Large Language Models

Agentic Rubrics as Contextual Verifiers for SWE Agents ACL 2026 Agentix: An Efficient Serving Engine for LLM Agents as General Programs NSDI 2026 AgentMark: Utility-Preserving Behavioral Watermarking for Agents ACL 2026 Agent Newsroom: Efficient Chronological Report Generation via Dynamic Multi-Agent Collaboration ACL 2026 AgentOCR: Reimagining Agent History via Optical Self-Compression ACL 2026 Agent-Ops: A Multi-Agent Orchestration Framework for End-to-End SOP Automation in E-Commerce Operations ACL 2026 Aggregate vs. Personalized Judges in Business Idea Evaluation: Evidence from Expert Disagreement ACL 2026 AGSC: Adaptive Granularity and Semantic Clustering for Uncertainty Quantification in Long-text Generation ACL 2026 AI4PC-Howard University at SemEval-2026 Task 5: Calibrated Hybrid Ensembling and Retrieval-Augmented LLM Reasoning for Narrative Word-Sense Plausibility SemEval 2026 AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online Hospital ACL 2026 AInterviewer: A Platform for Designing and Conducting AI-led Qualitative Interviews ACL 2026 AIPO: Adaptive Information Guided Token-Level Reinforcement Learning for Large Language Model Reasoning ACL 2026 AI Steerability 360: A Toolkit for Steering Large Language Models ACL 2026 A Layer-wise Analysis of Supervised Fine-Tuning ACL 2026 Alexandria: A Multi-Domain Dialectal Arabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse LLMs ACL 2026 Algorithmic Thinking Theory COLT 2026 A Lightweight Explainable Guardrail for Prompt Safety ACL 2026 AlignCultura: Towards Culturally Aligned Large Language Models? ACL 2026 Aligning Language Models with Real-time Knowledge Editing ACL 2026 Aligning Large Language Models via Fully Self-Synthetic Data ACL 2026 AlignUSER: Human-Aligned LLM Agents via World Models for Recommender System Evaluation ACL 2026 ALIGN: Word Association Learning for Cultural Alignment in Large Language Models ACL 2026 A Linguistics-Aware LLM Watermarking via Syntactic Predictability ACL 2026 Alloc-MoE: Budget-Aware Expert Activation Allocation for Efficient Mixture-of-Experts Inference ACL 2026 All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection ACL 2026