Large Language Models

LLM Parameters for Math Across Languages: Shared or Separate? ACL 2026 LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient ACL 2026 LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals ACL 2026 LLM Safety From Within: Detecting Harmful Content with Internal Representations ACL 2026 LLMs as Knowledge Graph Refiners: Mitigating Factual Inconsistencies in Generative Knowledge Extraction ACL 2026 LLMs in Sarcasm Detection? It’s elementary! (Or is it?) ACL 2026 LLM-SLM Collaborative Framework of Idiomatic Expression Generation ACL 2026 LLMSurgeon: Diagnosing Data Mixture of Large Language Models ACL 2026 LLM-VA: Resolving the Jailbreak-Overrefusal Trade-off via Vector Alignment ACL 2026 LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models ACL 2026 Localized Low-Rank Adaptation within Clustered Parameter Subspaces ACL 2026 Location Not Found: Exposing Implicit Local and Global Biases in Multilingual LLMs ACL 2026 Locket: Robust Feature-Locking Technique for Language Models ACL 2026 Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents ACL 2026 LocuPrompt at SemEval-2026 Task 7: A Multilingual Prompting Framework for Cross-Cultural Everyday Knowledge in LLMs SemEval 2026 Logical Consistency as a Bridge: Improving LLM Hallucination Detection via Label Constraint Modeling between Responses and Self-Judgments ACL 2026 Logical Phase Transitions: Understanding Collapse in LLM Logical Reasoning ACL 2026 LogicEval: A Systematic Framework for Evaluating Automated Repair Techniques for Logical Vulnerabilities in Real-World Software ACL 2026 LogosKG: Hardware-Optimized Scalable and Interpretable Knowledge Graph Retrieval ACL 2026 Long-Chain Reasoning Distillation via Adaptive Prefix Alignment ACL 2026 Long Context Modeling with Ranked Memory-Augmented Retrieval ACL 2026 Long-Context Reasoning Through Proxy-Based Chain-of-Thought Tuning ACL 2026 LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification ACL 2026 LongTutor: Benchmarking Large Language Models for Long-term Personalized Tutoring ACL 2026 LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling CVPR 2026