Large Language Models

Effective Performance Measurement: Challenges and Opportunities in KPI Extraction from Earnings Calls ACL 2026 Efficient Hallucination Detection: Adaptive Bayesian Estimation of Semantic Entropy with Guided Semantic Exploration AAAI 2026 Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion ACL 2026 Efficient Switchable Safety Control in LLMs via Magic-Token-Guided Co-Training AAAI 2026 Elections go bananas: A First Large-scale Multilingual Study of Pluralia Tantum using LLMs EACL 2026 ELLA: Efficient Lifelong Learning for Adapters in Large Language Models EACL 2026 ELO: Efficient Layer-Specific Optimization for Continual Pretraining of Multilingual LLMs EACL 2026 ELSPR: Evaluator LLM Training Data Self-Purification on Non-Transitive Preferences via Tournament Graph Reconstruction AAAI 2026 Emotional Lexicons: How Large Language Models Predict Emotional Ratings of Russian Words EACL 2026 Enabling Structured Reasoning in Sindhi with Culturally Grounded Instruction Tuning EACL 2026 Encoding and Decoding Language in the Brain with Language Models EACL 2026 Enhancing Linguistic Competence of Language Models through Pre-training with Language Learning Tasks ACL 2026 Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy Optimization ACL 2026 Enhancing Pre-training Data Detection in LLMs Through Discriminative and Symmetric Prefix Selection AAAI 2026 Enhancing Reliability in Community Question Answering with an Expert-Oriented RAG System EACL 2026 Enhancing Retrieval-Augmented Large Vision Language Models via Knowledge Conflict Mitigation AAAI 2026 Ensemble Privacy Defense for Knowledge-Intensive LLMs against Membership Inference Attacks EACL 2026 ESG-Bench: Benchmarking Long-Context ESG Reports for Hallucination Mitigation AAAI 2026 EssayBench: Evaluating Large Language Models in Multi-Genre Chinese Essay Writing AAAI 2026 Ethical Decision-making with AI: Value Alignment and the Role of Reasoning AAAI 2026 EvalQAG: A Framework for Automatic Complex QA Generation and a Benchmark QA Dataset for Policy Documents AAAI 2026 EvalSense: A Framework for Domain-Specific LLM (Meta-)Evaluation EACL 2026 Evaluating Cost-Efficiency of LLMs in a RAG Setup on Polish Wikipedia: Quality vs. Energy Consumption EACL 2026 Evaluating Humanities Theory Alignment in Large Language Models: Incremental Prompting and Statistical Assessment EACL 2026 Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Benchmark EACL 2026