Large Language Models

AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering ACL 2026 Among Us: Measuring and Mitigating Malicious Contributions in Model Collaboration Systems ACL 2026 Analysis of the Neglect-Zero Effect in Large Language Models ACL 2026 Analyzing and Internalizing Complex Policy Documents for LLM Agents ACL 2026 Anchoring Depends on Confidence and Post-Training in Language Models ACL 2026 Anchoring the Cache: Mitigating Contextual Hallucination in KV-Compressed Long-Context Summarization ACL 2026 An Empirical Study on How Video-LLMs Answer Video Questions CVPR 2026 An Information-Theoretic Study of RLHF-Induced Uniformity in Large Language Model Outputs CoNLL 2026 Answering the Wrong Question: Reasoning Trace Inversion for Abstention in LLMs ACL 2026 AnyDoc: Enhancing Document Generation via Large-Scale HTML/CSS Data Synthesis and Height-Aware Reinforcement Optimization CVPR 2026 Apertus: Democratizing Open and Compliant LLMs for Global Language Environments ACL 2026 APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI ACL 2026 ARCHITECT: Uncertainty-Aware Dynamic Tool Learning via Causal Intervention for Open-World Agents ACL 2026 ArcLight: A Lightweight LLM Inference Architecture for Many-Core CPUs ACL 2026 ARCQuant: Boosting NVFP4 Quantization with Augmented Residual Channels for LLMs ACL 2026 Are Emotion and Rhetoric Neurons in LLM? Neuron Recognition and Adaptive Masking for Emotion-Rhetoric Prediction Steering ACL 2026 Are Large Language Models Economically Viable for Industry Deployment? ACL 2026 Are LLMs Reliable Rankers? Rank Manipulation via Two-Stage Token Optimization ACL 2026 Are they lovers or friends? Evaluating LLMs’ Social Reasoning in English and Korean Dialogues ACL 2026 ARF-RLHF: Adaptive Reward-Following for RLHF through Emotion-Driven Self-Supervision and Trace-Biased Dynamic Optimization ACL 2026 Arguments that Alter Minds: LLM Rationales Sway Human (and LLM) Notions of Plausibility ACL 2026 ARGUS: Argumentation-Based Minimal-Change Repair for Verifiable LLM Self-Explanations UAI 2026 ART: Attention Replacement Technique to Improve Factuality in LLMs ACL 2026 arXiv2Table: Toward Realistic Benchmarking and Evaluation for LLM-Based Literature-Review Table Generation ACL 2026 A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement ACL 2026