Large Language Models

3DrawAgent: Teaching LLM to Draw in 3D with Early Contrastive Experience CVPR 2026 3D-VCD: Hallucination Mitigation in 3D-LLM Embodied Agents through Visual Contrastive Decoding CVPR 2026 5ting at SemEval-2026 Task 8: Strong End-to-End Multi-Turn RAG via LLM-Based Reranking and Faithfulness Control SemEval 2026 AAA at SemEval-2026 Task 10: Psycholinguistic Conspiracy Marker Extraction and Detection SemEval 2026 AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin ACL 2026 ABARUAH at SemEval-2026 Task 9: Multilingual Polarization Detection across Seven Indic Languages using Qwen3 SemEval 2026 A BERTology View of LLM Orchestrations: Token- and Layer-Selective Probes for Efficient Single-Pass Classification ACL 2026 AbstractReasoner at SemEval-2026 Task 11: Reducing Content Effects via Knowledge Distillation and Structured Reasoning Prompts SemEval 2026 ACBQ: Adaptive Cross-Block Quantization of Large Language Models ACL 2026 Accelerating Streaming Video Large Language Models via Hierarchical Token Compression CVPR 2026 Accommodation and Epistemic Vigilance: A Pragmatic Account of Why LLMs Fail to Challenge Harmful Beliefs ACL 2026 Achieving Multi-Hop Calculation and Safe Abstention in Financial Numerical Reasoning by Metric Graph Constrained LLMs ACL 2026 A Comprehensive Collection of Vignettes for Actual Causation CLeaR 2026 A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and Usage ACL 2026 Act-Adaptive Margin: Dynamically Calibrating Reward Models for Subjective Ambiguity ACL 2026 Action Boundary Blindness: When LLM Agents Cannot Tell Where One Action Ends and Another Begins ACL 2026 Activation Decomposition and Steering for LLM Backdoor Remediation ACL 2026 Activation-Guided Local Editing for Jailbreaking Attacks ACL 2026 AdaFuse: Adaptive Ensemble Decoding for Large Language Models ACL 2026 AdaJudge: Adaptive Multi-Perspective Judging for Reward Modeling ACL 2026 AdaMix: Adaptive Mixing for Short and Long Reasoning Adapters ACL 2026 Adam’s Law: Textual Frequency Law on Large Language Models ACL 2026 ADAngel: Accelerating Arbitrary-Precision Quantized LLMs with Adaptive Computing Mapping OSDI 2026 AdapAction: Adaptive Target Action Backdoor Attack against GUI Agents CVPR 2026 AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse ACL 2026