EMNLP 2024: all accepted papers

1,447 papers · page 7 of 15 · the most cited first · ← EMNLP 2024

Enhancing Pre-Trained Generative Language Models with Question Attended Span Extraction on Machine Reading Comprehension ↗Lin Ai, Zheng Hui, Zizhou Liu et al.4 citations
Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization ↗Niyati Bafna, Kenton Murray, David Yarowsky4 citations
Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark ↗Elizabeth Fons, Rachneet Kaur, Soham Palande et al.4 citations
Event Causality Identification with Synthetic Control ↗Haoyu Wang, Fengze Liu, Jiayao Zhang et al.4 citations
FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping ↗Ajay Kumar Jaiswal, Bodun Hu, Lu Yin et al.4 citations
FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document ↗Joonho Yang, Seunghyun Yoon, ByeongJeong Kim et al.4 citations
Fine-Grained Detection of Solidarity for Women and Migrants in 155 Years of German Parliamentary Debates ↗Aida Kostikova, Benjamin Paassen, Dominik Beese et al.4 citations
FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension ↗Junzhuo Liu, Xuzheng Yang, Weiwei Li et al.4 citations
FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models ↗Zhuohao Yu, Chang Gao, Wenjin Yao et al. · System Demonstrations4 citations
From Descriptive Richness to Bias: Unveiling the Dark Side of Generative Image Caption Enrichment ↗Yusuke Hirota, Ryo Hachiuma, Chao-Han Huck Yang et al.4 citations
Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion ↗Kerem Zaman, Leshem Choshen, Shashank Srivastava4 citations
FuseGen: PLM Fusion for Data-generation based Zero-shot Learning ↗Tianyuan Zou, Yang Liu, Peng Li et al.4 citations
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data ↗Haoran Sun, Renren Jin, Shaoyang Xu et al. · Industry Track4 citations
Generative Subgraph Retrieval for Knowledge Graph–Grounded Dialog Generation ↗Jinyoung Park, Minseok Joo, Joo-Kyung Kim et al.4 citations
Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs ↗Chengyuan Liu, Shihang Wang, Lizhi Qing et al.4 citations
Granular Privacy Control for Geolocation with Vision Language Models ↗Ethan Mendes, Yang Chen, James Hays et al.4 citations
Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn Interaction ↗Jinchuan Zhang, Yan Zhou, Yaxin Liu et al.4 citations
Holistic Evaluation for Interleaved Text-and-Image Generation ↗Minqian Liu, Zhiyang Xu, Zihao Lin et al.4 citations
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction ↗Menglin Xia, Xuchao Zhang, Camille Couturier et al. · Industry Track4 citations
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing ↗Kang Chen, Qing Heng Zhang, Chengbao Lian et al. · Industry Track4 citations
Improving Zero-shot LLM Re-Ranker with Risk Minimization ↗Xiaowei Yuan, Zhao Yang, Yequan Wang et al.4 citations
In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search ↗Huihan Li, Yuting Ning, Zeyi Liao et al.4 citations
Interpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions ↗Clement Neo, Shay B. Cohen, Fazl Barez4 citations
Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models ↗Yufang Liu, Tao Ji, Changzhi Sun et al.4 citations
Jailbreaking LLMs with Arabic Transliteration and Arabizi ↗Mansour Al Ghanim, Saleh Almohaimeed, Mengxin Zheng et al.4 citations
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases ↗Jiajie Zhang, Shulin Cao, Linmei Hu et al.4 citations
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models ↗Yougang Lyu, Lingyong Yan, Shuaiqiang Wang et al.4 citations
Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization ↗Aseem Srivastava, Smriti Joshi, Tanmoy Chakraborty et al.4 citations
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server ↗Wenhao Wang, Xiaoyu Liang, Rui Ye et al.4 citations
LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives ↗Luísa Shimabucoro, Sebastian Ruder, Julia Kreutzer et al.4 citations
MASIVE: Open-Ended Affective State Identification in English and Spanish ↗Nicholas Deas, Elsbeth Turcan, Ivan Ernesto Perez Mejia et al.4 citations
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding ↗Baixuan Xu, Weiqi Wang, Haochen Shi et al.4 citations
MIPD: Exploring Manipulation and Intention In a Novel Corpus of Polish Disinformation ↗Arkadiusz Modzelewski, Giovanni Da San Martino, Pavel Savov et al.4 citations
MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Language ↗Shun Wang, Ge Zhang, Han Wu et al.4 citations
Major Entity Identification: A Generalizable Alternative to Coreference ResolutionKawshik Manikantan, Shubham Toshniwal, Makarand Tapaswi et al.4 citations · our summary
MisinfoEval: Generative AI in the Era of “Alternative Facts” ↗Saadia Gabriel, Liang Lyu, James Siderius et al.4 citations
Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction ↗Jun-Hyung Park, Hyuntae Park, Yeachan Kim et al. · Industry Track4 citations
Multi-Dialect Vietnamese: Task, Dataset, Baseline Models and Challenges ↗Nguyen Van Dinh, Thanh Chi Dang, Luan Thanh Nguyen et al.4 citations
On Training Data Influence of GPT Models ↗Yekun Chai, Qingyi Liu, Shuohuan Wang et al.4 citations
On the Fragility of Active Learners for Text Classification ↗Abhishek Ghose, Emma Thuong Nguyen4 citations
On the Role of Context in Reading Time Prediction ↗Andreas Opedal, Eleanor Chodroff, Ryan Cotterell et al.4 citations
One2Set + Large Language Model: Best Partners for Keyphrase Generation ↗Liangying Shao, Liang Zhang, Minlong Peng et al.4 citations
OpenOmni: A Collaborative Open Source Tool for Building Future-Ready Multimodal Conversational Agents ↗Qiang Sun, Yuanyi Luo, Sirui Li et al. · System Demonstrations · 🏆 Best Demo Paper Award4 citations
Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models ↗Rui Li, Qi Liu, Liyang He et al.4 citations
Order of Magnitude Speedups for LLM Membership Inference ↗Rongting Zhang, Martin Andres Bertran, Aaron Roth4 citations
Overcome Noise and Bias: Segmentation-Aided Multi-Granularity Denoising and Debiasing for Enhanced Quarduples Extraction in Dialogue ↗Xianlong Luo, Meng Yang, Yihao Wang4 citations
PairDistill: Pairwise Relevance Distillation for Dense Retrieval ↗Chao-Wei Huang, Yun-Nung Chen4 citations
Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification ↗Pritish Sahu, Karan Sikka, Ajay Divakaran4 citations
Prove Your Point!: Bringing Proof-Enhancement Principles to Argumentative Essay Generation ↗Ruiyu Xiao, Lei Wu, Yuhang Gou et al.4 citations
QuBE: Question-based Belief Enhancement for Agentic LLM Reasoning ↗Minsoo Kim, Jongyoon Kim, Jihyuk Kim et al.4 citations
Quantum Recurrent Architectures for Text Classification ↗Wenduan Xu, Stephen Clark, Douglas Brown et al.4 citations
RESTful-Llama: Connecting User Queries to RESTful APIs ↗Han Xu, Ruining Zhao, Jindong Wang et al. · Industry Track4 citations
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation FrameworkYifan Wang, Vera Demberg4 citations · our summary
Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing ↗Akshat Gupta, Sidharth Baskaran, Gopala Anumanchipalli4 citations
Retrieved Sequence Augmentation for Protein Representation Learning ↗Chang Ma, Haiteng Zhao, Lin Zheng et al.4 citations
SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models ↗Jinghan He, Haiyun Guo, Kuan Zhu et al.4 citations
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories ↗Ben Bogin, Kejuan Yang, Shashank Gupta et al. · 🏆 Outstanding Paper Award4 citations
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization ↗Lei Xu, Mohammed Asad Karim, Saket Dingliwal et al. · Industry Track4 citations
ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiency ↗Yuhang Yao, Han Jin, Alay Dilipbhai Shah et al. · Industry Track4 citations
Sequential LLM Framework for Fashion Recommendation ↗Han Liu, Xianfeng Tang, Tianlang Chen et al. · Industry Track4 citations
Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling ↗Georgios Pantazopoulos, Malvina Nikandrou, Alessandro Suglia et al.4 citations
Statistical Uncertainty in Word Embeddings: GloVe-V ↗Andrea Vallebueno, Cassandra Handan-Nader, Christopher D Manning et al.4 citations
Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis ↗Amey Hengle, Atharva Kulkarni, Shantanu Deepak Patankar et al.4 citations
Story Morals: Surfacing value-driven narrative schemas using large language models ↗David G Hobson, Haiqi Zhou, Derek Ruths et al.4 citations
StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style ElementsJillian Fisher, Skyler Hallinan, Ximing Lu et al.4 citations · our summary
TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning ↗Kate Sanders, Nathaniel Weir, Benjamin Van Durme4 citations
Teaching LLMs to Abstain across Languages via Multilingual Feedback ↗Shangbin Feng, Weijia Shi, Yike Wang et al.4 citations
TelBench: A Benchmark for Evaluating Telco-Specific Large Language Models ↗Sunwoo Lee, Dhammiko Arya, Seung-Mo Cho et al. · Industry Track4 citations
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm ↗Aakanksha, Arash Ahmadian, Beyza Ermis et al.4 citations
The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning ↗Shaobo Cui, Zhijing Jin, Bernhard Schölkopf et al.4 citations
Themis: A Reference-free NLG Evaluation Language Model with Flexibility and Interpretability ↗Xinyu Hu, Li Lin, Mingqi Gao et al.4 citations
Topic-Oriented Open Relation Extraction with A Priori Seed Generation ↗Linyi Ding, Jinfeng Xiao, Sizhe Zhou et al.4 citations
Towards a Similarity-adjusted Surprisal Theory ↗Clara Meister, Mario Giulianelli, Tiago Pimentel4 citations
Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators through a User-Centric Method ↗Yang Trista Cao, Lovely-Frances Domingo, Sarah Gilbert et al.4 citations
VIVA: A Benchmark for Vision-Grounded Decision-Making with Human Values ↗Zhe Hu, Yixiao Ren, Jing Li et al.4 citations
WPO: Enhancing RLHF with Weighted Preference Optimization ↗Wenxuan Zhou, Ravi Agrawal, Shujian Zhang et al.4 citations
Waterfall: Scalable Framework for Robust Text Watermarking and Provenance for LLMs ↗Gregory Kang Ruey Lau, Xinyuan Niu, Hieu Dao et al.4 citations
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning ↗Akshay Paruchuri, Jake Garrison, Shun Liao et al.4 citations
Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models ↗Zara Siddique, Liam Turner, Luis Espinosa-Anke4 citations
Why Does New Knowledge Create Messy Ripple Effects in LLMs? ↗Jiaxin Qin, Zixuan Zhang, Chi Han et al.4 citations
Working Memory Identifies Reasoning Limits in Language Models ↗Chunhui Zhang, Yiren Jian, Zhongyu Ouyang et al.4 citations
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding ↗Xiaoyu Dong, Yujie Feng, Zexin Lu et al.4 citations
“In-Dialogues We Learn”: Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning ↗Chuanqi Cheng, Quan Tu, Wei Wu et al.4 citations
A Bayesian Approach to Harnessing the Power of LLMs in Authorship Attribution ↗Zhengmian Hu, Tong Zheng, Heng Huang3 citations
A Fast and Sound Tagging Method for Discontinuous Named-Entity Recognition ↗Caio Corro3 citations
A Hassle-free Algorithm for Strong Differential Privacy in Federated Learning Systems ↗Hugh Brendan McMahan, Zheng Xu, Yanxiang Zhang · Industry Track3 citations
A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning ↗Zhongwu Chen, Long Bai, Zixuan Li et al.3 citations
A SMART Mnemonic Sounds like “Glue Tonic”: Mixing LLMs with Student Feedback to Make Mnemonic Learning Stick ↗Nishant Balepur, Matthew Shu, Alexander Hoyle et al.3 citations
A Survey of Ontology Expansion for Conversational Understanding ↗Jinggui Liang, Yuxia Wu, Yuan Fang et al.3 citations
A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks ↗Tianyi Zhang, Atta Norouzian, Aanchan Mohan et al. · Industry Track3 citations
ARM: An Alignment-and-Replacement Module for Chinese Spelling Check Based on LLMs ↗Changchun Liu, Kai Zhang, Junzhe Jiang et al.3 citations
Adaption-of-Thought: Learning Question Difficulty Improves Large Language Models for Reasoning ↗Mayi Xu, Yongqi Li, Ke Sun et al.3 citations
An LLM Feature-based Framework for Dialogue Constructiveness Assessment ↗Lexin Zhou, Youmna Farag, Andreas Vlachos3 citations
Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation? ↗Wataru Hashimoto, Hidetaka Kamigaito, Taro Watanabe3 citations
Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions ↗Qian Ruan, Ilia Kuznetsov, Iryna Gurevych3 citations
Arxiv Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance ↗Guanyu Lin, Tao Feng, Pengrui Han et al. · System Demonstrations3 citations
Assessing “Implicit” Retrieval Robustness of Large Language Models ↗Xiaoyu Shen, Rexhina Blloshmi, Dawei Zhu et al.3 citations
AudioVSR: Enhancing Video Speech Recognition with Audio Data ↗Xiaoda Yang, Xize Cheng, Jiaqi Duan et al.3 citations
BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis ↗Shuhang Lin, Wenyue Hua, Lingyao Li et al. · System Demonstrations3 citations
Be Helpful but Don't Talk too Much - Enhancing Helpfulness in Conversations through Relevance in Multi-Turn Emotional Support ↗Junlin Li, Bo Peng, Yu-Yin Hsu et al.3 citations

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📰 EMNLP 2024: all accepted papers

EMNLP 2024: all accepted papers