ACL 2024

2,718 papers

EIT: Enhanced Interactive Transformer

Tong Zheng, Bei Li, Huiwen Bao, Tong Xiao, Jingbo Zhu

STICKERCONV: Generating Multimodal Empathetic Responses from Scratch

Yiqun Zhang, Fanheng Kong, Peidong Wang, Shuang Sun, Lingshuai Wang

Label Augmentation for Zero-Shot Hierarchical Text Classification

Lorenzo Paletto, Valerio Basile, Roberto Esposito

Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution

Flor Miriam Plaza-del-Arco, Amanda Cercas Curry, Alba Curry, Gavin Abercrombie, Dirk Hovy

Conundrums in Cross-Prompt Automated Essay Scoring: Making Sense of the State of the Art

Shengjie Li, Vincent Ng

HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition

YuXuan Liu, Tianchi Yang, Shaohan Huang, Zihan Zhang, Haizhen Huang

FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation

Zijian Feng, Hanzhang Zhou, Kezhi Mao, Zixiao Zhu

Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment

Yunxin Li, Xinyu Chen, Baotian Hu, Haoyuan Shi, Min Zhang

ReFT: Reasoning with Reinforced Fine-Tuning

Luong Trung, Xinbo Zhang, Zhanming Jie, peng sun, Xiaoran Jin

Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents

Yifan Song, Da Yin, Xiang Yue, Jie Huang, Sujian Li

Unlocking the Power of Large Language Models for Entity Alignment

Xuhui Jiang, Yinghan Shen, Zhichao Shi, Chengjin Xu, Wei Li

SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving

Xueliang Zhao, Xinting Huang, Wei Bi, Lingpeng Kong

Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs

Siyuan Wang, zhongyu wei, Yejin Choi, Xiang Ren

LangBridge: Multilingual Reasoning Without Multilingual Supervision

Dongkeun Yoon, Joel Jang, Sungdong Kim, Seungone Kim, Sheikh Shafayat

Advancement in Graph Understanding: A Multimodal Benchmark and Fine-Tuning of Vision-Language Models

Qihang Ai, Jiafan Li, Jincheng Dai, Jianwu Zhou, Lemao Liu

What Evidence Do Language Models Find Convincing?

Alexander Wan, Eric Wallace, Dan Klein

EFSA: Towards Event-Level Financial Sentiment Analysis

Tianyu Chen, Yiming Zhang, Guoxin Yu, Dapeng Zhang, Li Zeng

MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues

Ge Bai, Jie Liu, Xingyuan Bu, Yancheng He, Jiaheng Liu

AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters

Li Lucy, Suchin Gururangan, Luca Soldaini, Emma Strubell, David Bamman

LaMP: When Large Language Models Meet Personalization

Alireza Salemi, Sheshera Mysore, Michael Bendersky, Hamed Zamani

Multimodal Contextualized Semantic Parsing from Speech

Jordan Voas, David Harwath, Ray Mooney

Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering

Zhengliang Shi, Shuo Zhang, Weiwei Sun, Shen Gao, Pengjie Ren

StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion

Zhichao Wang, Yuanzhe Chen, Xinsheng Wang, Lei Xie, Yuping Wang

Prompt Optimization via Adversarial In-Context Learning

Xuan Long Do, Yiran Zhao, Hannah Brown, Yuxi Xie, James Xu Zhao

CQIL: Inference Latency Optimization with Concurrent Computation of Quasi-Independent Layers

Longwei Zou, Qingyang Wang, Han Zhao, Jiangang Kong, Yi Yang

Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder

Jiaqi Wang, Zhenxi Song, Zhengyu Ma, Xipeng Qiu, Min Zhang

Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data?

Qingkai Fang, Shaolei Zhang, Zhengrui Ma, Min Zhang, Yang Feng

End-to-end Learning of Logical Rules for Enhancing Document-level Relation Extraction

Kunxun Qi, Jianfeng Du, Hai Wan

From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models

Qisheng Hu, Geonsik Moon, Hwee Tou Ng

Intrinsic Task-based Evaluation for Referring Expression Generation

Guanyi Chen, Fahime Same, Kees van Deemter

Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling

Hang Jiang, Xiajie Zhang, Robert Mahari, Daniel Kessler, Eric Ma

An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs

Daking Rai, Ziyu Yao

ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences

Yuanhe Tian, Ruyi Gan, Yan Song, Jiaxing Zhang, Yongdong Zhang

Dialogue Summarization with Mixture of Experts based on Large Language Models

Yuanhe Tian, Fei Xia, Yan Song

Large Language Models Are No Longer Shallow Parsers

Yuanhe Tian, Fei Xia, Yan Song

Where Do People Tell Stories Online? Story Detection Across Online Communities

Maria Antoniak, Joel Mire, Maarten Sap, Elliott Ash, Andrew Piper

Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning

Hanqi Yan, Qinglin Zhu, Xinyu Wang, Lin Gui, Yulan He

ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs

Justin Chen, Swarnadeep Saha, Mohit Bansal

MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning

Inderjeet Nair, Lu Wang

PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning

Zhihan Zhang, Dong-Ho Lee, Yuwei Fang, Wenhao Yu, Mengzhao Jia

The Unreasonable Effectiveness of Easy Training Data for Hard Tasks

Peter Hase, Mohit Bansal, Peter Clark, Sarah Wiegreffe

ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews

Mike D’Arcy, Alexis Ross, Erin Bransom, Bailey Kuehl, Jonathan Bragg

Lightweight reranking for language model generations

Siddhartha Jain, Xiaofei Ma, Anoop Deoras, Bing Xiang

Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation

Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri

Robust Frame-Semantic Models with Lexical Unit Trees and Negative Samples

Jacob Devasier, Yogesh Gurjar, Chengkai Li

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

Ritam Dutt, Zhen Wu, Jiaxin Shi, Divyanshu Sheth, Prakhar Gupta

Translation-based Lexicalization Generation and Lexical Gap Detection: Application to Kinship Terms

Senyu Li, Bradley Hauer, Ning Shi, Grzegorz Kondrak

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Yong Dai

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

Yue Fan, Jing Gu, Kaiwen Zhou, Qianqi Yan, Shan Jiang

A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia

Giovanni Monea, Maxime Peyrard, Martin Josifoski, Vishrav Chaudhary, Jason Eisner

ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models

Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu

XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval

Mohammad Abdullah Matin Khan, M Saiful Bari, Xuan Long Do, Weishi Wang, Md Rizwan Parvez

TAMS: Translation-Assisted Morphological Segmentation

Enora Rice, Ali Marashian, Luke Gessler, Alexis Palmer, Katharina von der Wense

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

Gal Yona, Roee Aharoni, Mor Geva

PixT3: Pixel-based Table-To-Text Generation

Iñigo Alonso, Eneko Agirre, Mirella Lapata

SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget

Rui Kong, Yuanchun Li, Qingtian Feng, WEIJUN WANG, Xiaozhou Ye

Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages

Carlos Mullov, Quan Pham, Alexander Waibel

Automated Justification Production for Claim Veracity in Fact Checking: A Survey on Architectures and Approaches

Islam Eldifrawi, Shengrui Wang, Amine Trabelsi

GroundingGPT: Language Enhanced Multi-modal Grounding Model

Zhaowei Li, Qi Xu, Dong Zhang, Hang Song, Yiqing Cai

RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable Questions

Prayushi Faldu, Indrajit Bhattacharya, Mausam .

Advancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations

Guan-Ting Lin, Cheng-Han Chiang, Hung-yi Lee

A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts

Nafis Irtiza Tripto, Saranya Venkatraman, Dominik Macko, Robert Moro, Ivan Srba

The Hidden Space of Transformer Language Adapters

Jesujoba Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva

SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation

Matthias Lindemann, Alexander Koller, Ivan Titov

A Causal Approach for Counterfactual Reasoning in Narratives

Feiteng Mu, Wenjie Li

Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning

Feiteng Mu, Wenjie Li

LLaMA Pro: Progressive LLaMA with Block Expansion

Chengyue Wu, Yukang Gan, Yixiao Ge, Zeyu Lu, Jiahao Wang

Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation

Tianqi Zhong, Zhaoyi Li, Quan Wang, Linqi Song, Ying Wei

Legal Case Retrieval: A Survey of the State of the Art

Yi Feng, Chuanyi Li, Vincent Ng

DiFiNet: Boundary-Aware Semantic Differentiation and Filtration Network for Nested Named Entity Recognition

Yuxiang Cai, Qiao Liu, Yanglei Gan, Run Lin, Changlin Li

Error-preserving Automatic Speech Recognition of Young English Learners’ Language

Janick Michot, Manuela Hürlimann, Jan Deriu, Luzia Sauer, Katsiaryna Mlynchyk

WRP: Weight Recover Prune for Structured Sparsity

Zhendong Tan, Xingjun Zhang, Zheng Wei

Self-Evolving GPT: A Lifelong Autonomous Experiential Learner

Jinglong Gao, Xiao Ding, Yiming Cui, Jianbai Zhao, Hepeng Wang

Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models

Wenxuan Wang, Wenxiang Jiao, Jingyuan Huang, Ruyi Dai, Jen-tse Huang

Exploring Alignment in Shared Cross-lingual Spaces

Basel Mousi, Nadir Durrani, Fahim Dalvi, Majd Hawasly, Ahmed Abdelali

Unlearning Traces the Influential Training Data of Language Models

Masaru Isonuma, Ivan Titov

An Open Multilingual System for Scoring Readability of Wikipedia

Mykola Trokhymovych, Indira Sen, Martin Gerlach

Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understanding of Discourse Relations

Yisong Miao, Hongfu Liu, Wenqiang Lei, Nancy Chen, Min-Yen Kan

FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection

Yufei Huang, Xu Han, Maosong Sun

Text-to-Song: Towards Controllable Music Generation Incorporating Vocal and Accompaniment

Zhiqing Hong, Rongjie Huang, Xize Cheng, Yongqi Wang, Ruiqi Li

Unveiling Linguistic Regions in Large Language Models

Zhihao Zhang, Jun Zhao, Qi Zhang, Tao Gui, Xuanjing Huang

Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts?

Hexiang Tan, Fei Sun, Wanli Yang, Yuanzhuo Wang, Qi Cao

The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities

David Stap, Eva Hasler, Bill Byrne, Christof Monz, Ke Tran

UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion

Wei Li, Xue Xu, Jiachen Liu, Xinyan Xiao

Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models

Xudong Lu, Qi Liu, Yuhui Xu, Aojun Zhou, Siyuan Huang

TasTe: Teaching Large Language Models to Translate through Self-Reflection

Yutong Wang, Jiali Zeng, Xuebo Liu, Fandong Meng, Jie Zhou

Soft Knowledge Prompt: Help External Knowledge Become a Better Teacher to Instruct LLM in Knowledge-based VQA

Qunbo Wang, Ruyi Ji, Tianhao Peng, Wenjun Wu, Zechao Li

Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?

Qineng Wang, Zihao Wang, Ying Su, Hanghang Tong, Yangqiu Song

Learning or Self-aligning? Rethinking Instruction Fine-tuning

Mengjie Ren, Boxi Cao, Hongyu Lin, Cao Liu, Xianpei Han

On Measuring Faithfulness or Self-consistency of Natural Language Explanations

Letitia Parcalabescu, Anette Frank

FinTextQA: A Dataset for Long-form Financial Question Answering

Jian Chen, Peilin Zhou, Yining Hua, Loh Xin, Kehui Chen

Are AI-Generated Text Detectors Robust to Adversarial Perturbations?

Guanhua Huang, Yuchen Zhang, Zhe Li, Yongjian You, Mingze Wang

EmoBench: Evaluating the Emotional Intelligence of Large Language Models

Sahand Sabour, Siyang Liu, Zheyuan Zhang, June Liu, Jinfeng Zhou

KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models

Zhuohao Yu, Chang Gao, Wenjin Yao, Yidong Wang, Wei Ye

ProtT3: Protein-to-Text Generation for Text-based Protein Understanding

Zhiyuan Liu, An Zhang, Hao Fei, Enzhi Zhang, Xiang Wang

SparseFlow: Accelerating Transformers by Sparsifying Information Flows

Yeachan Kim, SangKeun Lee

Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning

Yeachan Kim, Junho Kim, SangKeun Lee

SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning

Guoxin Chen, Kexin Tang, Chao Yang, Fuying Ye, Yu Qiao

Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models

Changyu CHEN, Xiting Wang, Ting-En Lin, Ang Lv, Yuchuan Wu

Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning

Sangwon Ryu, Heejin Do, Yunsu Kim, Gary Lee, Jungseul Ok