Papers
EventRelBench: A Comprehensive Benchmark for Evaluating Event Relation Understanding in Large Language Models
Jie Gong, Biaoshuai Zheng, Qiwang Hu
E-Verify: A Paradigm Shift to Scalable Embedding-based Factuality Verification
Zeyang Liu, Jingfeng Xue, Xiuqi Yang et al.
EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint
Zhenhua Xu, Meng Han, Wenpeng Xing
Evil twins are not that evil: Qualitative insights into machine-generated prompts
Nathanaël Carraz Rakotonirina, Corentin Kervadec, Francesca Franzon et al.
EvoAgentX: An Automated Framework for Evolving Agentic Workflows
Yingxu Wang, Siwei Liu, Jinyuan Fang et al.
EvolKV: Evolutionary KV Cache Compression for LLM Inference
Bohan Yu, Yekun Chai
Evolution in Simulation: AI-Agent School with Dual Memory for High-Fidelity Educational Dynamics
Sheng Jin, Haoming Wang, Zhiqi Gao et al.
EvolveSearch: An Iterative Self-Evolving Search Agent
Ding-Chu Zhang, Yida Zhao, Jialong Wu et al.
Evolving Chinese Spelling Correction with Corrector-Verifier Collaboration
Linfeng Liu, Hongqiu Wu, Hai Zhao
Evolving Stances on Reproducibility: A Longitudinal Study of NLP and ML Researchers’ Views and Experience of Reproducibility
Craig Thomson, Ehud Reiter, João Sedoc et al.
Examining False Positives under Inference Scaling for Mathematical Reasoning
Yu Wang, Nan Yang, Liang Wang et al.
Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples
Andrianos Michail, Simon Clematide, Rico Sennrich
ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation
Minghua He, Yue Chen, Fangkai Yang et al.
ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects
Jipeng Zhang, Haolin Yang, Kehao Miao et al.
Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation
Dingwei Chen, Ziqiang Liu, Feiteng Fang et al.
Expanding the WMT24++ Benchmark with Rumantsch Grischun, Sursilvan, Sutsilvan, Surmiran, Puter, and Vallader
Jannis Vamvas, Ignacio Pérez Prat, Not Soliva et al.
ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance
Sijia Yao, Pengcheng Huang, Zhenghao Liu et al.
Experience Report: Implementing Machine Translation in a Regulated Industry
Marco Zocca, Per Fallgren, David Buffoni
ExpertGenQA: Open-ended QA generation in Specialized Domains
Haz Sameen Shahgir, Chansong Lim, Jia Chen et al.
Explainability and Interpretability of Multilingual Large Language Models: A Survey
Lucas Resck, Isabelle Augenstein, Anna Korhonen
Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics
Sheldon Yu, Yuxin Xiong, Junda Wu et al.
Explainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training
Huaming Du, Lei Yuan, Cancan Feng et al.
Explaining Differences Between Model Pairs in Natural Language through Sample Learning
Advaith Malladi, Rakesh R Menon, Yuvraj Jain et al.
Explaining Length Bias in LLM-Based Preference Evaluations
Zhengyu Hu, Linxin Song, Jieyu Zhang et al.