EMNLP 2024: all accepted papers
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- Connecting the Dots: Evaluating Abstract Reasoning Capabilities of LLMs Using the New York Times Connections Word Game ↗Prisha Samdarshi, Mariam Mustafa, Anushka Kulkarni et al.5 citations
- Data Contamination Can Cross Language Barriers ↗Feng Yao, Yufan Zhuang, Zihao Sun et al.5 citations
- DeMPT: Decoding-enhanced Multi-phase Prompt Tuning for Making LLMs Be Better Context-aware Translators ↗Xinglin Lyu, Junhui Li, Yanqing Zhao et al.5 citations
- Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models ↗Mehrdad Farahani, Richard Johansson5 citations
- DetoxLLM: A Framework for Detoxification with Explanations ↗Md Tawkat Islam Khondaker, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan5 citations
- Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP ↗Samyadeep Basu, Shell Xu Hu, Maziar Sanjabi et al.5 citations
- Diversity Over Size: On the Effect of Sample and Topic Sizes for Topic-Dependent Argument Mining Datasets ↗Benjamin Schiller, Johannes Daxenberger, Andreas Waldis et al.5 citations
- Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language Models ↗Wendi Cui, Zhuohang Li, Damien Lopez et al. · Industry Track5 citations
- DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding ↗Manan Suri, Puneet Mathur, Franck Dernoncourt et al.5 citations
- DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities ↗Thong Nguyen, Shubham Chatterjee, Sean MacAvaney et al.5 citations
- ECCO: Can We Improve Model-Generated Code Efficiency Without Sacrificing Functional Correctness? ↗Siddhant Waghjale, Vishruth Veerendranath, Zhiruo Wang et al.5 citations
- Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation ↗Anas Himmi, Guillaume Staerman, Marine Picot et al.5 citations
- Evaluating LLMs for Targeted Concept Simplification for Domain-Specific Texts ↗Sumit Asthana, Hannah Rashkin, Elizabeth Clark et al.5 citations
- Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments ↗Omar Sharif, Joseph Gatto, Madhusudan Basak et al.5 citations
- Filtered Direct Preference Optimization ↗Tetsuro Morimura, Mitsuki Sakamoto, Yuu Jinnai et al.5 citations
- Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? ↗Dawei Zhu, Pinzhen Chen, Miaoran Zhang et al.5 citations
- Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models ↗Ji Liu, Jiaxiang Ren, Ruoming Jin et al.5 citations
- Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-Context Models ↗Xinyu Liu, Runsong Zhao, Pengcheng Huang et al.5 citations
- From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning ↗Jihao Gu, Zelin Wang, Yibo Zhang et al.5 citations
- Generalizing Clinical De-identification Models by Privacy-safe Data Augmentation using GPT-4 ↗Woojin Kim, Sungeun Hahm, Jaejin Lee5 citations
- Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective ↗Zhaotian Weng, Zijun Gao, Jerone Andrews et al.5 citations
- Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation ↗Saiful Islam Salim, Rubin Yuchan Yang, Alexander Cooper et al.5 citations
- Instruction Fine-Tuning: Does Prompt Loss Matter? ↗Mathew Huerta-Enochian, Seung Yong Ko5 citations
- Integrating Plutchik's Theory with Mixture of Experts for Enhancing Emotion Classification ↗Dongjun Lim, Yun-Gyung Cheong5 citations
- Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups ↗Răzvan-Alexandru Smădu, David-Gabriel Ion, Dumitru-Clementin Cercel et al.5 citations
- Kandinsky 3: Text-to-Image Synthesis for Multifunctional Generative Framework ↗Vladimir Arkhipkin, Viacheslav Vasilev, Andrei Filatov et al. · System Demonstrations5 citations
- LLM-based Code-Switched Text Generation for Grammatical Error Correction ↗Tom Potter, Zheng Yuan5 citations
- Language, OCR, Form Independent (LOFI) pipeline for Industrial Document Information Extraction ↗Chang Oh Yoon, Wonbeen Lee, Seokhwan Jang et al. · Industry Track5 citations
- Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models ↗Zihan Wang, Deli Chen, Damai Dai et al.5 citations
- M3Hop-CoT: Misogynous Meme Identification with Multimodal Multi-hop Chain-of-Thought ↗Gitanjali Kumari, Kirtan Jain, Asif Ekbal5 citations
- MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations ↗Vishal Vivek Saley, Goonjan Saha, Rocktim Jyoti Das et al.5 citations
- Metrics for What, Metrics for Whom: Assessing Actionability of Bias Evaluation Metrics in NLP ↗Pieter Delobelle, Giuseppe Attanasio, Debora Nozza et al.5 citations
- MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction ↗Jun-Hyung Park, Yeachan Kim, Mingyu Lee et al.5 citations
- MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning ↗Shuo Yin, Weihao You, Zhilong Ji et al.5 citations
- Multi-Granularity History and Entity Similarity Learning for Temporal Knowledge Graph Reasoning ↗Shi Mingcong, Chunjiang Zhu, Detian Zhang et al.5 citations
- Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation ↗Juhwan Choi, JungMin Yun, Kyohoon Jin et al.5 citations
- Open-world Multi-label Text Classification with Extremely Weak Supervision ↗Xintong Li, Jinya Jiang, Ria Dharmani et al.5 citations
- OpenResearcher: Unleashing AI for Accelerated Scientific Research ↗Yuxiang Zheng, Shichao Sun, Lin Qiu et al. · System Demonstrations5 citations
- PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment ↗Jiahuan Li, Shujian Huang, Aarron Ching et al.5 citations
- PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling ↗Huachuan Qiu, Lizhi Ma, Zhenzhong Lan5 citations
- Reasoning Robustness of LLMs to Adversarial Typographical Errors ↗Esther Gan, Yiran Zhao, Liying Cheng et al.5 citations
- RepEval: Effective Text Evaluation with LLM Representation ↗Shuqian Sheng, Yi Xu, Tianhang Zhang et al.5 citations
- Revisiting Who's Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective ↗Yujian Liu, Yang Zhang, Tommi Jaakkola et al.5 citations
- SLM as Guardian: Pioneering AI Safety with Small Language Model ↗Ohjoon Kwon, Donghyeon Jeon, Nayoung Choi et al. · Industry Track5 citations
- Scaling Properties of Speech Language Models ↗Santiago Cuervo, Ricard Marxer5 citations
- Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models ↗Leonardo Ranaldi, Andre Freitas5 citations
- Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector ↗Xiaoxue Cheng, Junyi Li, Wayne Xin Zhao et al.5 citations
- SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model ↗Dayong Wu, Jiaqi Li, Baoxin Wang et al. · System Demonstrations5 citations
- Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation ↗Joseph Marvin Imperial, Gail Forey, Harish Tayyar Madabushi5 citations
- Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors ↗Nico Daheim, Jakub Macina, Manu Kapur et al.5 citations
- Structured Optimal Brain Pruning for Large Language Models ↗Jiateng Wei, Quan Lu, Ning Jiang et al.5 citations
- Taxonomy-guided Semantic Indexing for Academic Paper Search ↗SeongKu Kang, Yunyi Zhang, Pengcheng Jiang et al.5 citations
- Tell me what I need to know: Exploring LLM-based (Personalized) Abstractive Multi-Source Meeting Summarization ↗Frederic Kirstein, Terry Ruas, Robert Kratel et al. · Industry Track5 citations
- Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback ↗Fatemeh Pesaran Zadeh, Juyeon Kim, Jin-Hwa Kim et al.5 citations
- The Best Defense is Attack: Repairing Semantics in Textual Adversarial Examples ↗Heng Yang, Ke Li5 citations
- The Instinctive Bias: Spurious Images lead to Illusion in MLLMs ↗Tianyang Han, Qing Lian, Rui Pan et al.5 citations
- Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting ↗Stephen Meisenbacher, Florian Matthes5 citations
- Token Erasure as a Footprint of Implicit Vocabulary Items in LLMs ↗Sheridan Feucht, David Atkinson, Byron C Wallace et al.5 citations
- Unknown Claims: Generation of Fact-Checking Training Examples from Unstructured and Structured Data ↗Jean-Flavien Bussotti, Luca Ragazzi, Giacomo Frisoni et al.5 citations
- VGBench: Evaluating Large Language Models on Vector Graphics Understanding and Generation ↗Bocheng Zou, Mu Cai, Jianrui Zhang et al.5 citations
- Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models ↗Hongbang Yuan, Pengfei Cao, Zhuoran Jin et al.5 citations
- `Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviews ↗Sandeep Kumar, Mohit Sahu, Vardhan Gacche et al.5 citations
- “They are uncultured”: Unveiling Covert Harms and Social Threats in LLM Generated Conversations ↗Preetam Prabhu Srikar Dammu, Hayoung Jung, Anjali Singh et al.5 citations
- A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models ↗Houquan Zhou, Zhenghua Li, Bo Zhang et al.4 citations
- A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers ↗Valentin Barriere, Sebastian Cifuentes4 citations
- A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences ↗Leonardo Bertolazzi, Albert Gatt, Raffaella Bernardi4 citations
- Aligning Large Language Models with Diverse Political Viewpoints ↗Dominik Stammbach, Philine Widmer, Eunjung Cho et al.4 citations
- Altogether: Image Captioning via Re-aligning Alt-text ↗Hu Xu, Po-Yao Huang, Xiaoqing Tan et al.4 citations
- AmbigNLG: Addressing Task Ambiguity in Instruction for NLG ↗Ayana Niwa, Hayate Iso4 citations
- An Empirical Analysis of the Writing Styles of Persona-Assigned LLMs ↗Manuj Malik, Jing Jiang, Kian Ming A. Chai4 citations
- An Inversion Attack Against Obfuscated Embedding Matrix in Language Model Inference ↗Yu Lin, Qizhi Zhang, Quanwei Cai et al.4 citations
- Analyzing Key Factors Influencing Emotion Prediction Performance of VLLMs in Conversational Contexts ↗Jaewook Lee, Yeajin Jang, Hongjin Kim et al.4 citations
- AutoPersuade: A Framework for Evaluating and Explaining Persuasive Arguments ↗Till Raphael Saenger, Musashi Hinck, Justin Grimmer et al.4 citations
- Automatically Generated Definitions and their utility for Modeling Word Meaning ↗Francesco Periti, David Alfter, Nina Tahmasebi4 citations
- Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval ↗Zhirui Kuai, Zuxu Chen, Huimu Wang et al. · Industry Track4 citations
- C3PA: An Open Dataset of Expert-Annotated and Regulation-Aware Privacy Policies to Enable Scalable Regulatory Compliance Audits ↗Maaz Bin Musa, Steven M. Winston, Garrison Allen et al.4 citations
- CMD: a framework for Context-aware Model self-Detoxification ↗Zecheng Tang, Keyan Zhou, Juntao Li et al.4 citations
- Can Machine Unlearning Reduce Social Bias in Language Models? ↗Omkar Dige, Diljot Arneja, Tsz Fung Yau et al. · Industry Track4 citations
- Computational Meme Understanding: A Survey ↗Khoi P. N. Nguyen, Vincent Ng4 citations
- Concept-skill Transferability-based Data Selection for Large Vision-Language Models ↗Jaewoo Lee, Boyang Li, Sung Ju Hwang4 citations
- Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech ↗Guan-Ting Lin, Wei Ping Huang, Hung-yi Lee4 citations
- ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models ↗Ronak Pradeep, Daniel Lee, Ali Mousavi et al. · Industry Track4 citations
- CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation ↗Tong Chen, Akari Asai, Niloofar Mireshghallah et al.4 citations
- D3CODE: Disentangling Disagreements in Data across Cultures on Offensiveness Detection and Evaluation ↗Aida Davani, Mark Díaz, Dylan Baker et al.4 citations
- Deciphering Cognitive Distortions in Patient-Doctor Mental Health Conversations: A Multimodal LLM-Based Detection and Reasoning Framework ↗Gopendra Vikram Singh, Sai Vardhan Vemulapalli, Mauajama Firdaus et al.4 citations
- Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach ↗Yanchen Liu, Mingyu Derek Ma, Wenna Qin et al.4 citations
- Detecting Errors through Ensembling Prompts (DEEP): An End-to-End LLM Framework for Detecting Factual Errors ↗Alex Chandler, Devesh Surve, Hui Su4 citations
- Detecting Online Community Practices with Large Language Models: A Case Study of Pro-Ukrainian Publics on Twitter ↗Kateryna Kasianenko, Shima Khanehzar, Stephen Wan et al.4 citations
- Do LLMs Plan Like Human Writers? Comparing Journalist Coverage of Press Releases with LLMs ↗Alexander Spangher, Nanyun Peng, Sebastian Gehrmann et al. · 🏆 Outstanding Paper Award4 citations
- Do We Need Language-Specific Fact-Checking Models? The Case of Chinese ↗Caiqi Zhang, Zhijiang Guo, Andreas Vlachos4 citations
- DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models ↗Sungnyun Kim, Haofu Liao, Srikar Appalaraju et al.4 citations
- Does Large Language Model Contain Task-Specific Neurons? ↗Ran Song, Shizhu He, Shuting Jiang et al.4 citations
- Dynamic Multi-Reward Weighting for Multi-Style Controllable Generation ↗Karin De Langis, Ryan Koo, Dongyeop Kang4 citations
- DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG ↗Jinyoung Kim, Dayoon Ko, Gunhee Kim4 citations
- ECON: On the Detection and Resolution of Evidence Conflicts ↗Cheng Jiayang, Chunkit Chan, Qianqian Zhuang et al.4 citations
- Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards ↗Furkan Şahinuç, Thy Thy Tran, Yulia Grishina et al.4 citations
- EmoKnob: Enhance Voice Cloning with Fine-Grained Emotion Control ↗Haozhe Chen, Run Chen, Julia Hirschberg4 citations
- Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting ↗Chen Cai, Zheng Wang, Jianjun Gao et al.4 citations
- Encoding and Controlling Global Semantics for Long-form Video Question Answering ↗Thong Thanh Nguyen, Zhiyuan Hu, Xiaobao Wu et al.4 citations
- Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding ↗Xin Liu, Farima Fatahi Bayat, Lu Wang4 citations
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