Large Language Models

Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models AAAI 2025 Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning AAAI 2025 Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning AAAI 2025 Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub ACL 2025 Enhancing Retrieval-Augmented Generation: A Study of Best Practices COLING 2025 Enhancing Software Requirements Engineering with Language Models and Prompting Techniques: Insights from the Current Research and Future Directions ACL 2025 Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders EMNLP 2025 Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation EMNLP 2025 Enhancing the Logical Reasoning Abilities of Large Language Models IJCAI 2025 Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-Tuning COLING 2025 Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists ACL 2025 Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge ACL 2025 Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation CVPR 2025 Enough Coin Flips Can Make LLMs Act Bayesian ACL 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 EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance ACL 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 Tracking in Small Language Models: An Attention-Based Study of Parameter-Efficient Fine-Tuning EMNLP 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 Entrospect: Information-Theoretic Self-Reflection Elicits Better Response Refinement of Small Language Models ACL 2025