi, Monica Bianchini, Marco Maggini, Marco Gori

Comments This paper has been accepted for presentation at Language and Molecules ACL 2024

Advancing Post-OCR Correction: A Comparative Study of Synthetic Data

Shuhao Guan, Derek Greene

Comments ACL 2024 findings

Occam's Razor and Bender and Koller's Octopus

Michael Guerzhoy

Journal ref In ACL 2024 Workshop on Teaching NLP (TeachNLP 2024)

Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models

Holy Lovenia, Wenliang Dai, Samuel Cahyawijaya, Ziwei Ji, Pascale Fung

Comments Published in ALVR Workshop at ACL 2024

FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection

Yufei Huang, Xu Han, Maosong Sun

Comments ACL 2024 Main Conference

MovieSum: An Abstractive Summarization Dataset for Movie Screenplays

Rohit Saxena, Frank Keller

Comments ACL 2024 Findings

SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events

Sai Vallurupalli, Katrin Erk, Francis Ferraro

Comments Accepted to Findings of the Association for Computational Linguistics 2024

Language-Informed Beam Search Decoding for Multilingual Machine Translation

Yilin Yang, Stefan Lee, Prasad Tadepalli

Comments ACL 2024 Findings

Historical Ink: Semantic Shift Detection for 19th Century Spanish

Tony Montes, Laura Manrique-Gómez, Rubén Manrique

Comments 13 pages; added a preprint-reference URL

Journal ref ACL, Proceedings of the 5th Workshop on Computational Approaches to Historical Language Change, pages 29-41, 2024

Semisupervised Neural Proto-Language Reconstruction

Liang Lu, Peirong Xie, David R. Mortensen

Comments Accepted to ACL 2024; v2: correct typo

Representation Learning with Conditional Information Flow Maximization

Dou Hu, Lingwei Wei, Wei Zhou, Songlin Hu

Comments 16 pages, accepted to ACL 2024 (main conference), the code is available at https://github.com/zerohd4869/CIFM

Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation

Langlin Huang, Yang Feng

Comments Accepted by ACL2024 Findings, renew author's email

XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception

HyoJung Han, Mohamed Anwar, Juan Pino, Wei-Ning Hsu, Marine Carpuat, Bowen Shi, Changhan Wang

Comments ACL2024

LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression

Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Menglin Xia, Xufang Luo, Jue Zhang, Qingwei Lin, Victor Rühle, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Dongmei Zhang

Comments Accepted at Findings of ACL 2024

Learning or Self-aligning? Rethinking Instruction Fine-tuning

Mengjie Ren, Boxi Cao, Hongyu Lin, Cao Liu, Xianpei Han, Ke Zeng, Guanglu Wan, Xunliang Cai, Le Sun

Comments Camera Ready for ACL2024

Digital Socrates: Evaluating LLMs through Explanation Critiques

Yuling Gu, Oyvind Tafjord, Peter Clark

Comments ACL 2024

LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression

Huiqiang Jiang, Qianhui Wu, Xufang Luo, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu

Comments Accepted at ACL 2024

SPARSEFIT: Few-shot Prompting with Sparse Fine-tuning for Jointly Generating Predictions and Natural Language Explanations

Jesus Solano, Mardhiyah Sanni, Oana-Maria Camburu, Pasquale Minervini

Journal ref ACL 2024