Large Language Models

Debate-of-Thoughts: Resolving Knowledge Conflicts in LLMs Through Internal Deliberation ACL 2026 Debiasing Reward Models via Causally Motivated Inference-Time Intervention ACL 2026 Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models ACL 2026 DecIF: Improving Instruction-Following through Decomposition ACL 2026 DecoCal: Decoding with Calibration in Diffusion Large Language Models ACL 2026 Decoding-Unlearning: Fact Forgetting via Entropy-Guided Inference ACL 2026 Decompose and Transfer: CoT-Prompting Enhanced Alignment for Open-Vocabulary Temporal Action Detection CVPR 2026 Decoupling Generalization and Adaptation in Meta-Learning for Large Language Models ACL 2026 Decoupling Task-Solving and Output Formatting in LLM Generation ACL 2026 DeepFact: Co-Evolving Benchmarks and Agents for Deep Research Factuality ACL 2026 deepgpt at SemEval-2026 Task 1: A Chinese Humor Generation System via Instruction-Masked QLoRA and Reverse Constraint Data Mixing SemEval 2026 Defenses Against Prompt Attacks Learn Surface Heuristics ACL 2026 DefGen-Bench: A Benchmark for Chinese Criminal Defence Opinion Generation in LegalAI ACL 2026 Deliberative Searcher: Improving LLM Reliability via Reinforcement Learning with Constraints ACL 2026 Demystifying Data Organization for Enhanced LLM Training ACL 2026 Demystifying Uncertainty in LLMs: Active Calibration between Concepts and Human Evaluations ACL 2026 Detecting Hallucinations in Large Language Models via Internal Attention Divergence Signals ACL 2026 Detecting What Queries Seek: Steering LLM Safety with FFN Output Activation Monitoring ACL 2026 DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection ACL 2026 Detoxification for LLM: From Dataset Itself ACL 2026 DEVA: Fine-tuning Multimodal Large Language Models for Visual Perception Tasks CVPR 2026 DFAMS: Dynamic-flow guided Federated Alignment based Multi-prototype Search ACL 2026 DFKI-MLT at SemEval-2026 TASK 7: Steering Multilingual Models Towards Cultural Knowledge SemEval 2026 Diagnosing and Remedying Representation Deficiencies for Deterministic Reasoning in KGQA ACL 2026 Diagnosing Hidden Instabilities in Model Editing via Uncertainty Quantification ACL 2026