Large Language Models

A Shared Geometry of Difficulty in Multilingual Language Models ACL 2026 Assessing the Belief Consistency of Large Language Models on the Logical Conversation Process ACL 2026 A Survey of Inductive Reasoning for Large Language Models ACL 2026 A Survey of Large Language Model-Based Search Agents ACL 2026 A Survey of Large Language Models for Text-Guided Molecular Discovery: From Molecule Generation to Optimization ACL 2026 A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions ACL 2026 AsymVerify at SemEval-2026 Task 6: Asymmetric Confidence-Gated Verification for Political Evasion Detection SemEval 2026 Attend Before Attention: Efficient and Scalable Video Understanding via Autoregressive Gazing CVPR 2026 Attention Basin: Why Contextual Position Matters in Large Language Models ACL 2026 Attention Under Attack: Analog Noise Effects and Mechanistic Vulnerabilities in Transformer Models ACL 2026 Attention Weights as an Indicator: Analyzing and Improving Document Utilization in Retrieval-Augmented Generation ACL 2026 Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs ACL 2026 Attribution, Citation, and Quotation: A Survey of Evidence-based Text Generation with Large Language Models ACL 2026 AudioStory: Generating Long-Form Narrative Audio with Large Language Models CVPR 2026 Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models ACL 2026 AutoChecklist: Composable Pipelines for Checklist Generation and Scoring with LLM-as-a-Judge ACL 2026 AutoCut: End-to-end advertisement video editing based on multimodal discretization and controllable generation CVPR 2026 AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs ACL 2026 Automated Creativity Evaluation of Language Models Across Open-Ended Tasks ACL 2026 Automated Refinement of Essay Scoring Rubrics for Language Models via Reflect-and-Revise CoNLL 2026 AutoRAN: Automated Hijacking of Safety Reasoning in Large Reasoning Models ACL 2026 AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora ACL 2026 AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs ACL 2026 AutoTraces: Autoregressive Trajectory Forecasting via Multimodal Large Language Models CVPR 2026 Awakening Dormant Experts:Counterfactual Routing to Mitigate MoE Hallucinations ACL 2026