ACL 2024: all accepted papers
- Temporal Knowledge Question Answering via Abstract Reasoning Induction ↗Ziyang Chen, Dongfang Li, Xiang Zhao et al. · Long Papers17 citations
- Topic Modeling for Short Texts with Large Language Models ↗Tomoki Doi, Masaru Isonuma, Hitomi Yanaka · Student Research Workshop17 citations
- Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ↗Shicheng Xu, Liang Pang, Mo Yu et al. · Long Papers17 citations
- Advancing Large Language Models to Capture Varied Speaking Styles and Respond Properly in Spoken Conversations ↗Guan-Ting Lin, Cheng-Han Chiang, Hung-yi Lee · Long Papers16 citations
- Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ↗Rikui Huang, Wei Wei, Xiaoye Qu et al. · Long Papers16 citations
- DiffuCOMET: Contextual Commonsense Knowledge Diffusion ↗Silin Gao, Mete Ismayilzada, Mengjie Zhao et al. · Long Papers16 citations
- DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution ↗Yulong Mao, Kaiyu Huang, Changhao Guan et al. · Long Papers16 citations
- Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder ↗Jiaqi Wang, Zhenxi Song, Zhengyu Ma et al. · Long Papers16 citations
- FinTextQA: A Dataset for Long-form Financial Question Answering ↗Jian Chen, Peilin Zhou, Yining Hua et al. · Long Papers16 citations
- FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language ModelsYuxin Jiang, Yufei Wang, Xingshan Zeng et al. · Long Papers16 citations · our summary
- MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning ↗Pengjie Ren, Chengshun Shi, Shiguang Wu et al. · Long Papers16 citations
- Metaphor Understanding Challenge Dataset for LLMsXiaoyu Tong, Rochelle Choenni, Martha Lewis et al. · Long Papers16 citations · our summary
- PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models ↗Haoran Li, Dadi Guo, Donghao Li et al. · Long Papers16 citations
- RDRec: Rationale Distillation for LLM-based Recommendation ↗Xinfeng Wang, Jin Cui, Yoshimi Suzuki et al. · Short Papers16 citations
- Reducing Privacy Risks in Online Self-Disclosures with Language Models ↗Yao Dou, Isadora Krsek, Tarek Naous et al. · Long Papers16 citations
- SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget ↗Rui Kong, Yuanchun Li, Qingtian Feng et al. · Long Papers16 citations
- TTM-RE: Memory-Augmented Document-Level Relation Extraction ↗Chufan Gao, Xuan Wang, Jimeng Sun · Long Papers16 citations
- The Earth is Flat because...: Investigating LLMs' Belief towards Misinformation via Persuasive Conversation ↗Rongwu Xu, Brian Lin, Shujian Yang et al. · Long Papers · 🏆 Outstanding Paper Award16 citations
- Transparent and Scrutable Recommendations Using Natural Language User Profiles ↗Jerome Ramos, Hossein A. Rahmani, Xi Wang et al. · Long Papers16 citations
- AlignBench: Benchmarking Chinese Alignment of Large Language Models ↗Xiao Liu, Xuanyu Lei, Shengyuan Wang et al. · Long Papers15 citations
- Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding ↗Zhihan Zhang, Yixin Cao, Chenchen Ye et al. · Long Papers15 citations
- Attribute First, then Generate: Locally-attributable Grounded Text Generation ↗Aviv Slobodkin, Eran Hirsch, Arie Cattan et al. · Long Papers15 citations
- Benchmarking Data Science Agents ↗Yuge Zhang, Qiyang Jiang, XingyuHan XingyuHan et al. · Long Papers15 citations
- Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? ↗Hexiang Tan, Fei Sun, Wanli Yang et al. · Long Papers15 citations
- CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following ↗Kaiyan Zhang, Jianyu Wang, Ermo Hua et al. · Long Papers15 citations
- Factual Confidence of LLMs: on Reliability and Robustness of Current Estimators ↗Matéo Mahaut, Laura Aina, Paula Czarnowska et al. · Long Papers15 citations
- FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models ↗Andrew Zhu, Alyssa Hwang, Liam Dugan et al. · Short Papers15 citations
- Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance ↗Bo Yuan, Yulin Chen, Yin Zhang et al. · Long Papers15 citations
- In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery ↗Matteo Merler, Katsiaryna Haitsiukevich, Nicola Dainese et al. · Student Research Workshop15 citations
- IndicGenBench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLMs on Indic Languages ↗Harman Singh, Nitish Gupta, Shikhar Bharadwaj et al. · Long Papers15 citations
- Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play Approach ↗Saehyung Lee, Sangwon Yu, Junsung Park et al. · Long Papers15 citations
- Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models ↗Ying-Chun Lin, Jennifer Neville, Jack Stokes et al. · Long Papers15 citations
- Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Models ↗Shengzhi Li, Rongyu Lin, Shichao Pei · Long Papers15 citations
- PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal Retrievers ↗Weizhe Lin, Jingbiao Mei, Jinghong Chen et al. · Long Papers15 citations
- PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agents ↗Qisen Yang, Zekun Wang, Honghui Chen et al. · Long Papers15 citations
- RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records ↗Ran Xu, Wenqi Shi, Yue Yu et al. · Short Papers15 citations
- Rethinking Task-Oriented Dialogue Systems: From Complex Modularity to Zero-Shot Autonomous Agent ↗Heng-Da Xu, Xian-Ling Mao, Puhai Yang et al. · Long Papers15 citations
- Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ↗Rui Ying, Mengting Hu, Jianfeng Wu et al. · Long Papers15 citations
- Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ↗Fangzhi Xu, Zhiyong Wu, Qiushi Sun et al. · Long Papers15 citations
- Text Embedding Inversion Security for Multilingual Language Models ↗Yiyi Chen, Heather Lent, Johannes Bjerva · Long Papers15 citations
- Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities ↗Alex Wilf, Sihyun Lee, Paul Pu Liang et al. · Long Papers15 citations
- VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval ↗Junjie Zhou, Zheng Liu, Shitao Xiao et al. · Long Papers15 citations
- A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains ↗Alon Jacovi, Yonatan Bitton, Bernd Bohnet et al. · Long Papers14 citations
- Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution ↗Flor Miriam Plaza-del-Arco, Amanda Cercas Curry, Alba Curry et al. · Long Papers14 citations
- Are AI-Generated Text Detectors Robust to Adversarial Perturbations? ↗Guanhua Huang, Yuchen Zhang, Zhe Li et al. · Long Papers14 citations
- Bridging the Preference Gap between Retrievers and LLMsZixuan Ke, Weize Kong, Cheng Li et al. · Long Papers14 citations · our summary
- CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models ↗Tong Zhang, Peixin Qin, Yang Deng et al. · Long Papers14 citations
- DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention ↗Junda Wu, Tong Yu, Xiang Chen et al. · Long Papers14 citations
- Dialogue Summarization with Mixture of Experts based on Large Language Models ↗Yuanhe Tian, Fei Xia, Yan Song · Long Papers14 citations
- Do Large Language Models Latently Perform Multi-Hop Reasoning? ↗Sohee Yang, Elena Gribovskaya, Nora Kassner et al. · Long Papers14 citations
- DocFinQA: A Long-Context Financial Reasoning Dataset ↗Varshini Reddy, Rik Koncel-Kedziorski, Viet Dac Lai et al. · Short Papers14 citations
- Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models ↗Yuyan Chen, Chenwei Wu, Songzhou Yan et al. · Long Papers14 citations
- Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks ↗Charlotte Siska, Katerina Marazopoulou, Melissa Ailem et al. · Long Papers14 citations
- Experiential Co-Learning of Software-Developing Agents ↗Chen Qian, Yufan Dang, Jiahao Li et al. · Long Papers14 citations
- HyperMoE: Towards Better Mixture of Experts via Transferring Among Experts ↗Hao Zhao, Zihan Qiu, Huijia Wu et al. · Long Papers14 citations
- IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning ↗Abhinav Joshi, Shounak Paul, Akshat Sharma et al. · Long Papers14 citations
- Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic ↗Rishabh Bhardwaj, Duc Anh Do, Soujanya Poria · Long Papers14 citations
- Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language ModelsTianyi Tang, Wenyang Luo, Haoyang Huang et al. · Long Papers14 citations · our summary
- Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling ↗Hang Jiang, Xiajie Zhang, Robert Mahari et al. · Long Papers14 citations
- Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval ↗Zheng Liu, Chaofan Li, Shitao Xiao et al. · Long Papers14 citations
- MERA: A Comprehensive LLM Evaluation in Russian ↗Alena Fenogenova, Artem Chervyakov, Nikita Martynov et al. · Long Papers14 citations
- MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs ↗Zimu Lu, Aojun Zhou, Houxing Ren et al. · Long Papers14 citations
- Multimodal Instruction Tuning with Conditional Mixture of LoRA ↗Ying Shen, Zhiyang Xu, Qifan Wang et al. · Long Papers14 citations
- OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification ↗Yifan Peng, Yui Sudo, Muhammad Shakeel et al. · Long Papers14 citations
- PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety ↗Zaibin Zhang, Yongting Zhang, Lijun Li et al. · Long Papers · 🏆 Outstanding Paper Award14 citations
- Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling ↗Pratyush Maini, Skyler Seto, Richard Bai et al. · Long Papers14 citations
- STICKERCONV: Generating Multimodal Empathetic Responses from Scratch ↗Yiqun Zhang, Fanheng Kong, Peidong Wang et al. · Long Papers14 citations
- SeaLLMs - Large Language Models for Southeast Asia ↗Xuan-Phi Nguyen, Wenxuan Zhang, Xin Li et al. · System Demonstrations14 citations
- Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering ↗Tobias Schimanski, Jingwei Ni, Mathias Kraus et al. · Long Papers14 citations
- Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages ↗Mofetoluwa Adeyemi, Akintunde Oladipo, Ronak Pradeep et al. · Short Papers14 citations
- AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators ↗Jingwei Ni, Minjing Shi, Dominik Stammbach et al. · Long Papers13 citations
- AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding AgentsHarsh Trivedi, Tushar Khot, Mareike Hartmann et al. · Long Papers · 🏆 Best Resource Paper Award13 citations · our summary
- BizBench: A Quantitative Reasoning Benchmark for Business and Finance ↗Michael Krumdick, Rik Koncel-Kedziorski, Viet Dac Lai et al. · Long Papers13 citations
- CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers ↗Yong Hu, Fandong Meng, Jie Zhou · Long Papers13 citations
- CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal ModelsZixin Chen, Hongzhan Lin, Ziyang Luo et al. · Long Papers13 citations · our summary
- CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation ↗Pei Ke, Bosi Wen, Andrew Feng et al. · Long Papers13 citations
- Detection-Correction Structure via General Language Model for Grammatical Error Correction ↗Wei Li, Houfeng Wang · Long Papers13 citations
- EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot ↗Hao Fei, Han Zhang, Bin Wang et al. · System Demonstrations13 citations
- Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation ↗Haonan Chen, Zhicheng Dou, Kelong Mao et al. · Long Papers13 citations
- Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond ↗Yongqi Li, Wenjie Wang, Leigang Qu et al. · Long Papers13 citations
- LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation ↗Shaolin Zhu, Leiyu Pan, Bo Li et al. · Long Papers13 citations
- LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error ↗Boshi Wang, Hao Fang, Jason Eisner et al. · Long Papers13 citations
- ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval ↗Soyoung Yoon, Eunbi Choi, Jiyeon Kim et al. · Long Papers13 citations
- Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences ↗Xiyao Wang, Yuhang Zhou, Xiaoyu Liu et al. · Long Papers13 citations
- Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering ↗Junnan Dong, Qinggang Zhang, Huachi Zhou et al. · Long Papers13 citations
- PRewrite: Prompt Rewriting with Reinforcement Learning ↗Weize Kong, Spurthi Hombaiah, Mingyang Zhang et al. · Short Papers13 citations
- Planning Like Human: A Dual-process Framework for Dialogue Planning ↗Tao He, Lizi Liao, Yixin Cao et al. · Long Papers13 citations
- Progressively Modality Freezing for Multi-Modal Entity Alignment ↗Yani Huang, Xuefeng Zhang, Richong Zhang et al. · Long Papers13 citations
- RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models ↗Jiongxiao Wang, Junlin Wu, Muhao Chen et al. · Long Papers13 citations
- Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search ↗Haochen Li, Xin Zhou, Zhiqi Shen · Long Papers13 citations
- T2S-GPT: Dynamic Vector Quantization for Autoregressive Sign Language Production from Text ↗Aoxiong Yin, Haoyuan Li, Kai Shen et al. · Long Papers13 citations
- TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks ↗Viktor Moskvoretskii, Ekaterina Neminova, Alina Lobanova et al. · Long Papers13 citations
- Unveiling Linguistic Regions in Large Language Models ↗Zhihao Zhang, Jun Zhao, Qi Zhang et al. · Long Papers13 citations
- ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models ↗Yuanyi Ren, Haoran Ye, Hanjun Fang et al. · Long Papers13 citations
- WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models ↗Shangqing Tu, Yuliang Sun, Yushi Bai et al. · Long Papers13 citations
- WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning ↗Zhaojian Yu, Xin Zhang, Ning Shang et al. · Long Papers13 citations
- Wordflow: Social Prompt Engineering for Large Language Models ↗Zijie Wang, Aishwarya Chakravarthy, David Munechika et al. · System Demonstrations13 citations
- ANAH: Analytical Annotation of Hallucinations in Large Language Models ↗Ziwei Ji, Yuzhe Gu, Wenwei Zhang et al. · Long Papers12 citations
- Causal-Guided Active Learning for Debiasing Large Language Models ↗Zhouhao Sun, Li Du, Xiao Ding et al. · Long Papers · 🏆 Outstanding Paper Award12 citations
- Confidence Under the Hood: An Investigation into the Confidence-Probability Alignment in Large Language Models ↗Abhishek Kumar, Robert Morabito, Sanzhar Umbet et al. · Long Papers12 citations
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