ACL

DP-MLM: Differentially Private Text Rewriting Using Masked Language Models

Stephen Meisenbacher, Maulik Chevli, Juraj Vladika, Florian Matthes

Comments 15 pages, 2 figures, 8 tables. Accepted to ACL 2024 (Findings)

Prompt Refinement with Image Pivot for Text-to-Image Generation

Jingtao Zhan, Qingyao Ai, Yiqun Liu, Yingwei Pan, Ting Yao, Jiaxin Mao, Shaoping Ma, Tao Mei

Comments Accepted by ACL 2024

Enhancing In-Context Learning via Implicit Demonstration Augmentation

Xiaoling Zhou, Wei Ye, Yidong Wang, Chaoya Jiang, Zhemg Lee, Rui Xie, Shikun Zhang

Comments Accepted by ACL 2024 Main 19 pages,10 figures

Do language models capture implied discourse meanings? An investigation with exhaustivity implicatures of Korean morphology

Hagyeong Shin, Sean Trott

Comments Proceedings of the Society for Computation in Linguistics (SCiL) 2024, Association for Computational Linguistics (ACL) Anthology

Question Translation Training for Better Multilingual Reasoning

Wenhao Zhu, Shujian Huang, Fei Yuan, Shuaijie She, Jiajun Chen, Alexandra Birch

Comments Accepted to Findings of ACL 2024

Self-Supervised Position Debiasing for Large Language Models

Zhongkun Liu, Zheng Chen, Mengqi Zhang, Zhaochun Ren, Pengjie Ren, Zhumin Chen

Comments Accepted by ACL 2024 findings, this is the camera-ready version; 21 pages, 22 figures

Plum: Prompt Learning using Metaheuristic

Rui Pan, Shuo Xing, Shizhe Diao, Wenhe Sun, Xiang Liu, Kashun Shum, Renjie Pi, Jipeng Zhang, Tong Zhang

Comments Published at Findings of ACL 2024

Into the Unknown: Generating Geospatial Descriptions for New Environments

Tzuf Paz-Argaman, John Palowitch, Sayali Kulkarni, Reut Tsarfaty, Jason Baldridge

Journal ref ACL 2024 Findings

BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering

Zheng Chu, Jingchang Chen, Qianglong Chen, Haotian Wang, Kun Zhu, Xiyuan Du, Weijiang Yu, Ming Liu, Bing Qin

Comments Accepted to ACL 2024

Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations

Ritam Dutt, Zhen Wu, Kelly Shi, Divyanshu Sheth, Prakhar Gupta, Carolyn Penstein Rose

Comments To appear at The Proceedings of the Association for Computational Linguistics, 2024

FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts

Shubhankar Singh, Purvi Chaurasia, Yerram Varun, Pranshu Pandya, Vatsal Gupta, Vivek Gupta, Dan Roth

Comments Accepted in ACL 2024 (Findings), 21 pages, 7 figures, 9 Tables

LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Yaowei Zheng, Richong Zhang, Junhao Zhang, Yanhan Ye, Zheyan Luo, Zhangchi Feng, Yongqiang Ma

Comments 13 pages, accepted to ACL 2024 System Demonstration Track

Concept-aware Data Construction Improves In-context Learning of Language Models

Michal Štefánik, Marek Kadlčík, Petr Sojka

Comments Long paper to appear in Findings of ACL 2024

Are LLM-based Evaluators Confusing NLG Quality Criteria?

Xinyu Hu, Mingqi Gao, Sen Hu, Yang Zhang, Yicheng Chen, Teng Xu, Xiaojun Wan

Comments Accepted by ACL 2024

Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models

Junfei Wu, Qiang Liu, Ding Wang, Jinghao Zhang, Shu Wu, Liang Wang, Tieniu Tan

Comments Accept to ACL 2024; 19 Pages, 15 Figures, 6 Tables

TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models

Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Haotian Wang, Ming Liu, Bing Qin

Comments Accepted to ACL 2024

Do prompt positions really matter?

Junyu Mao, Stuart E. Middleton, Mahesan Niranjan

Comments 8 pages, 2 figures

Journal ref Findings of the Association for Computational Linguistics: NAACL 2024, 2024, pp. 4102-4130

The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models

Xiliang Zhu, Shayna Gardiner, Tere Roldán, David Rossouw

Comments Accepted to WASSA workshop at ACL2024

An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery

Oskar Wysocki, Magdalena Wysocka, Danilo Carvalho, Alex Teodor Bogatu, Danilo Miranda Gusicuma, Maxime Delmas, Harriet Unsworth, Andre Freitas

Comments accepted for ACL 2024 System Demonstration Track

CLIMATELI: Evaluating Entity Linking on Climate Change Data

Shijia Zhou, Siyao Peng, Barbara Plank

Comments 8 pages, accepted at ClimateNLP 2024 workshop @ ACL 2024

M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection

Yuxia Wang, Jonibek Mansurov, Petar Ivanov, Jinyan Su, Artem Shelmanov, Akim Tsvigun, Osama Mohanned Afzal, Tarek Mahmoud, Giovanni Puccetti, Thomas Arnold, Alham Fikri Aji, Nizar Habash, Iryna Gurevych, Preslav Nakov

Comments 29 pages

Journal ref ACL 2024 main

Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA

Yue Fan, Jing Gu, Kaiwen Zhou, Qianqi Yan, Shan Jiang, Ching-Chen Kuo, Xinze Guan, Xin Eric Wang

Comments ACL 2024

Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals?

Marcio Fonseca, Shay B. Cohen

Comments ACL 2024 camera ready

Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability

Afra Feyza Akyürek, Ekin Akyürek, Leshem Choshen, Derry Wijaya, Jacob Andreas

Comments ACL Findings

Exploring Defeasibility in Causal Reasoning

Shaobo Cui, Lazar Milikic, Yiyang Feng, Mete Ismayilzada, Debjit Paul, Antoine Bosselut, Boi Faltings

Comments Accepted by ACL 2024 (Findings)

Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains

Marcio Fonseca, Shay B. Cohen

Comments ACL 2024 camera ready

Theory of Mind for Multi-Agent Collaboration via Large Language Models

Huao Li, Yu Quan Chong, Simon Stepputtis, Joseph Campbell, Dana Hughes, Michael Lewis, Katia Sycara

Comments Accepted to EMNLP 2023 (Main Conference). Code available at https://github.com/romanlee6/multi_LLM_comm

Journal ref in Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Page 180-192, ACL

Linear Cross-Lingual Mapping of Sentence Embeddings

Oleg Vasilyev, Fumika Isono, John Bohannon

Comments Accepted to ACL Findings 2024

Selective Prompting Tuning for Personalized Conversations with LLMs

Qiushi Huang, Xubo Liu, Tom Ko, Bo Wu, Wenwu Wang, Yu Zhang, Lilian Tang

Comments Accepted to ACL 2024 findings

Shimo Lab at "Discharge Me!": Discharge Summarization by Prompt-Driven Concatenation of Electronic Health Record Sections

Yunzhen He, Hiroaki Yamagiwa, Hidetoshi Shimodaira

Comments BioNLP @ ACL2024