Large Language Models

Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework ACL 2026 Let LLM Tutors Ask First: Proactive LLM-Based Tutoring at Scale in a 1,500-Student Online Classroom ACL 2026 Leveraging Generative AI for Extracting Business Requirements from Legacy COBOL and PL/I Code ACL 2026 Leveraging Large Language Models for Causal Discovery: a Constraint-based, Argumentation-driven Approach UAI 2026 Libra: Flexible Request Partitioning and Scheduling for Serving Unbalanced and Dynamic LLM Workloads NSDI 2026 LightReasoner: Can Small Language Models Teach Large Language Models Reasoning? ACL 2026 Linking Perception, Confidence and Accuracy in MLLMs CVPR 2026 LinkQA: Synthesizing Diverse QA from Multiple Seeds Strongly Linked by Knowledge Points ACL 2026 LiTS: A Modular Framework for LLM Tree Search ACL 2026 LiveCultureBench: a Multi-Agent, Multi-Cultural Benchmark for Large Language Models in Dynamic Social Simulations ACL 2026 LiveFact: A Dynamic, Time-Aware Benchmark for LLM-Driven Fake News Detection ACL 2026 LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning CVPR 2026 LLaMA32-Med: Parameter-Efficient Adaptation of Multimodal LLMs for Medical Visual Question Answering MIDL 2026 LLM4Cell: Taxonomy and Evaluation of LLM and Agentic Models for Single-Cell Biology ACL 2026 LLM Agents in Law: Taxonomy, Applications, and Challenges ACL 2026 LLM as a Risk Manager: LLM Semantic Filtering for Lead–Lag Trading in Prediction Markets ACL 2026 LLM-as-Scheduler: Agentic Workflow Dynamic Scheduling ACL 2026 LLM-based Literal Example Generation for Japanese Multiword Expressions ACL 2026 LLM-Based Multi-Agent Systems for Clinical Workflows: A Survey of AI Hospitals ACL 2026 LLM-Based Zero-Shot Soft Labeling for Anticipating Disagreement in Negotiation Dialogues ACL 2026 LLM Beliefs Are in Their Heads ACL 2026 LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models ACL 2026 LLM-ForcedAligner: A Non-Autoregressive and Accurate LLM-Based Forced Aligner for Multilingual and Long-Form Speech ACL 2026 LLM-Generated Text May Harm Your Retrieval! A Robust Detection Strategy for Retrieval-Augmented Generation ACL 2026 LLM-MC-Affect: LLM-Based Monte Carlo Modeling of Affective Trajectories and Latent Ambiguity for Interpersonal Dynamic Insight ACL 2026