ACL

Who Wrote this Code? Watermarking for Code Generation

Taehyun Lee, Seokhee Hong, Jaewoo Ahn, Ilgee Hong, Hwaran Lee, Sangdoo Yun, Jamin Shin, Gunhee Kim

Comments To be presented at ACL 2024

Evaluating the Robustness of Adverse Drug Event Classification Models Using Templates

Dorothea MacPhail, David Harbecke, Lisa Raithel, Sebastian Möller

Comments Accepted at BioNLP 2024 and Shared Tasks (ACL Workshop)

Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling

Hang Jiang, Xiajie Zhang, Robert Mahari, Daniel Kessler, Eric Ma, Tal August, Irene Li, Alex 'Sandy' Pentland, Yoon Kim, Deb Roy, Jad Kabbara

Comments Accepted to ACL 2024

Efficient Sparse Attention needs Adaptive Token Release

Chaoran Zhang, Lixin Zou, Dan Luo, Min Tang, Xiangyang Luo, Zihao Li, Chenliang Li

Comments Accepted at ACL 2024(Findings)

Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation

Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Boyuan Pan, Heda Wang, Yao Hu, Kan Li

Comments Accepted to ACL2024 Main Conference

Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion

Ananjan Nandi, Navdeep Kaur, Parag Singla, Mausam

Comments 12 pages, 15 tables Published in ACL 2023

Is Your Large Language Model Knowledgeable or a Choices-Only Cheater?

Nishant Balepur, Rachel Rudinger

Comments KnowledgeLM Workshop @ ACL 2024

Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation

Pablo Messina, René Vidal, Denis Parra, Álvaro Soto, Vladimir Araujo

Comments Accepted to ACL 2024 (Findings)

DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information

Artem Bobrov, Domantas Saltenis, Zhaoyue Sun, Gabriele Pergola, Yulan He

Comments 10 pages, 14 figures, accepted by ACL 2024 Demo Track

TEII: Think, Explain, Interact and Iterate with Large Language Models to Solve Cross-lingual Emotion Detection

Long Cheng, Qihao Shao, Christine Zhao, Sheng Bi, Gina-Anne Levow

Comments Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis (ACL 2024)

Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration

Sunhao Dai, Weihao Liu, Yuqi Zhou, Liang Pang, Rongju Ruan, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen

Comments Accepted by Findings of ACL 2024; Datasets Link: https://huggingface.co/IR-Cocktail

Teaching Llama a New Language Through Cross-Lingual Knowledge Transfer

Hele-Andra Kuulmets, Taido Purason, Agnes Luhtaru, Mark Fishel

Journal ref Findings of the Association for Computational Linguistics: NAACL 2024, pages 3309-3325

Towards Unsupervised Question Answering System with Multi-level Summarization for Legal Text

M Manvith Prabhu, Haricharana Srinivasa, Anand Kumar M

Comments 6 pages, 2 figures

Journal ref In Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval 2024), pages 193 to 199, Mexico City, Mexico. Association for Computational Linguistics

GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers

Qintong Li, Leyang Cui, Xueliang Zhao, Lingpeng Kong, Wei Bi

Comments ACL 2024

A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models

Cuong Dang, Dung D. Le, Thai Le

Comments Accepted to ACL Findings 2024

DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion

Ananjan Nandi, Navdeep Kaur, Parag Singla, Mausam

Comments 12 pages, 2 figures, 15 tables Accepted to ACL 2024

Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency

Baizhou Huang, Shuai Lu, Weizhu Chen, Xiaojun Wan, Nan Duan

Comments ACL 2024

Kanbun-LM: Reading and Translating Classical Chinese in Japanese Methods by Language Models

Hao Wang, Hirofumi Shimizu, Daisuke Kawahara

Comments Findings of ACL 2023

TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind

Guiyang Hou, Wenqi Zhang, Yongliang Shen, Linjuan Wu, Weiming Lu

Comments 16 pages, 6 figures, ACL 2024(findings)

EconNLI: Evaluating Large Language Models on Economics Reasoning

Yue Guo, Yi Yang

Comments Findings of ACL 2024

Sociocultural Considerations in Monitoring Anti-LGBTQ+ Content on Social Media

Sidney G. -J. Wong

Comments Accepted Manuscript ACL 2024 Workshop C3NLP

IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation

Senyu Han, Lu Chen, Li-Min Lin, Zhengshan Xu, Kai Yu

Comments Accepted by ACL 2024 Main

PocketLLM: Enabling On-Device Fine-Tuning for Personalized LLMs

Dan Peng, Zhihui Fu, Jun Wang

Comments Accepted to the ACL 2024 Workshop on Privacy in Natural Language Processing (PrivateNLP)

Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components

Phillip Schneider, Wessel Poelman, Michael Rovatsos, Florian Matthes

Comments Accepted to ACL 2024 NLP4ConvAI Workshop

Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration

Shangbin Feng, Weijia Shi, Yike Wang, Wenxuan Ding, Vidhisha Balachandran, Yulia Tsvetkov

Comments ACL 2024

SeaLLMs -- Large Language Models for Southeast Asia

Xuan-Phi Nguyen, Wenxuan Zhang, Xin Li, Mahani Aljunied, Zhiqiang Hu, Chenhui Shen, Yew Ken Chia, Xingxuan Li, Jianyu Wang, Qingyu Tan, Liying Cheng, Guanzheng Chen, Yue Deng, Sen Yang, Chaoqun Liu, Hang Zhang, Lidong Bing

Comments Technical report, ACL 2024 DEMO TRACK

Exploring the Potential of Large Language Models in Computational Argumentation

Guizhen Chen, Liying Cheng, Luu Anh Tuan, Lidong Bing

Comments Accepted at ACL 2024 Main

WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models

Shangqing Tu, Yuliang Sun, Yushi Bai, Jifan Yu, Lei Hou, Juanzi Li

Comments 26pages, 7 figures, accepted by ACL 2024

Rethinking Machine Ethics -- Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?

Jingyan Zhou, Minda Hu, Junan Li, Xiaoying Zhang, Xixin Wu, Irwin King, Helen Meng

Journal ref Findings of the Association for Computational Linguistics: NAACL 2024

Revealing User Familiarity Bias in Task-Oriented Dialogue via Interactive Evaluation

Takyoung Kim, Jamin Shin, Young-Ho Kim, Sanghwan Bae, Sungdong Kim

Comments NLP4ConvAI Workshop at ACL 2024