ACL 2024: all accepted papers
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- Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation ↗Jan Cegin, Branislav Pecher, Jakub Simko et al. · Long Papers8 citations
- Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages ↗Yuanchi Zhang, Yile Wang, Zijun Liu et al. · Long Papers8 citations
- Explore Spurious Correlations at the Concept Level in Language Models for Text Classification ↗Yuhang Zhou, Paiheng Xu, Xiaoyu Liu et al. · Long Papers8 citations
- Fine-Tuning ASR models for Very Low-Resource Languages: A Study on Mvskoke ↗Julia Mainzinger, Gina-Anne Levow · Student Research Workshop8 citations
- INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning ↗Yutao Zhu, Peitian Zhang, Chenghao Zhang et al. · Long Papers8 citations
- Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval ↗Peter Baile Chen, Yi Zhang, Dan Roth · Long Papers8 citations
- Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models ↗Junhao Zheng, Shengjie Qiu, Qianli Ma · Long Papers8 citations
- Learning or Self-aligning? Rethinking Instruction Fine-tuning ↗Mengjie Ren, Boxi Cao, Hongyu Lin et al. · Long Papers8 citations
- Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models ↗Longze Chen, Ziqiang Liu, Wanwei He et al. · Long Papers8 citations
- M$^3$AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset ↗Zhe Chen, Heyang Liu, Wenyi Yu et al. · Long Papers8 citations
- Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers ↗Gal Yona, Roee Aharoni, Mor Geva · Long Papers8 citations
- On the Multi-turn Instruction Following for Conversational Web Agents ↗Yang Deng, Xuan Zhang, Wenxuan Zhang et al. · Long Papers8 citations
- On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models ↗Dongyang Li, Junbing Yan, Taolin Zhang et al. · Short Papers8 citations
- Order-Agnostic Data Augmentation for Few-Shot Named Entity Recognition ↗Huiming Wang, Liying Cheng, Wenxuan Zhang et al. · Long Papers8 citations
- Prompt Expansion for Adaptive Text-to-Image Generation ↗Siddhartha Datta, Alexander Ku, Deepak Ramachandran et al. · Long Papers8 citations
- QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ↗Xiang Huang, Sitao Cheng, Shanshan Huang et al. · Long Papers8 citations
- Revisiting Knowledge Distillation for Autoregressive Language Models ↗Qihuang Zhong, Liang Ding, Li Shen et al. · Long Papers8 citations
- SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark ↗Zhenwen Liang, Kehan Guo, Gang Liu et al. · Short Papers8 citations
- Soft Self-Consistency Improves Language Models Agents ↗Han Wang, Archiki Prasad, Elias Stengel-Eskin et al. · Short Papers8 citations
- Stealthy Attack on Large Language Model based Recommendation ↗Jinghao Zhang, Yuting Liu, Qiang Liu et al. · Long Papers8 citations
- Striking Gold in Advertising: Standardization and Exploration of Ad Text Generation ↗Masato Mita, Soichiro Murakami, Akihiko Kato et al. · Long Papers8 citations
- Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ↗Yichen Wang, Shangbin Feng, Abe Hou et al. · Long Papers8 citations
- SymKGQA: Few-Shot Knowledge Graph Question Answering via Symbolic Program Generation and Execution ↗Prerna Agarwal, Nishant Kumar, Srikanta Bedathur · Long Papers8 citations
- TaPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Reasoning ↗Yilun Zhao, Lyuhao Chen, Arman Cohan et al. · Long Papers8 citations
- To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering ↗Giacomo Frisoni, Alessio Cocchieri, Alex Presepi et al. · Long Papers8 citations
- ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages ↗Junjie Ye, Sixian Li, Guanyu Li et al. · Long Papers8 citations
- Training Language Models to Generate Text with Citations via Fine-grained Rewards ↗Chengyu Huang, Zeqiu Wu, Yushi Hu et al. · Long Papers8 citations
- Tree-of-Counterfactual Prompting for Zero-Shot Stance Detection ↗Maxwell Weinzierl, Sanda Harabagiu · Long Papers8 citations
- Understanding Retrieval Robustness for Retrieval-augmented Image Captioning ↗Wenyan Li, Jiaang Li, Rita Ramos et al. · Long Papers8 citations
- UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages ↗Trinh Pham, Khoi Le, Anh Tuan Luu · Long Papers8 citations
- Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ↗Xiaochen Wang, Junyu Luo, Jiaqi Wang et al. · Long Papers8 citations
- Using Natural Language Explanations to Improve Robustness of In-context Learning ↗Xuanli He, Yuxiang Wu, Oana-Maria Camburu et al. · Long Papers8 citations
- What Evidence Do Language Models Find Convincing? ↗Alexander Wan, Eric Wallace, Dan Klein · Long Papers8 citations
- Aligning Large Language Models with Human Preferences through Representation Engineering ↗Wenhao Liu, Xiaohua Wang, Muling Wu et al. · Long Papers7 citations
- Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective RewardsHaoxiang Wang, Yong Lin, Wei Xiong et al. · Long Papers7 citations · our summary
- BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering ↗Zheng Chu, Jingchang Chen, Qianglong Chen et al. · Long Papers7 citations
- BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction ↗Yinhao Bai, Yalan Xie, Xiaoyi Liu et al. · Long Papers7 citations
- Bypassing LLM Watermarks with Color-Aware Substitutions ↗Qilong Wu, Varun Chandrasekaran · Long Papers7 citations
- Calibrating Large Language Models Using Their Generations Only ↗Dennis Ulmer, Martin Gubri, Hwaran Lee et al. · Long Papers7 citations
- Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages ↗Samuel Cahyawijaya, Holy Lovenia, Fajri Koto et al. · Long Papers7 citations
- Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers ↗Jiawen Xie, Pengyu Cheng, Xiao Liang et al. · Long Papers7 citations
- Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation ↗Yunlong Liang, Fandong Meng, Jiaan Wang et al. · Long Papers7 citations
- EFSA: Towards Event-Level Financial Sentiment Analysis ↗Tianyu Chen, Yiming Zhang, Guoxin Yu et al. · Long Papers7 citations
- Efficient OCR for Building a Diverse Digital History ↗Jacob Carlson, Tom Bryan, Melissa Dell · Long Papers7 citations
- Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models ↗Zachary Horvitz, Jingru Chen, Rahul Aditya et al. · Short Papers · 🏆 Outstanding Paper Award7 citations
- Grounding Language Model with Chunking-Free In-Context Retrieval ↗Hongjin Qian, Zheng Liu, Kelong Mao et al. · Long Papers7 citations
- Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models ↗Weihong Zhong, Xiaocheng Feng, Liang Zhao et al. · Long Papers7 citations
- Jailbreak Open-Sourced Large Language Models via Enforced Decoding ↗Hangfan Zhang, Zhimeng Guo, Huaisheng Zhu et al. · Long Papers7 citations
- LLM Knows Body Language, Too: Translating Speech Voices into Human Gestures ↗Chenghao Xu, Guangtao Lyu, Jiexi Yan et al. · Long Papers7 citations
- Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks ↗Anwoy Chatterjee, Eshaan Tanwar, Subhabrata Dutta et al. · Long Papers7 citations
- Latxa: An Open Language Model and Evaluation Suite for Basque ↗Julen Etxaniz, Oscar Sainz, Naiara Perez et al. · Long Papers · 🏆 Best Resource Paper Award7 citations
- Layer-Condensed KV Cache for Efficient Inference of Large Language Models ↗Haoyi Wu, Kewei Tu · Long Papers7 citations
- Learning to Plan and Generate Text with Citations ↗Constanza Fierro, Reinald Kim Amplayo, Fantine Huot et al. · Long Papers7 citations
- LinguaLinked: Distributed Large Language Model Inference on Mobile Devices ↗Junchen Zhao, Yurun Song, Simeng Liu et al. · System Demonstrations7 citations
- LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks ↗Hanqing Wang, Bowen Ping, Shuo Wang et al. · Long Papers7 citations
- MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization ↗Shuaijie She, Wei Zou, Shujian Huang et al. · Long Papers7 citations
- MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter ↗Jitai Hao, Weiwei Sun, Xin Xin et al. · Long Papers7 citations
- MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception ↗Yuhao Wang, Yusheng Liao, Heyang Liu et al. · Long Papers7 citations
- Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models ↗Changjiang Gao, Jixing Li, Jiajun Chen et al. · Long Papers7 citations
- MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering ↗Xiusi Chen, Jyun-Yu Jiang, Wei-Cheng Chang et al. · Long Papers7 citations
- Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ↗Hanqi Yan, Qinglin Zhu, Xinyu Wang et al. · Long Papers7 citations
- Mitigating Biases for Instruction-following Language Models via Bias Neurons Elimination ↗Nakyeong Yang, Taegwan Kang, Stanley Jungkyu Choi et al. · Long Papers7 citations
- Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation ↗Jiachen Zhao, Wenlong Zhao, Andrew Drozdov et al. · Long Papers7 citations
- Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional Training ↗Junqing He, Kunhao Pan, Xiaoqun Dong et al. · Long Papers7 citations
- NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism ↗Miao Li, Ming-Bin Chen, Bo Tang et al. · Long Papers7 citations
- OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following ↗Haochen Shi, Zhiyuan Sun, Xingdi Yuan et al. · Long Papers7 citations
- PRP-Graph: Pairwise Ranking Prompting to LLMs with Graph Aggregation for Effective Text Re-ranking ↗Jian Luo, Xuanang Chen, Ben He et al. · Long Papers7 citations
- PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails ↗Neal Mangaokar, Ashish Hooda, Jihye Choi et al. · Long Papers7 citations
- Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning ↗Tianduo Wang, Shichen Li, Wei Lu · Long Papers7 citations
- StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion ↗Zhichao Wang, Yuanzhe Chen, Xinsheng Wang et al. · Long Papers7 citations
- Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction ↗Haoqiu Yan, Yongxin Zhu, Kai Zheng et al. · Long Papers7 citations
- TasTe: Teaching Large Language Models to Translate through Self-Reflection ↗Yutong Wang, Jiali Zeng, Xuebo Liu et al. · Long Papers7 citations
- Temperature-scaling surprisal estimates improve fit to human reading times – but does it do so for the “right reasons”? ↗Tong Liu, Iza Škrjanec, Vera Demberg · Long Papers7 citations
- Text-to-Song: Towards Controllable Music Generation Incorporating Vocal and Accompaniment ↗Zhiqing Hong, Rongjie Huang, Xize Cheng et al. · Long Papers7 citations
- Through the MUD: A Multi-Defendant Charge Prediction Benchmark with Linked Crime Elements ↗Xiao Wei, Qi Xu, Hang Yu et al. · Long Papers7 citations
- Towards Artwork Explanation in Large-scale Vision Language Models ↗Kazuki Hayashi, Yusuke Sakai, Hidetaka Kamigaito et al. · Short Papers7 citations
- Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ↗Elan Markowitz, Anil Ramakrishna, Jwala Dhamala et al. · Long Papers7 citations
- UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion ↗Wei Li, Xue Xu, Jiachen Liu et al. · Long Papers7 citations
- Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark ↗Niklas Wretblad, Fredrik Riseby, Rahul Biswas et al. · Short Papers7 citations
- Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances ↗Hanlei Zhang, Hua Xu, Fei Long et al. · Long Papers7 citations
- VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models ↗Seoyeon Kim, Kwangwook Seo, Hyungjoo Chae et al. · Long Papers7 citations
- VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model ↗Tianyu Chen, Lin Li, Liuchuan Zhu et al. · Long Papers7 citations
- Vulnerabilities of Large Language Models to Adversarial Attacks ↗Yu Fu, Erfan Shayegan, Md. Mamun Al Abdullah et al. · Tutorial Abstracts7 citations
- What is the Best Way for ChatGPT to Translate Poetry? ↗Shanshan Wang, Derek Wong, Jingming Yao et al. · Long Papers7 citations
- When Good and Reproducible Results are a Giant with Feet of Clay: The Importance of Software Quality in NLP ↗Sara Papi, Marco Gaido, Andrea Pilzer et al. · Long Papers7 citations
- When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models ↗Jiaxin Wang, Lingling Zhang, Wee Sun Lee et al. · Long Papers7 citations
- Your Transformer is Secretly Linear ↗Anton Razzhigaev, Matvey Mikhalchuk, Elizaveta Goncharova et al. · Long Papers7 citations
- A Multidimensional Framework for Evaluating Lexical Semantic Change with Social Science Applications ↗Naomi Baes, Nick Haslam, Ekaterina Vylomova · Long Papers6 citations
- A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation ↗Zhengrui Ma, Qingkai Fang, Shaolei Zhang et al. · Long Papers6 citations
- A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation ↗Kai Chen, Ye Wang, Yitong Li et al. · Long Papers6 citations
- API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs ↗Kinjal Basu, Ibrahim Abdelaziz, Subhajit Chaudhury et al. · Long Papers6 citations
- Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation ↗Jiaxin Bai, Yicheng Wang, Tianshi Zheng et al. · Long Papers6 citations
- Advancing Parameter Efficiency in Fine-tuning via Representation Editing ↗Muling Wu, Wenhao Liu, Xiaohua Wang et al. · Long Papers6 citations
- Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation ↗Xunjian Yin, Xu Zhang, Jie Ruan et al. · Long Papers6 citations
- CaMML: Context-Aware Multimodal Learner for Large Models ↗Yixin Chen, Shuai Zhang, Boran Han et al. · Long Papers · 🏆 SAC Award: Multimodality and Language Grounding to Vision, Robotics and Beyond6 citations
- Context-aware Difference Distilling for Multi-change Captioning ↗Yunbin Tu, Liang Li, Li Su et al. · Long Papers6 citations
- Diffusion Lens: Interpreting Text Encoders in Text-to-Image Pipelines ↗Michael Toker, Hadas Orgad, Mor Ventura et al. · Long Papers6 citations
- Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation ↗Aiwei Liu, Haoping Bai, Zhiyun Lu et al. · Long Papers6 citations
- ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice ↗Yutong Hu, Kangcheng Luo, Yansong Feng · System Demonstrations6 citations
- Enhancing In-Context Learning via Implicit Demonstration Augmentation ↗Xiaoling Zhou, Wei Ye, Yidong Wang et al. · Long Papers6 citations
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