ACL

A Course Shared Task on Evaluating LLM Output for Clinical Questions

Yufang Hou, Thy Thy Tran, Doan Nam Long Vu, Yiwen Cao, Kai Li, Lukas Rohde, Iryna Gurevych

Comments accepted at the sixth Workshop on Teaching NLP (co-located with ACL 2024)

ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition

Lu Ye, Ze Tao, Yong Huang, Yang Li

Comments ACL 2024

Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers

Gal Yona, Roee Aharoni, Mor Geva

Comments To appear in ACL 2024 Main Conference

KGLens: Towards Efficient and Effective Knowledge Probing of Large Language Models with Knowledge Graphs

Shangshang Zheng, He Bai, Yizhe Zhang, Yi Su, Xiaochuan Niu, Navdeep Jaitly

Comments ACL 2024 Workshop Towards Knowledgeable Language Models

Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation

Xiang Luo, Zhiwen Tang, Jin Wang, Xuejie Zhang

Comments Accepted by ACL 2024

Definition generation for lexical semantic change detection

Mariia Fedorova, Andrey Kutuzov, Yves Scherrer

Comments Findings of ACL 2024

Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends

Giuliano Martinelli, Edoardo Barba, Roberto Navigli

Comments Accepted at main conference of ACL 2024. 15 pages

Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs

Elan Markowitz, Anil Ramakrishna, Jwala Dhamala, Ninareh Mehrabi, Charith Peris, Rahul Gupta, Kai-Wei Chang, Aram Galstyan

Comments Accepted for publication at the ACL 2024 Conference

LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Keivan Alizadeh, Iman Mirzadeh, Dmitry Belenko, Karen Khatamifard, Minsik Cho, Carlo C Del Mundo, Mohammad Rastegari, Mehrdad Farajtabar

Comments ACL 2024

ArabicNLU 2024: The First Arabic Natural Language Understanding Shared Task

Mohammed Khalilia, Sanad Malaysha, Reem Suwaileh, Mustafa Jarrar, Alaa Aljabari, Tamer Elsayed, Imed Zitouni

Comments In Proceedings of the Second Arabic Natural Language Processing Conference (ArabicNLP 2024), Bangkok, Thailand. Association for Computational Linguistics

Papilusion at DAGPap24: Paper or Illusion? Detecting AI-generated Scientific Papers

Nikita Andreev, Alexander Shirnin, Vladislav Mikhailov, Ekaterina Artemova

Comments to appear in "The 4th Workshop on Scholarly Document Processing @ ACL 2024" proceedings

EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records

Jaehee Ryu, Seonhee Cho, Gyubok Lee, Edward Choi

Comments ACL 2024 (Findings)

Learn from Failure: Fine-Tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving

Chenyang An, Zhibo Chen, Qihao Ye, Emily First, Letian Peng, Jiayun Zhang, Zihan Wang, Sorin Lerner, Jingbo Shang

Comments Accepted as a main conference paper at ACL 2024

ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic

Fajri Koto, Haonan Li, Sara Shatnawi, Jad Doughman, Abdelrahman Boda Sadallah, Aisha Alraeesi, Khalid Almubarak, Zaid Alyafeai, Neha Sengupta, Shady Shehata, Nizar Habash, Preslav Nakov, Timothy Baldwin

Comments Findings of ACL 2024

Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes

Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seungjin Baek, Chang Hoon Han, Yoon Bin Jung, Yohan Jo, Edward Choi

Comments ACL 2024 (Findings)

Teaching LLMs at Charles University: Assignments and Activities

Jindřich Helcl, Zdeněk Kasner, Ondřej Dušek, Tomasz Limisiewicz, Dominik Macháček, Tomáš Musil, Jindřich Libovický

Comments 6th TeachNLP workshop at ACL 2024

Addressing Topic Leakage in Cross-Topic Evaluation for Authorship Verification

Jitkapat Sawatphol, Can Udomcharoenchaikit, Sarana Nutanong

Comments Accepted to publish at Transactions of the Association for Computational Linguistics

How to Engage Your Readers? Generating Guiding Questions to Promote Active Reading

Peng Cui, Vilém Zouhar, Xiaoyu Zhang, Mrinmaya Sachan

Comments ACL 2024

Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot Techniques

Anar Yeginbergen, Maite Oronoz, Rodrigo Agerri

Journal ref ACL 2024

RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records

Ran Xu, Wenqi Shi, Yue Yu, Yuchen Zhuang, Bowen Jin, May D. Wang, Joyce C. Ho, Carl Yang

Comments ACL 2024 (Oral)

Journal ref ACL 2024

AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents

Harsh Trivedi, Tushar Khot, Mareike Hartmann, Ruskin Manku, Vinty Dong, Edward Li, Shashank Gupta, Ashish Sabharwal, Niranjan Balasubramanian

Comments ACL'24 Camera Ready

3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding

Yihao Ding, Lorenzo Vaiani, Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero

Comments Accepted at Findings of ACL 2024

Model Composition for Multimodal Large Language Models

Chi Chen, Yiyang Du, Zheng Fang, Ziyue Wang, Fuwen Luo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Maosong Sun, Yang Liu

Comments ACL2024 Main Conference; Code is available at https://github.com/THUNLP-MT/ModelCompose

Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint

Xiaowei Yuan, Zhao Yang, Yequan Wang, Shengping Liu, Jun Zhao, Kang Liu

Comments Accepted by Findings of ACL 2024

SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding

Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia, Bill Yuchen Lin, Radha Poovendran

Comments To appear in ACL 2024

AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension

Qian Yang, Jin Xu, Wenrui Liu, Yunfei Chu, Ziyue Jiang, Xiaohuan Zhou, Yichong Leng, Yuanjun Lv, Zhou Zhao, Chang Zhou, Jingren Zhou

Comments Code and Data: https://github.com/OFA-Sys/AIR-Bench. Accepted by ACL 2024

Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning

Tianduo Wang, Shichen Li, Wei Lu

Comments ACL 2024. Code and data are available at https://github.com/TianduoWang/DPO-ST

The FIGNEWS Shared Task on News Media Narratives

Wajdi Zaghouani, Mustafa Jarrar, Nizar Habash, Houda Bouamor, Imed Zitouni, Mona Diab, Samhaa R. El-Beltagy, Muhammed AbuOdeh

Comments 18 pages, 10 tables, 1 figure, accepted to ArabicNLP 2024 co-located with ACL 2024

Exploring Description-Augmented Dataless Intent Classification

Ruoyu Hu, Foaad Khosmood, Abbas Edalat

Comments Accepted to the 6th NLP for Conversational AI Workshop at ACL 2024(NLP4ConvAI)

BotEval: Facilitating Interactive Human Evaluation

Hyundong Cho, Thamme Gowda, Yuyang Huang, Zixun Lu, Tianli Tong, Jonathan May

Comments ACL 2024 SDT, 10 pages