large language model

Ensemble Watermarks for Large Language Models ACL 2025 Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning NAACL 2025 Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models EMNLP 2025 Entailed Between the Lines: Incorporating Implication into NLI ACL 2025 Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework NAACL 2025 Entity Only vs. Inline Approaches: Evaluating LLMs for Adverse Drug Event Detection in Clinical Text (Student Abstract) AAAI 2025 Entity Pair-guided Relation Summarization and Retrieval in LLMs for Document-level Relation Extraction NAACL 2025 Entity Profile Generation and Reasoning with LLMs for Entity Alignment EMNLP 2025 Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering COLING 2025 Entropy-Based Decoding for Retrieval-Augmented Large Language Models NAACL 2025 Entropy-based Exploration Conduction for Multi-step Reasoning ACL 2025 Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models COLING 2025 Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning AAAI 2025 EoT: Evolution of Thoughts for Complex Reasoning Tasks EMNLP 2025 EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering AAAI 2025 EpiCoDe: Boosting Model Performance Beyond Training with Extrapolation and Contrastive Decoding ACL 2025 Episodic Memories Generation and Evaluation Benchmark for Large Language Models ICLR 2025 EquiBench: Benchmarking Large Language Models’ Reasoning about Program Semantics via Equivalence Checking EMNLP 2025 Equipping Retrieval-Augmented Large Language Models with Document Structure Awareness EMNLP 2025 EquivaMap: Leveraging LLMs for Automatic Equivalence Checking of Optimization Formulations ICML 2025 ERFSL: An Efficient Reward Function Searcher via Large Language Models for Custom-Environment Multi-Objective Reinforcement Learning (Student Abstract) AAAI 2025 Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework EMNLP 2025 Error Comparison Optimization for Large Language Models on Aspect-Based Sentiment Analysis ACL 2025 Error Reflection Prompting: Can Large Language Models Successfully Understand Errors? NAACL 2025 ESC-Judge: A Framework for Comparing Emotional Support Conversational Agents EMNLP 2025