Large Language Models

Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning ACL 2025 Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models AAAI 2025 Enhancing Entertainment Translation for Indian Languages Using Adaptive Context, Style and LLMs AAAI 2025 Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings EMNLP 2025 Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning EMNLP 2025 Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025 Enhancing Large Vision-Language Models with Ultra-Detailed Image Caption Generation EMNLP 2025 Enhancing LLM-Based Persuasion Simulations with Cultural and Speaker-Specific Information EMNLP 2025 Enhancing Multivariate Time-Series Domain Adaptation via Contrastive Frequency Graph Discovery and Language-Guided Adversary Alignment AAAI 2025 Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub ACL 2025 Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025 Enhancing RLHF with Human Gaze Modeling EMNLP 2025 Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders EMNLP 2025 Error-driven Data-efficient Large Multimodal Model Tuning ACL 2025 Estimating LLM Consistency: A User Baseline vs Surrogate Metrics EMNLP 2025 ETA: Efficiency through Thinking Ahead, A Dual Approach to Self-Driving with Large Models ICCV 2025 ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries ACL 2025 Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications NAACL 2025 Evaluating and Mitigating Linguistic Discrimination in Large Language Models: Perspectives on Safety Equity and Knowledge Equity IJCAI 2025 Evaluating Design Choices in Verifiable Generation with Open-source Models NAACL 2025 Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025 Evaluating Large Language Models on Health-Related Claims Across Arabic Dialects COLING 2025 Evaluating LLM Reasoning in the Operations Research Domain with ORQA AAAI 2025 Evaluating Pretrained Causal Language Models for Synonymy ACL 2025 Evaluating Robustness of LLMs to Typographical Noise in Yorùbá QA ACL 2025