Large Language Models

Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration OSDI 2026 Bridging Facial Understanding and Animation via Language Models CVPR 2026 Bridging Internal Consistency and External Alignment: A Causal and Dynamic Interpretability Framework for LLM Generation ACL 2026 Bridging Kernel Drivers and Virtual Device Models with LLM-Powered Automation ACL 2026 Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders ACL 2026 Bridging Linguistic Structure and Mechanistic Interpretability for Conceptual Interpretation in Language Models CoNLL 2026 Bridging the Memorization-Utilization Gap: Near-Lossless Context Compression via Reinforcement Learning ACL 2026 Building a Precise Video Language with Human-AI Oversight CVPR 2026 Building LLMs Like LEGO: Two-dimensional Architecture Reassembly of Large Language Models ACL 2026 Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with LLMs ACL 2026 BWLA: Breaking the Barrier of W1AX Post-Training Quantization for LLMs ACL 2026 C2: Scalable Rubric-Augmented Reward Modeling from Binary Preferences ACL 2026 CaBSALLM: Efficient Context-Aware Batch Annotation of Conversational Streams with Large Language Models ACL 2026 CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing ACL 2026 CADFS: A Big CAD Program Dataset and Framework for Computer-Aided Design with Large Language Models CVPR 2026 CAKE: Causal-Guided Adaptive Knowledge Editing for LLMs ACL 2026 Calibrating Inference Time Alignment with Sequence-level Risk Accumulation ACL 2026 Calibrating LLM Judges: Linear Probes for Fast and Reliable Uncertainty Estimation ACL 2026 Calibration-Aware Policy Optimization for Reasoning LLMs ACL 2026 CAMEC: Complexity-Aware Multi-Expert Collaboration for Reliable Chinese Medical Question Answering ACL 2026 Can AI Be a Good Peer Reviewer? A Survey of Peer Review Process, Evaluation, and the Future ACL 2026 Can Continual Pretraining Bridge the Performance Gap between General-purpose and Specialized Language Models in the Medical Domain? ACL 2026 Can Factual Opinions Be Edited (Manipulated) in Large Language Models? ACL 2026 Can Large Language Models Infer Causal Relationships from Real-World Text? ACL 2026 Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams ACL 2026