EMNLP 2024: all accepted papers

1,447 papers · page 5 of 15 · the most cited first · ← EMNLP 2024

Re-Evaluating Evaluation for Multilingual Summarization ↗Jessica Zosa Forde, Ruochen Zhang, Lintang Sutawika et al.7 citations
SLANG: New Concept Comprehension of Large Language Models ↗Lingrui Mei, Shenghua Liu, Yiwei Wang et al.7 citations
Scaling Laws Across Model Architectures: A Comparative Analysis of Dense and MoE Models in Large Language Models ↗Siqi Wang, Zhengyu Chen, Bei Li et al.7 citations
StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children's Story-Based Learning ↗Jiaju Chen, Yuxuan Lu, Shao Zhang et al.7 citations
SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation ↗Abhishek Divekar, Greg Durrett7 citations
TCSinger: Zero-Shot Singing Voice Synthesis with Style Transfer and Multi-Level Style Control ↗Yu Zhang, Ziyue Jiang, Ruiqi Li et al.7 citations
The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural Perspective ↗Yihan Ma, Xinyue Shen, Yixin Wu et al.7 citations
The Generation Gap: Exploring Age Bias in the Value Systems of Large Language Models ↗Siyang Liu, Trisha Maturi, Bowen Yi et al.7 citations
ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback ↗Qinzhuo Wu, Wei Liu, Jian Luan et al.7 citations
Tools Fail: Detecting Silent Errors in Faulty Tools ↗Jimin Sun, So Yeon Min, Yingshan Chang et al.7 citations
Towards Tool Use Alignment of Large Language Models ↗Zhi-Yuan Chen, Shiqi Shen, Guangyao Shen et al.7 citations
TransAgents: Build Your Translation Company with Language Agents ↗Minghao Wu, Jiahao Xu, Longyue Wang · System Demonstrations7 citations
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models ↗Yuko Nakagi, Takuya Matsuyama, Naoko Koide-Majima et al.7 citations
WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models ↗Prannaya Gupta, Le Qi Yau, Hao Han Low et al. · System Demonstrations7 citations
Where Am I From? Identifying Origin of LLM-generated Content ↗Liying Li, Yihan Bai, Minhao Cheng7 citations
“Image, Tell me your story!” Predicting the original meta-context of visual misinformation ↗Jonathan Tonglet, Marie-Francine Moens, Iryna Gurevych7 citations
A Simple and Effective $L_2$ Norm-Based Strategy for KV Cache Compression ↗Alessio Devoto, Yu Zhao, Simone Scardapane et al.6 citations
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models ↗Hongfu Liu, Yuxi Xie, Ye Wang et al.6 citations
African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object Classification ↗Gregor Geigle, Radu Timofte, Goran Glavaš6 citations
AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality ↗Peijun Qing, Chongyang Gao, Yefan Zhou et al.6 citations
Annotator-Centric Active Learning for Subjective NLP Tasks ↗Michiel van der Meer, Neele Falk, Pradeep K. Murukannaiah et al.6 citations
ApiQ: Finetuning of 2-Bit Quantized Large Language Model ↗Baohao Liao, Christian Herold, Shahram Khadivi et al.6 citations
Applying Contrastive Learning to Code Vulnerability Type Classification ↗Chen Ji, Su Yang, Hongyu Sun et al.6 citations
ArMeme: Propagandistic Content in Arabic Memes ↗Firoj Alam, Abul Hasnat, Fatema Ahmad et al.6 citations
Beyond Correlation: Interpretable Evaluation of Machine Translation MetricsStefano Perrella, Lorenzo Proietti, Pere-Lluís Huguet Cabot et al.6 citations · our summary
Bridging Cultures in the Kitchen: A Framework and Benchmark for Cross-Cultural Recipe RetrievalTianyi Hu, Maria Maistro, Daniel Hershcovich6 citations · our summary
Bridging Local Details and Global Context in Text-Attributed Graphs ↗Yaoke Wang, Yun Zhu, Wenqiao Zhang et al.6 citations
CUTE: Measuring LLMs' Understanding of Their Tokens ↗Lukas Edman, Helmut Schmid, Alexander Fraser6 citations
CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research ↗Sian-Yao Huang, Cheng-Lin Yang, Che-Yu Lin et al.6 citations
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs ↗Haritz Puerto, Martin Tutek, Somak Aditya et al.6 citations
Detection and Measurement of Syntactic Templates in Generated Text ↗Chantal Shaib, Yanai Elazar, Junyi Jessy Li et al.6 citations
Divide and Conquer Radiology Report Generation via Observation Level Fine-grained Pretraining and Prompt Tuning ↗Yuanpin Zhou, Huogen Wang6 citations
Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models ↗Yu Yuan, Lili Zhao, Kai Zhang et al.6 citations
DocCGen: Document-based Controlled Code Generation ↗Sameer Pimparkhede, Mehant Kammakomati, Srikanth G. Tamilselvam et al.6 citations
EPO: Hierarchical LLM Agents with Environment Preference Optimization ↗Qi Zhao, Haotian Fu, Chen Sun et al.6 citations
ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers ↗Yuzhe Gu, Enmao Diao6 citations
Efficient LLM Comparative Assessment: A Product of Experts Framework for Pairwise Comparisons ↗Adian Liusie, Vatsal Raina, Yassir Fathullah et al.6 citations
Encoding Spreadsheets for Large Language Models ↗Haoyu Dong, Jianbo Zhao, Yuzhang Tian et al.6 citations
Enhancing Data Quality through Simple De-duplication: Navigating Responsible Computational Social Science Research ↗Yida Mu, Mali Jin, Xingyi Song et al.6 citations
FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture ↗Wenyan Li, Crystina Zhang, Jiaang Li et al.6 citations
From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models ↗Mehar Bhatia, Sahithya Ravi, Aditya Chinchure et al.6 citations
GPT-4 Jailbreaks Itself with Near-Perfect Success Using Self-Explanation ↗Govind Ramesh, Yao Dou, Wei Xu6 citations
Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries ↗Eden Biran, Daniela Gottesman, Sohee Yang et al.6 citations
How Susceptible are Large Language Models to Ideological Manipulation? ↗Kai Chen, Zihao He, Jun Yan et al.6 citations
IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot Captioning ↗Soeun Lee, Si-Woo Kim, Taewhan Kim et al.6 citations
Improve Student's Reasoning Generalizability through Cascading Decomposed CoTs Distillation ↗Chengwei Dai, Kun Li, Wei Zhou et al.6 citations
Information Flow Routes: Automatically Interpreting Language Models at Scale ↗Javier Ferrando, Elena Voita6 citations
Intelligent Predictive Maintenance RAG framework for Power Plants: Enhancing QA with StyleDFS and Domain Specific Instruction Tuning ↗Seongtae Hong, Joong Min Shin, Jaehyung Seo et al. · Industry Track6 citations
Joint Pre-Encoding Representation and Structure Embedding for Efficient and Low-Resource Knowledge Graph Completion ↗Chenyu Qiu, Pengjiang Qian, Chuang Wang et al.6 citations
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification ↗Junhua Liu, Tan Yong Keat, Bin Fu et al. · Industry Track6 citations
LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit ↗Ruihao Gong, Yang Yong, Shiqiao Gu et al. · Industry Track6 citations
LLMEdgeRefine: Enhancing Text Clustering with LLM-Based Boundary Point Refinement ↗Zijin Feng, Luyang Lin, Lingzhi Wang et al.6 citations
Learning to Extract Structured Entities Using Language Models ↗Haolun Wu, Ye Yuan, Liana Mikaelyan et al.6 citations
MirrorStories: Reflecting Diversity through Personalized Narrative Generation with Large Language Models ↗Sarfaroz Yunusov, Hamza Sidat, Ali Emami6 citations
Mitigating Open-Vocabulary Caption Hallucinations ↗Assaf Ben-Kish, Moran Yanuka, Morris Alper et al.6 citations
No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 Languages ↗Youssef Mohamed, Runjia Li, Ibrahim Said Ahmad et al.6 citations
Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding ↗Weilin Zhao, Yuxiang Huang, Xu Han et al.6 citations
PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL ↗Ruilin Luo, Liyuan Wang, Binghuai Lin et al.6 citations
Patentformer: A Novel Method to Automate the Generation of Patent Applications ↗Juanyan Wang, Sai Krishna Reddy Mudhiganti, Manali Sharma · Industry Track6 citations
PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization Evaluation ↗Christoph Leiter, Steffen Eger6 citations
Preserving Generalization of Language models in Few-shot Continual Relation Extraction ↗Quyen Tran, Nguyen Xuan Thanh, Nguyen Hoang Anh et al.6 citations
Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality ↗Youngtaek Oh, Jae Won Cho, Dong-Jin Kim et al.6 citations
Prompt-Tuned Muti-Task Taxonomic Transformer (PTMTTaxoFormer) ↗Rajashekar Vasantha, Nhan Nguyen, Yue Zhang · Industry Track6 citations
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs ↗John Dang, Arash Ahmadian, Kelly Marchisio et al.6 citations
Re-ReST: Reflection-Reinforced Self-Training for Language Agents ↗Zi-Yi Dou, Cheng-Fu Yang, Xueqing Wu et al.6 citations
Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models ↗Yuan-Hong Liao, Rafid Mahmood, Sanja Fidler et al.6 citations
Related Work and Citation Text Generation: A Survey ↗Xiangci Li, Jessica Ouyang6 citations
Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System ↗Zhanpeng Chen, Zhihong Zhu, Wanshi Xu et al.6 citations
SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation ↗Xiaoze Liu, Ting Sun, Tianyang Xu et al.6 citations
SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness ↗Tanmay Parekh, Jeffrey Kwan, Jiarui Yu et al.6 citations
SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization ↗Prakamya Mishra, Zonghai Yao, Parth Vashisht et al.6 citations
Sailor: Open Language Models for South-East Asia ↗Longxu Dou, Qian Liu, Guangtao Zeng et al. · System Demonstrations6 citations
SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers ↗Shruti Singh, Nandan Sarkar, Arman Cohan6 citations
Seeing the Forest through the Trees: Data Leakage from Partial Transformer Gradients ↗Weijun Li, Qiongkai Xu, Mark Dras6 citations
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering ↗Dongze Hao, Qunbo Wang, Longteng Guo et al.6 citations
SimLLM: Detecting Sentences Generated by Large Language Models Using Similarity between the Generation and its Re-generation ↗Hoang-Quoc Nguyen-Son, Minh-Son Dao, Koji Zettsu6 citations
Social Bias Probing: Fairness Benchmarking for Language Models ↗Marta Marchiori Manerba, Karolina Stanczak, Riccardo Guidotti et al.6 citations
Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model ↗Xiangyu Zhang, Daijiao Liu, Hexin Liu et al.6 citations
Style-Specific Neurons for Steering LLMs in Text Style Transfer ↗Wen Lai, Viktor Hangya, Alexander Fraser6 citations
Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition ↗Hsuan Su, Hua Farn, Fan-Yun Sun et al.6 citations
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs ↗Mihir Parmar, Hanieh Deilamsalehy, Franck Dernoncourt et al.6 citations
TroL: Traversal of Layers for Large Language and Vision Models ↗Byung-Kwan Lee, Sangyun Chung, Chae Won Kim et al.6 citations
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps ↗Giuseppe Attanasio, Beatrice Savoldi, Dennis Fucci et al. · 🏆 Social Impact Paper Award6 citations
Understanding Slang with LLMs: Modelling Cross-Cultural Nuances through Paraphrasing ↗Ifeoluwa Wuraola, Nina Dethlefs, Daniel Marciniak6 citations
VIMI: Grounding Video Generation through Multi-modal Instruction ↗Yuwei Fang, Willi Menapace, Aliaksandr Siarohin et al.6 citations
Verifiable, Debuggable, and Repairable Commonsense Logical Reasoning via LLM-based Theory Resolution ↗Armin Toroghi, Willis Guo, Ali Pesaranghader et al.6 citations
When Context Leads but Parametric Memory Follows in Large Language Models ↗Yufei Tao, Adam Hiatt, Erik Haake et al.6 citations
Word Alignment as Preference for Machine Translation ↗Qiyu Wu, Masaaki Nagata, Zhongtao Miao et al.6 citations
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness ↗Shixuan Ma, Quan Wang6 citations
Adapting LLMs for Structured Natural Language API Integration ↗Robin Chan, Katsiaryna Mirylenka, Thomas Gschwind et al. · Industry Track5 citations
An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification ↗Zhuowei Chen, Lianxi Wang, Yuben Wu et al.5 citations
AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies ↗Xiao Ye, Andrew Wang, Jacob Choi et al.5 citations
Automatic Instruction Evolving for Large Language Models ↗Weihao Zeng, Can Xu, Yingxiu Zhao et al.5 citations
Backward Lens: Projecting Language Model Gradients into the Vocabulary Space ↗Shahar Katz, Yonatan Belinkov, Mor Geva et al. · 🏆 Best Paper Award5 citations
Bayesian Example Selection Improves In-Context Learning for Speech, Text and Visual Modalities ↗Siyin Wang, Chao-Han Huck Yang, Ji Wu et al.5 citations
Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models ↗Xinrong Zhang, Yingfa Chen, Shengding Hu et al.5 citations
BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs ↗Zhiting Fan, Ruizhe Chen, Ruiling Xu et al.5 citations
Can Automatic Metrics Assess High-Quality Translations? ↗Sweta Agrawal, António Farinhas, Ricardo Rei et al.5 citations
Can Large Language Models Enhance Predictions of Disease Progression? Investigating Through Disease Network Link Prediction ↗Haohui Lu, Usman Naseem5 citations
CoBa: Convergence Balancer for Multitask Finetuning of Large Language Models ↗Zi Gong, Hang Yu, Cong Liao et al.5 citations

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📰 EMNLP 2024: all accepted papers

EMNLP 2024: all accepted papers