Large Language Models

Explain the Synth: Interpretable Evaluation of LLM Data Synthesis ACL 2026 Explicit Trait Inference for Multi-Agent Coordination ACL 2026 Exploring Attention Attractors in Large Language Models ACL 2026 Exploring Concreteness Through a Figurative Lens ACL 2026 Exploring Layer Activation Dynamic of CoT via Knowledge Probe ACL 2026 Exploring Visual Pretraining for Learning Language Intelligence CVPR 2026 Eywa: Automating Model-Based Testing using LLMs NSDI 2026 FactCorrector: A Graph-Inspired Approach to Long-Form Factuality Correction of Large Language Models ACL 2026 FactSearch: An Interactive Agentic Fact Search System for Verifying Large Language Model Outputs ACL 2026 Factual Retrieval in LLMs Is a Redundant, Distributed and Non-Contiguous Process ACL 2026 FactUEP at SemEval-2026 Task 4: Structured Narrative Similarity Scoring with Aspect Decomposition and Weak-Signal Gating SemEval 2026 Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition Bottleneck ACL 2026 Fair-CCD: Mitigating Bias in Large Language Models for Tabular Classification Through Context-Contrastive Decoding ACL 2026 Faithful Serum: Mitigating the Faithfulness Gap in Textual Explanations of LLM Decisions via Attribution Guidance ACL 2026 False Friends in the Shell: Unveiling the Emoticon Semantic Confusion in Large Language Models ACL 2026 Fast-MIA: Efficient and Scalable Membership Inference for LLMs ACL 2026 FastServe: Iteration-Level Preemptive Scheduling for Large Language Model Inference NSDI 2026 FD-NL2SQL: Feedback-Driven Clinical NL2SQL that Improves with Use ACL 2026 FedProxy: Federated Fine-Tuning of LLMs via Proxy SLMs and Heterogeneity-Aware Fusion ACL 2026 Feeling Rules in Language Models: Mapping Norms of Emotional Appropriateness Across Roles, Institutions, and Intensity ACL 2026 Filling the Long Tail: Structure-Aware Curriculum-Gap Completion for Medical Education with LLMs ACL 2026 FinCall-Surprise: A Large Scale Multi-modal Benchmark for Earning Surprise Prediction ACL 2026 Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation ACL 2026 Fine-Grained Multi Image Object Hallucination Benchmark CVPR 2026 Fine-Grained Semantic Comparison of Legal Documents using LLMs ACL 2026