Large Language Models

Conflict-Aware Memory for Embodied Agents: Enhancing Vector Data Quality via Detection Rules ACL 2026 Conformal LLM Routing with Distribution-Free Safety Guarantees ACL 2026 ConfSpec: Efficient Step-Level Speculative Reasoning via Confidence-Gated Verification ACL 2026 ConlangCrafter: Constructing Languages with a Multi-Hop LLM Pipeline ACL 2026 ConsistRM: Improving Generative Reward Models via Consistency-Aware Self-Training ACL 2026 Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration ACL 2026 Constructing a Japanese Rap Lyric Generation Model with GRPO ACL 2026 Constructing coherent spatial memory in LLM agents through graph rectification ACL 2026 Constructing Interpretable Features from Compositional Neuron Groups ACL 2026 ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance ACL 2026 Continuous Context Sampling Allows Extending Diversity Boundaries of Large Language Models ACL 2026 Controllable LLM Reasoning via Sparse Autoencoder-Based Steering ACL 2026 Controlling Distributional Bias in Multi-Round LLM Generation via KL-Optimized Fine-Tuning ACL 2026 Convergent Demographic Utility Hierarchies: Geometry of Intersectional Values in LLMs ACL 2026 COPO: Causal-Oriented Policy Optimization for Hallucinations of MLLMs CVPR 2026 CoreCodeBench: Decoupling Code Intelligence via Fine-Grained Repository-Level Tasks ACL 2026 Cortex: Achieving Low-Latency, Cost-Efficient Remote Data Access For LLM via Semantic-Aware Knowledge Caching NSDI 2026 CoSToM: Causal-oriented Steering for Intrinsic Theory-of-Mind Alignment in Large Language Models ACL 2026 Could language models win the International Linguistics Olympiad? CoNLL 2026 CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution ACL 2026 CoVFT: Context-aware Visual Fine-tuning for Multimodal Large Language Models CVPR 2026 CPT-Agent: A Cognitive Process Theory-driven Framework for Student Simulation in Writing Development ACL 2026 Critical-CoT: A Robust Defense Framework against Reasoning-Level Backdoor Attacks in Large Language Models ACL 2026 Crosscoding Through Time: Tracking Emergence & Consolidation Of Linguistic Representations Throughout LLM Pretraining ACL 2026 Cross from Left to Right Brain: Adaptive Text Dreamer for Vision-and-Language Navigation CVPR 2026