Large Language Models

Evaluation Sheet for Deep Research: A Use Case for Academic Survey Writing EMNLP 2025 EventGPT: Event Stream Understanding with Multimodal Large Language Models CVPR 2025 EventRAG: Enhancing LLM Generation with Event Knowledge Graphs ACL 2025 EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint EMNLP 2025 Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition ICML 2025 EVICheck: Evidence-Driven Independent Reasoning and Combined Verification Method for Fact-Checking IJCAI 2025 Evidence of Generative Syntax in LLMs CoNLL 2025 EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025 EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ACL 2025 EVOLvE: Evaluating and Optimizing LLMs For In-Context Exploration ICML 2025 Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective ICML 2025 EvoPress: Accurate Dynamic Model Compression via Evolutionary Search ICML 2025 EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models COLING 2025 EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025 Examining False Positives under Inference Scaling for Mathematical Reasoning EMNLP 2025 Exclusion of Thought: Mitigating Cognitive Load in Large Language Models for Enhanced Reasoning in Multiple-Choice Tasks ACL 2025 ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation EMNLP 2025 EXECUTE: A Multilingual Benchmark for LLM Token Understanding ACL 2025 EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation ACL 2025 ExLM: Rethinking the Impact of $\texttt[MASK]$ Tokens in Masked Language Models ICML 2025 Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation EMNLP 2025 Expand VSR Benchmark for VLLM to Expertize in Spatial Rules AAAI 2025 Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models EMNLP 2025 Expertly Informed, Generatively Summarized: A Hybrid RAG Approach to Informed Consent Summarization with Auxiliary Expert Knowledge NAACL 2025 Explainable Hallucination through Natural Language Inference Mapping ACL 2025