large language model

EEG Agent: A Unified Framework for Automated EEG Analysis Using Large Language Models AAAI 2026 Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture AAAI 2026 Efficient Hallucination Detection: Adaptive Bayesian Estimation of Semantic Entropy with Guided Semantic Exploration AAAI 2026 Efficient Hyperparameter Optimization for LLM Reinforcement Learning ACL 2026 Efficient KL Divergence Estimation via Truncated Top-K Integration for Large Language Models ACL 2026 EfficientLLM: Unified Pruning-Aware Pretraining for Auto-Designed Compact Language Models ACL 2026 Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search ACL 2026 Efficient Post-Training Refinement of Latent Reasoning in Large Language Models AAAI 2026 Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts ACL 2026 Efficient Reasoning for Large Reasoning Language Models via Certainty-Guided Reflection Suppression AAAI 2026 Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models ACL 2026 EfficientTool: A Cost-Effective Aligning Framework for Tool-Conditioned Agents in SME Scenarios ACL 2026 EgoCross: Benchmarking Multimodal Large Language Models for Cross-Domain Egocentric Video Question Answering AAAI 2026 EGSS: Entropy-guided Stepwise Scaling for Reliable Software Engineering ACL 2026 EHRStruct: A Comprehensive Benchmark Framework for Evaluating Large Language Models on Structured Electronic Health Record Tasks AAAI 2026 Eigenvalue Calibration for Semantic Embeddings of Large Language Models UAI 2026 EMCEE: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context ACL 2026 Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned LLMs ACL 2026 EMODIS: A Benchmark for Context-Dependent Emoji Disambiguation in Large Language Models AAAI 2026 EmoHarbor: Evaluating Personalized Emotional Support by Simulating the User’s Internal World ACL 2026 Emotional Lexicons: How Large Language Models Predict Emotional Ratings of Russian Words EACL 2026 Emotionally Charged, Logically Blurred: AI-driven Emotional Framing Impairs Human Fallacy Detection EACL 2026 Emotion-aware text simplification of user generated content using LLMs EACL 2026 Empathy in Diversity: Personalized Depression and Anxiety Therapy via Dialogue State Tracking and Patient-Aware Planning ACL 2026 Empowering Tabular Data Preparation with Language Models: Why and How? ACL 2026