Large Language Models

Enhancing Reasoning Abilities of Small LLMs with Cognitive Alignment EMNLP 2025 Enhancing Regulatory Compliance Through Automated Retrieval, Reranking, and Answer Generation COLING 2025 Enhancing Retrieval-Augmented Generation via Evidence Tree Search ACL 2025 Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025 Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders EMNLP 2025 Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner IJCAI 2025 Enhancing Target-unspecific Tasks through a Features Matrix ICML 2025 Enhancing Temporal Understanding in LLMs for Semi-structured Tables NAACL 2025 Enhancing Text-to-SQL with Question Classification and Multi-Agent Collaboration NAACL 2025 Enhancing the Logical Reasoning Abilities of Large Language Models IJCAI 2025 Enhancing Uncertainty Modeling with Semantic Graph for Hallucination Detection AAAI 2025 Enhancing Uncertainty Quantification in Large Language Models through Semantic Graph Density UAI 2025 Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning ACL 2025 Enough Coin Flips Can Make LLMs Act Bayesian ACL 2025 Enrich and Detect: Video Temporal Grounding with Multimodal LLMs ICCV 2025 Enriching children’s stories with LLMs: Delivering multilingual data enrichment for children’s books at scale and across markets ACL 2025 Ensemble Watermarks for Large Language Models ACL 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 Pair-guided Relation Summarization and Retrieval in LLMs for Document-level Relation Extraction NAACL 2025 Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering COLING 2025 Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning AAAI 2025 EPIC: Efficient Position-Independent Caching for Serving Large Language Models ICML 2025 EpiCoder: Encompassing Diversity and Complexity in Code Generation ICML 2025 EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts ACL 2025