ACL

Synthesizing Conversations from Unlabeled Documents using Automatic Response Segmentation

Fanyou Wu, Weijie Xu, Chandan K. Reddy, Srinivasan H. Sengamedu

Comments findings of ACL 2024

M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering

Anand Subramanian, Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Vijay Prakash Dwivedi, Stefan Winkler

Comments Accepted at ACL 2024 (Findings)

Linguistically Conditioned Semantic Textual Similarity

Jingxuan Tu, Keer Xu, Liulu Yue, Bingyang Ye, Kyeongmin Rim, James Pustejovsky

Comments To appear in the ACL 2024 main proceedings

What Makes Language Models Good-enough?

Daiki Asami, Saku Sugawara

Comments To appear in Findings of ACL2024

Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning

Yang Wu, Chenghao Wang, Ece Gumusel, Xiaozhong Liu

Comments Accepted by ACL Findings 2024

Measuring Retrieval Complexity in Question Answering Systems

Matteo Gabburo, Nicolaas Paul Jedema, Siddhant Garg, Leonardo F. R. Ribeiro, Alessandro Moschitti

Comments Accepted to ACL 2024 (findings)

StatBot.Swiss: Bilingual Open Data Exploration in Natural Language

Farhad Nooralahzadeh, Yi Zhang, Ellery Smith, Sabine Maennel, Cyril Matthey-Doret, Raphaël de Fondville, Kurt Stockinger

Comments This work is accepted at ACL Findings 2024

PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs

Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Haorui Wang, Zhen Qin, Feng Han, Jialu Liu, Simon Baumgartner, Michael Bendersky, Chao Zhang

Comments Findings of ACL 2024

LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation

Zengkui Sun, Yijin Liu, Fandong Meng, Jinan Xu, Yufeng Chen, Jie Zhou

Comments ACL2024 Findings, Codes are at https://github.com/Acerkoo/LCS

Sparsity-Accelerated Training for Large Language Models

Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu

Comments Accepted to ACL 2024 Findings

Strengthened Symbol Binding Makes Large Language Models Reliable Multiple-Choice Selectors

Mengge Xue, Zhenyu Hu, Liqun Liu, Kuo Liao, Shuang Li, Honglin Han, Meng Zhao, Chengguo Yin

Comments Accept at ACL2024 Main

Journal ref ACL 2024

It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance

Laura Cabello, Uchenna Akujuobi

Comments Accepted to ACL 2024 Findings

Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality

Jiahuan Pei, Irene Viola, Haochen Huang, Junxiao Wang, Moonisa Ahsan, Fanghua Ye, Jiang Yiming, Yao Sai, Di Wang, Zhumin Chen, Pengjie Ren, Pablo Cesar

Comments Accepted by ACL 2024

Small Language Models Need Strong Verifiers to Self-Correct Reasoning

Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran, Jaekyeom Kim, Moontae Lee, Honglak Lee, Lu Wang

Comments ACL Findings 2024 - Camera Ready

LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models

Mihir Parmar, Nisarg Patel, Neeraj Varshney, Mutsumi Nakamura, Man Luo, Santosh Mashetty, Arindam Mitra, Chitta Baral

Comments Accepted at ACL(Main) 2024 | First version available @ https://openreview.net/forum?id=7NR2ZVzZxx

TAXI: Evaluating Categorical Knowledge Editing for Language Models

Derek Powell, Walter Gerych, Thomas Hartvigsen

Comments Accepted to ACL 2024 (Findings)

Argument-Aware Approach To Event Linking

I-Hung Hsu, Zihan Xue, Nilay Pochh, Sahil Bansal, Premkumar Natarajan, Jayanth Srinivasa, Nanyun Peng

Comments Paper accepted by ACL-findings 2024

Wav2Gloss: Generating Interlinear Glossed Text from Speech

Taiqi He, Kwanghee Choi, Lindia Tjuatja, Nathaniel R. Robinson, Jiatong Shi, Shinji Watanabe, Graham Neubig, David R. Mortensen, Lori Levin

Comments ACL 2024 camera ready version

PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset

Arda Uzunoglu, Abdalfatah Rashid Safa, Gözde Gül Şahin

Comments 9 pages, ACL 2024 Findings

CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following

Kaiyan Zhang, Jianyu Wang, Ermo Hua, Biqing Qi, Ning Ding, Bowen Zhou

Comments Accepted to ACL 2024 (Main Conference)

RIFF: Learning to Rephrase Inputs for Few-shot Fine-tuning of Language Models

Saeed Najafi, Alona Fyshe

Comments Final Version (Findings of ACL2024)

VariErr NLI: Separating Annotation Error from Human Label Variation

Leon Weber-Genzel, Siyao Peng, Marie-Catherine de Marneffe, Barbara Plank

Comments 14 pages, accepted at ACL 2024 main

DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference

Jialong Wu, Linhai Zhang, Deyu Zhou, Guoqiang Xu

Comments Accepted by ACL2024(Findings)

STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models

Linhai Zhang, Jialong Wu, Deyu Zhou, Guoqiang Xu

Comments Accepted by ACL2024(Findings)

A Comprehensive Evaluation of Quantization Strategies for Large Language Models

Renren Jin, Jiangcun Du, Wuwei Huang, Wei Liu, Jian Luan, Bin Wang, Deyi Xiong

Comments ACL 2024 Findings

Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models

Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen

Comments Accepted by ACL 2024

ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval

Soyoung Yoon, Eunbi Choi, Jiyeon Kim, Hyeongu Yun, Yireun Kim, Seung-won Hwang

Comments Accepted to ACL 2024 main (long)

PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning

Zhisheng Lin, Han Fu, Chenghao Liu, Zhuo Li, Jianling Sun

Comments Accepted to Findings of the ACL 2024

Understanding and Patching Compositional Reasoning in LLMs

Zhaoyi Li, Gangwei Jiang, Hong Xie, Linqi Song, Defu Lian, Ying Wei

Comments Accepted by ACL'2024 Findings

Multi-modal Stance Detection: New Datasets and Model

Bin Liang, Ang Li, Jingqian Zhao, Lin Gui, Min Yang, Yue Yu, Kam-Fai Wong, Ruifeng Xu

Comments ACL'24 Findings