Findings of the Association for Computational Linguistics 2024: all accepted papers
- Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications ↗Junlin Wang, Tianyi Yang, Roy Xie et al.6 citations
- Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding ↗Yanda Li, Dixuan Wang, Jiaqing Liang et al.6 citations
- Reinforcement Learning with Token-level Feedback for Controllable Text Generation ↗Wendi Li, Wei Wei, Kaihe Xu et al.6 citations
- SLIDE: A Framework Integrating Small and Large Language Models for Open-Domain Dialogues Evaluation ↗Kun Zhao, Bohao Yang, Chen Tang et al.6 citations
- Scented-EAE: Stage-Customized Entity Type Embedding for Event Argument Extraction ↗Yu Yang, Jinyu Guo, Kai Shuang et al.6 citations
- SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation ↗Minda Hu, Licheng Zong, Hongru Wang et al.6 citations
- SecureSQL: Evaluating Data Leakage of Large Language Models as Natural Language Interfaces to Databases ↗Yanqi Song, Ruiheng Liu, Shu Chen et al.6 citations
- Securing Multi-turn Conversational Language Models From Distributed Backdoor Attacks ↗Terry Tong, Qin Liu, Jiashu Xu et al.6 citations
- Selective “Selective Prediction”: Reducing Unnecessary Abstention in Vision-Language Reasoning ↗Tejas Srinivasan, Jack Hessel, Tanmay Gupta et al.6 citations
- Self-Adaptive Sampling for Accurate Video Question Answering on Image Text Models ↗Wei Han, Hui Chen, Min-Yen Kan et al.6 citations
- Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards ↗Hyeonbin Hwang, Doyoung Kim, Seungone Kim et al.6 citations
- Small Language Models Need Strong Verifiers to Self-Correct Reasoning ↗Yunxiang Zhang, Muhammad Khalifa, Lajanugen Logeswaran et al.6 citations
- Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism ↗Jiahao Liu, Qifan Wang, Jingang Wang et al.6 citations
- SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models ↗Raghuveer Peri, Sai Muralidhar Jayanthi, Srikanth Ronanki et al.6 citations
- StatBot.Swiss: Bilingual Open Data Exploration in Natural Language ↗Farhad Nooralahzadeh, Yi Zhang, Ellery Smith et al.6 citations
- Step-level Value Preference Optimization for Mathematical Reasoning ↗Guoxin Chen, Minpeng Liao, Chengxi Li et al.6 citations
- Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning ↗Shashank Sonkar, Naiming Liu, Richard Baraniuk6 citations
- Subtle Signatures, Strong Shields: Advancing Robust and Imperceptible Watermarking in Large Language Models ↗Yubing Ren, Ping Guo, Yanan Cao et al.6 citations
- SyntaxShap: Syntax-aware Explainability Method for Text Generation ↗Kenza Amara, Rita Sevastjanova, Mennatallah El-Assady6 citations
- T3M: Text Guided 3D Human Motion Synthesis from Speech ↗Wenshuo Peng, Kaipeng Zhang, Sai Qian Zhang6 citations
- TOOLVERIFIER: Generalization to New Tools via Self-Verification ↗Dheeraj Mekala, Jason E Weston, Jack Lanchantin et al.6 citations
- Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering ↗Xiang Li, Shizhu He, Fangyu Lei et al.6 citations
- The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ↗Wanli Yang, Fei Sun, Xinyu Ma et al.6 citations
- Thinking about how to extract: Energizing LLMs' emergence capabilities for document-level event argument extraction ↗Kai Shuang, Ji Zhou, Qiwei Wang et al.6 citations
- TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind ↗Guiyang Hou, Wenqi Zhang, Yongliang Shen et al.6 citations
- Tokenization Falling Short: On Subword Robustness in Large Language Models ↗Yekun Chai, Yewei Fang, Qiwei Peng et al.6 citations
- Towards More Robust NLP System Evaluation: Handling Missing Scores in Benchmarks ↗Anas Himmi, Ekhine Irurozki, Nathan Noiry et al.6 citations
- Unleashing the Power of LLMs in Court View Generation by Stimulating Internal Knowledge and Incorporating External Knowledge ↗Yifei Liu, Yiquan Wu, Ang Li et al.6 citations
- Unlocking Continual Learning Abilities in Language Models ↗Wenyu Du, Shuang Cheng, Tongxu Luo et al.6 citations
- Unsupervised Sign Language Translation and Generation ↗Zhengsheng Guo, Zhiwei He, Wenxiang Jiao et al.6 citations
- When Compression Meets Model Compression: Memory-Efficient Double Compression for Large Language Models ↗Weilan Wang, Yu Mao, Tang Dongdong et al.6 citations
- Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information ↗Yongheng Zhang, Qiguang Chen, Jingxuan Zhou et al.6 citations
- “What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs ↗Ran Zmigrod, Pranav Shetty, Mathieu Sibue et al.6 citations
- $R^3$-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL ↗Yuhang Zhou, Yu He, Siyu Tian et al.5 citations
- $\textttDARA$: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs ↗Haishuo Fang, Xiaodan Zhu, Iryna Gurevych5 citations
- A LLM-based Ranking Method for the Evaluation of Automatic Counter-Narrative Generation ↗Irune Zubiaga, Aitor Soroa, Rodrigo Agerri5 citations
- A Survey on Modelling Morality for Text Analysis ↗Ines Reinig, Maria Becker, Ines Rehbein et al.5 citations
- AFPQ: Asymmetric Floating Point Quantization for LLMs ↗Yijia Zhang, Sicheng Zhang, Shijie Cao et al.5 citations
- AXCEL: Automated eXplainable Consistency Evaluation using LLMs ↗P Aditya Sreekar, Sahil Verma, Suransh Chopra et al.5 citations
- Accurate and Nuanced Open-QA Evaluation Through Textual Entailment ↗Peiran Yao, Denilson Barbosa5 citations
- Activation Scaling for Steering and Interpreting Language Models ↗Niklas Stoehr, Kevin Du, Vésteinn Snæbjarnarson et al.5 citations
- Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts ↗Youna Kim, Hyuhng Joon Kim, Cheonbok Park et al.5 citations
- AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories ↗Yifan Song, Weimin Xiong, Xiutian Zhao et al.5 citations
- AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ↗Zehan Li, Fu Zhang, Jingwei Cheng5 citations
- An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ↗Chenlong Deng, Zhicheng Dou, Yujia Zhou et al.5 citations
- An LLM-Enabled Knowledge Elicitation and Retrieval Framework for Zero-Shot Cross-Lingual Stance Identification ↗Ruike Zhang, Yuan Tian, Penghui Wei et al.5 citations
- Are Large Language Models (LLMs) Good Social Predictors? ↗Kaiqi Yang, Hang Li, Hongzhi Wen et al.5 citations
- Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues ↗Yuncheng Hua, Lizhen Qu, Reza Haf5 citations
- Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering ↗Yuhang Tian, Dandan Song, Zhijing Wu et al.5 citations
- Automated Detection and Analysis of Data Practices Using A Real-World Corpus ↗Mukund Srinath, Pranav Venkit, Maria Badillo et al.5 citations
- BASES: Large-scale Web Search User Simulation with Large Language Model based Agents ↗Ruiyang Ren, Peng Qiu, Yingqi Qu et al.5 citations
- Balanced Data Sampling for Language Model Training with Clustering ↗Yunfan Shao, Linyang Li, Zhaoye Fei et al.5 citations
- Better Late Than Never: Model-Agnostic Hallucination Post-Processing Framework Towards Clinical Text Summarization ↗Songda Li, Yunqi Zhang, Chunyuan Deng et al.5 citations
- Beyond Surface Similarity: Detecting Subtle Semantic Shifts in Financial Narratives ↗Jiaxin Liu, Yi Yang, Kar Yan Tam5 citations
- Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence ↗Weixiang Zhao, Zhuojun Li, Shilong Wang et al.5 citations
- Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling ↗Yao-Ching Yu, Chun Chih Kuo, Ye Ziqi et al.5 citations
- Bridging Cultural Nuances in Dialogue Agents through Cultural Value SurveysYong Cao, Min Chen, Daniel Hershcovich5 citations · our summary
- Budget-Constrained Tool Learning with Planning ↗Yuanhang Zheng, Peng Li, Ming Yan et al.5 citations
- CEAMC: Corpus and Empirical Study of Argument Analysis in Education via LLMs ↗Yupei Ren, Hongyi Wu, Zhaoguang Long et al.5 citations
- CICLe: Conformal In-Context Learning for Largescale Multi-Class Food Risk Classification ↗Korbinian Randl, John Pavlopoulos, Aron Henriksson et al.5 citations
- CLEAR: Can Language Models Really Understand Causal Graphs? ↗Sirui Chen, Mengying Xu, Kun Wang et al.5 citations
- Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? ↗Marcio Fonseca, Shay B. Cohen5 citations
- Characterizing LLM Abstention Behavior in Science QA with Context Perturbations ↗Bingbing Wen, Bill Howe, Lucy Lu Wang5 citations
- Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks ↗Aditi Mishra, Sajjadur Rahman, Kushan Mitra et al.5 citations
- ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs ↗Preetam Prabhu Srikar Dammu, Himanshu Naidu, Mouly Dewan et al.5 citations
- Comprehensive Abstractive Comment Summarization with Dynamic Clustering and Chain of Thought ↗Longyin Zhang, Bowei Zou, Jacintha Yi et al.5 citations
- ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models ↗Yanan Wu, Jie Liu, Xingyuan Bu et al.5 citations
- Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue Systems ↗Clemencia Siro, Mohammad Aliannejadi, Maarten de Rijke5 citations
- Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs ↗Arijit Nag, Animesh Mukherjee, Niloy Ganguly et al.5 citations
- DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models ↗Sara Vera Marjanovic, Haeun Yu, Pepa Atanasova et al.5 citations
- Data Contamination Calibration for Black-box LLMs ↗Wentao Ye, Jiaqi Hu, Liyao Li et al.5 citations
- Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction ↗Sijia Wang, Lifu Huang5 citations
- Designing Informative Metrics for Few-Shot Example Selection ↗Rishabh Adiga, Lakshmi Subramanian, Varun Chandrasekaran5 citations
- Detection and Positive Reconstruction of Cognitive Distortion Sentences: Mandarin Dataset and Evaluation ↗Shuya Lin, Yuxiong Wang, Jonathan Dong et al.5 citations
- Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language ModelsYeeun Kim, Youngrok Choi, Eunkyung Choi et al.5 citations · our summary
- DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI ↗Jianguo Zhang, Kun Qian, Zhiwei Liu et al.5 citations
- Disentangling Dialect from Social Bias via Multitask Learning to Improve Fairness ↗Maximilian Spliethöver, Sai Nikhil Menon, Henning Wachsmuth5 citations
- DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations ↗Weihao Zeng, Dayuan Fu, Keqing He et al.5 citations
- Dual Process Masking for Dialogue Act Recognition ↗Yeo Jin Kim, Halim Acosta, Wookhee Min et al.5 citations
- EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records ↗Jaehee Ryu, Seonhee Cho, Gyubok Lee et al.5 citations
- EVIT: Event-Oriented Instruction Tuning for Event Reasoning ↗Zhengwei Tao, Xiancai Chen, Zhi Jin et al.5 citations
- Enhancing Emotion-Cause Pair Extraction in Conversations via Center Event Detection and Reasoning ↗Botao Wang, Keke Tang, Peican Zhu5 citations
- Enhancing Fine-Grained Image Classifications via Cascaded Vision Language Models ↗Canshi Wei5 citations
- Epistemology of Language Models: Do Language Models Have Holistic Knowledge? ↗Minsu Kim, James Thorne5 citations
- Ethos: Rectifying Language Models in Orthogonal Parameter Space ↗Lei Gao, Yue Niu, Tingting Tang et al.5 citations
- Evaluating the Validity of Word-level Adversarial Attacks with Large Language Models ↗Huichi Zhou, Zhaoyang Wang, Hongtao Wang et al.5 citations
- Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective on Molecule Graphs ↗Yinhan He, Zaiyi Zheng, Patrick Soga et al.5 citations
- Exploring Hint Generation Approaches for Open-Domain Question Answering ↗Jamshid Mozafari, Abdelrahman Abdallah, Bhawna Piryani et al.5 citations
- Exploring Quantization for Efficient Pre-Training of Transformer Language Models ↗Kamran Chitsaz, Quentin Fournier, Goncalo Mordido et al.5 citations
- Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation ↗Pablo Messina, Rene Vidal, Denis Parra et al.5 citations
- FactAlign: Long-form Factuality Alignment of Large Language Models ↗Chao-Wei Huang, Yun-Nung Chen5 citations
- Fair Federated Learning with Biased Vision-Language Models ↗Huimin Zeng, Zhenrui Yue, Yang Zhang et al.5 citations
- GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation ↗Yi Zong, Xipeng Qiu5 citations
- GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation ↗Mohsen Gholami, Mohammad Akbari, Tianxi Hu et al.5 citations
- HOTVCOM: Generating Buzzworthy Comments for Videos ↗Yuyan Chen, Songzhou Yan, Qingpei Guo et al.5 citations
- HealthAlignSumm : Utilizing Alignment for Multimodal Summarization of Code-Mixed Healthcare Dialogues ↗Akash Ghosh, Arkadeep Acharya, Sriparna Saha et al.5 citations
- Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain ↗Eugene Jang, Jian Cui, Dayeon Yim et al.5 citations
- Immunization against harmful fine-tuning attacks ↗Domenic Rosati, Jan Wehner, Kai Williams et al.5 citations
- Improving Factual Consistency of News Summarization by Contrastive Preference Optimization ↗Huawen Feng, Yan Fan, Xiong Liu et al.5 citations
- Improving In-Context Learning with Prediction Feedback for Sentiment Analysis ↗Hongling Xu, Qianlong Wang, Yice Zhang et al.5 citations
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