language model

Safe Multi-agent Reinforcement Learning with Natural Language Constraints AAAI 2026 SAGE: An Agentic Explainer Framework for Interpreting SAE Features in Language Models EACL 2026 SALT: Step-level Advantage Assignment for Long-horizon Agents via Trajectory Graph EACL 2026 Sampling-Free Uncertainty Quantification via Hidden State Dynamics in Language Models AAAI 2026 Schema on the Inside: A Two-Phase Fine-Tuning Method for High-Efficiency Text-to-SQL at Scale AAAI 2026 SDNLP at AMIYA 2026: Syrian Arabic Dialect Modeling with LoRA EACL 2026 Sigmoid Head for Quality Estimation under Language Ambiguity ACL 2026 Simulating Dispute Mediation with LLM-Based Agents for Legal Research AAAI 2026 "So, How Much Do LLMs Hallucinate on Low-Resource Languages?" A Quantitative and Qualitative Analysis EACL 2026 SRAM: Shape-Realism Alignment Metric for No Reference 3D Shape Evaluation AAAI 2026 Step Back to Leap Forward: Self-Backtracking for Symbolic Reasoning and Planning in Language Models AAAI 2026 Stop Taking Tokenizers for Granted: They Are Core Design Decisions in Large Language Models EACL 2026 Surprisal and Metaphor Novelty Judgments: Moderate Correlations and Divergent Scaling Effects Revealed by Corpus-Based and Synthetic Datasets EACL 2026 TAGQuant: Token-Aware Clustering for Group-Wise Quantization EACL 2026 Tandem Training for Language Models EACL 2026 Targeted Syntactic Evaluation of Language Models on Georgian Case Alignment EACL 2026 Thesis proposal: COGNILENS: Analyzing Cognitive Decline in Language Models for Alzheimer’s Monitoring EACL 2026 THGB: A Comprehensive Benchmark for Text-attributed Heterogeneous Graphs AAAI 2026 Think Just Enough: Leveraging Self-Assessed Confidence for Adaptive Reasoning in Language Models EACL 2026 ToxiPrompt: A Two-Stage Red-Teaming Approach for Balancing Adversarial Prompt Diversity and Response Toxicity EACL 2026 TruthfulRAG: Resolving Factual-level Conflicts in Retrieval-Augmented Generation with Knowledge Graphs AAAI 2026 Uncovering Intervention Opportunities for Suicide Prevention with Language Model Assistants ACL 2026 Understanding or Memorizing? A Case Study of German Definite Articles in Language Models ACL 2026 Unmasking the Factual-Conceptual Gap in Persian Language Models EACL 2026 Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story EACL 2026