ACL 2024

2,718 papers

InstructEd: Soft-Instruction Tuning for Model Editing with Hops

Xiaoqi Han, Ru Li, Xiaoli Li, Jiye Liang, Zifang Zhang

Diffusion Guided Language Modeling

Justin Lovelace, Varsha Kishore, Yiwei Chen, Kilian Weinberger

AttributionBench: How Hard is Automatic Attribution Evaluation?

Yifei Li, Xiang Yue, Zeyi Liao, Huan Sun

BloomVQA: Assessing Hierarchical Multi-modal Comprehension

Yunye Gong, Robik Shrestha, Jared Claypoole, Michael Cogswell, Arijit Ray

What Makes a Good Order of Examples in In-Context Learning

Qi Guo, Leiyu Wang, Yidong Wang, Wei Ye, Shikun Zhang

Multi-Task Transfer Matters During Instruction-Tuning

David Mueller, Mark Dredze, Nicholas Andrews

MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts

Xuxin Cheng, Zhihong Zhu, Xianwei Zhuang, Zhanpeng Chen, Zhiqi Huang

MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models

Divyanshu Aggarwal, Ashutosh Sathe, Ishaan Watts, Sunayana Sitaram

Views Are My Own, but Also Yours: Benchmarking Theory of Mind Using Common Ground

Adil Soubki, John Murzaku, Arash Yousefi Jordehi, Peter Zeng, Magdalena Markowska

LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments

Zixia Jia, Mengmeng Wang, Baichen Tong, Song-chun Zhu, Zilong Zheng

RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models

Noah Wang, Z.y. Peng, Haoran Que, Jiaheng Liu, Wangchunshu Zhou

Do Language Models Exhibit Human-like Structural Priming Effects?

Jaap Jumelet, Willem Zuidema, Arabella Sinclair

Preemptive Answer “Attacks” on Chain-of-Thought Reasoning

Rongwu Xu, Zehan Qi, Wei Xu

Sparsity-Accelerated Training for Large Language Models

Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li

PIXAR: Auto-Regressive Language Modeling in Pixel Space

Yintao Tai, Xiyang Liao, Alessandro Suglia, Antonio Vergari

Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media

Jiayu Song, Jenny Chim, Adam Tsakalidis, Julia Ive, Dana Atzil-Slonim

Measuring Retrieval Complexity in Question Answering Systems

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

CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems

Amin Abolghasemi, Zhaochun Ren, Arian Askari, Mohammad Aliannejadi, Maarten de Rijke

Towards a new research agenda for multimodal enterprise document understanding: What are we missing?

Armineh Nourbakhsh, Sameena Shah, Carolyn Rose

CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment

Jixiang Hong, Quan Tu, Changyu CHEN, Gao Xing, Ji Zhang

Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM

Jingcong Liang, Rong Ye, Meng Han, Ruofei Lai, Xinyu Zhang

Harnessing Large Language Models as Post-hoc Correctors

Zhiqiang Zhong, Kuangyu Zhou, Davide Mottin

Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics

Zhu Liu, Cunliang Kong, Ying Liu, Maosong Sun

Modeling Overregularization in Children with Small Language Models

Akari Haga, Saku Sugawara, Akiyo Fukatsu, Miyu Oba, Hiroki Ouchi

Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data

Yanda Li, Chi Zhang, Gang Yu, Wanqi Yang, Zhibin Wang

Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction

Meishan Zhang, Hao Fei, Bin Wang, Shengqiong Wu, Yixin Cao

Leveraging Entailment Judgements in Cross-Lingual Summarisation

Huajian Zhang, Laura Perez-Beltrachini

Deepfake Defense: Constructing and Evaluating a Specialized Urdu Deepfake Audio Dataset

Sheza Munir, Wassay Sajjad, Mukeet Raza, Emaan Abbas, Abdul Hameed Azeemi

MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering

Juraj Vladika, Phillip Schneider, Florian Matthes

Amanda: Adaptively Modality-Balanced Domain Adaptation for Multimodal Emotion Recognition

Xinxin Zhang, Jun Sun, Simin Hong, Taihao Li

FOCUS: Forging Originality through Contrastive Use in Self-Plagiarism for Language Models

Kaixin Lan, Tao Fang, Derek Wong, Yabo Xu, Lidia Chao

Part-of-speech Tagging for Extremely Low-resource Indian Languages

Sanjeev Kumar, Preethi Jyothi, Pushpak Bhattacharyya

Fooling the Textual Fooler via Randomizing Latent Representations

Duy Hoang, Nguyen Hung-Quang, Saurav Manchanda, Minlong Peng, Kok-Seng Wong

Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models

Guiyang Hou, Yongliang Shen, Weiming Lu

Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models

Weihang Su, Changyue Wang, Qingyao Ai, Yiran Hu, Zhijing Wu

Towards Multi-Relational Multi-Hop Reasoning over Dense Temporal Knowledge Graphs

Jian Liu, Zihe Liu, Xueqiang Lyu, Peng Jin, Jinan Xu

Generalisation First, Memorisation Second? Memorisation Localisation for Natural Language Classification Tasks

Verna Dankers, Ivan Titov

Word Sense Linking: Disambiguating Outside the Sandbox

Andrei Stefan Bejgu, Edoardo Barba, Luigi Procopio, Alberte Fernández-Castro, Roberto Navigli

Evaluating Large Language Models for Health-related Queries with Presuppositions

Navreet Kaur, Monojit Choudhury, Danish Pruthi

On The Persona-based Summarization of Domain-Specific Documents

Ankan Mullick, Sombit Bose, Rounak Saha, Ayan Bhowmick, Pawan Goyal

NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models

Ancheng Xu, Minghuan Tan, Lei Wang, Min Yang, Ruifeng Xu

Pushing the Limits of Zero-shot End-to-End Speech Translation

Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-jussà

Demonstration Augmentation for Zero-shot In-context Learning

Yi Su, Yunpeng Tai, Yixin Ji, Juntao Li, Yan Bowen

Dual-Stage Multi-Task Syntax-Oriented Pre-Training for Syntactically Controlled Paraphrase Generation

Hongxu Liu, Xiaojie Wang, Jiashen Sun, Ke Zeng, Wan Guanglu

mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans

Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe

Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling

David Dukić, Jan Šnajder

Self-Para-Consistency: Improving Reasoning Tasks at Low Cost for Large Language Models

Wenqing Chen, Weicheng Wang, Zhixuan Chu, Kui Ren, Zibin Zheng

FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction

Alessandro Scirè, Karim Ghonim, Roberto Navigli

Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery

Jinggui Liang, Lizi Liao, Hao Fei, Jing Jiang

ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget

Riccardo Orlando, Pere-Lluís Huguet Cabot, Edoardo Barba, Roberto Navigli

Learning Fine-Grained Grounded Citations for Attributed Large Language Models

Lei Huang, Xiaocheng Feng, Weitao Ma, Yuxuan Gu, Weihong Zhong

Efficient Sparse Attention needs Adaptive Token Release

Chaoran Zhang, Lixin Zou, Dan Luo, Xiangyang Luo, Zihao Li

Mitigating Data Scarcity in Semantic Parsing across Languages with the Multilingual Semantic Layer and its Dataset

Abelardo Carlos Martínez Lorenzo, Pere-Lluís Huguet Cabot, Karim Ghonim, Lu Xu, Hee-Soo Choi

Unsupervised Sign Language Translation and Generation

Zhengsheng Guo, Zhiwei He, Wenxiang Jiao, Xing Wang, Rui Wang

Length Generalization of Causal Transformers without Position Encoding

Jie Wang, Tao Ji, Yuanbin Wu, Hang Yan, Tao Gui

Balanced Data Sampling for Language Model Training with Clustering

Yunfan Shao, Linyang Li, Zhaoye Fei, Hang Yan, Dahua Lin

TextGenSHAP: Scalable Post-Hoc Explanations in Text Generation with Long Documents

James Enouen, Hootan Nakhost, Sayna Ebrahimi, Sercan Arik, Yan Liu

Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech

Neemesh Yadav, Sarah Masud, Vikram Goyal, Md Shad Akhtar, Tanmoy Chakraborty

CPsyCoun: A Report-based Multi-turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling

Chenhao Zhang, Renhao Li, Minghuan Tan, Min Yang, Jingwei Zhu

Real World Conversational Entity Linking Requires More Than Zero-Shots

Mohanna Hoveyda, Arjen Vries, Faegheh Hasibi, Maarten de Rijke

ChartCheck: Explainable Fact-Checking over Real-World Chart Images

Mubashara Akhtar, Nikesh Subedi, Vivek Gupta, Sahar Tahmasebi, Oana Cocarascu

Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation

Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Cristina Giannone

LLMs cannot find reasoning errors, but can correct them given the error location

Gladys Tyen, Hassan Mansoor, Victor Cărbune, Peter Chen, Tony Mak

DADA: Distribution-Aware Domain Adaptation of PLMs for Information Retrieval

Dohyeon Lee, Jongyoon Kim, Seung-won Hwang, Joonsuk Park

Towards Demonstration-Aware Large Language Models for Machine Translation

Chen Li, Meishan Zhang, Xuebo Liu, Zhaocong Li, Derek Wong

MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations

Chunhui Li, Yifan Wang, Zhen Wu, Zhen Yu, Fei Zhao

Unveiling the Power of Integration: Block Diagram Summarization through Local-Global Fusion

Shreyanshu Bhushan, Eun-Soo Jung, Minho Lee

Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model

Hongbin Zhang, Kehai Chen, Xuefeng Bai, Yang Xiang, Min Zhang

Argument-Based Sentiment Analysis on Forward-Looking Statements

Chin-Yi Lin, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen

Complex Logical Query Answering by Calibrating Knowledge Graph Completion Models

Changyi Xiao, Yixin Cao

RefuteBench: Evaluating Refuting Instruction-Following for Large Language Models

Jianhao Yan, Yun Luo, Yue Zhang

Combating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation

Yang Lin, Xinyu Ma, Xin Gao, Ruiqing Li, Yasha Wang

DATA-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning

Yingqian Min, Kun Zhou, Dawei Gao, Wayne Xin Zhao, He Hu

CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models

Nianqi Li, Jingping Liu, Sihang Jiang, Haiyun Jiang, Yanghua Xiao

ROSE Doesn’t Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding

Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao

FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation

Tu Vu, Mohit Iyyer, Xuezhi Wang, Noah Constant, Jerry Wei

A Unified Joint Approach with Topological Context Learning and Rule Augmentation for Knowledge Graph Completion

Jingtao Guo, Chunxia Zhang, Lingxi Li, Xiaojun Xue, Zhendong Niu

Exploring Reversal Mathematical Reasoning Ability for Large Language Models

Pei Guo, WangJie You, Juntao Li, Yan Bowen, Min Zhang

Efficient Domain Adaptation for Non-Autoregressive Machine Translation

WangJie You, Pei Guo, Juntao Li, Kehai Chen, Min Zhang

Code Needs Comments: Enhancing Code LLMs with Comment Augmentation

Demin Song, Honglin Guo, Yunhua Zhou, Shuhao Xing, Yudong Wang

OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models

Shuai Wang, Liang Ding, Li Shen, Yong Luo, Bo Du

The Revolution of Multimodal Large Language Models: A Survey

Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto

Training a Better Chinese Spelling Correction Model via Prior-knowledge Guided Teacher

Chi Wei, Shaobin Huang, Rongsheng Li, Naiyu Yan, Rui Wang

GRADUAL: Granularity-aware Dual Prototype Learning for Better Few-Shot Relation Extraction

Zhiming Li, Yuchen Lyu

Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

Zonglin Yang, Xinya Du, Junxian Li, Jie Zheng, Soujanya Poria

Competition-Level Problems are Effective LLM Evaluators

Yiming Huang, Zhenghao Lin, Xiao Liu, Yeyun Gong, Shuai Lu

RaDA: Retrieval-augmented Web Agent Planning with LLMs

Minsoo Kim, Victor Bursztyn, Eunyee Koh, Shunan Guo, Seung-won Hwang

InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment

Jianing Wang, Junda Wu, Yupeng Hou, Yao Liu, Ming Gao

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

Dang Cuong, Dung Le, Thai Le

InstructEval: Instruction-Tuned Text Evaluator from Human Preference

Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li

Referral Augmentation for Zero-Shot Information Retrieval

Michael Tang, Shunyu Yao, John Yang, Karthik Narasimhan

Exploring the Potential of Dense Information in Multimodal Alignment

Zhiyuan Fan, Zhihong Chen, Benyou Wang

Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models

Ruichao Yang, Wei Gao, Jing Ma, Hongzhan Lin, Bo Wang

Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data Selection

Barah Fazili, Ashish Agrawal, Preethi Jyothi

ZeroStance: Leveraging ChatGPT for Open-Domain Stance Detection via Dataset Generation

Chenye Zhao, Yingjie Li, Cornelia Caragea, Yue Zhang

Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models

Yikai Zhang, Qianyu He, Xintao Wang, Siyu Yuan, Jiaqing Liang

History-Aware Conversational Dense Retrieval

Fengran Mo, Chen Qu, Kelong Mao, Tianyu Zhu, Zhan Su

Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications

Junlin Wang, Tianyi Yang, Roy Xie, Bhuwan Dhingra

SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC

Jinglong Luo, Yehong Zhang, Zhuo Zhang, Jiaqi Zhang, Xin Mu

Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses

Dongxu Zhang, Varun Gangal, Barrett Lattimer, Yi Yang