Large Language Models

StratMem-Bench: Evaluating Strategic Memory Use in Virtual Character Conversation Beyond Factual Recall ACL 2026 STReasoner: Empowering LLMs for Spatio-Temporal Reasoning in Time Series via Spatial-Aware Reinforcement Learning ACL 2026 StriaTrace: Efficient Tracing and Diagnosis for Online LLM Inference (Operational Systems) OSDI 2026 Structured Episodic Event Memory ACL 2026 ST-Think: How Multimodal Large Language Models Reason About 4D Worlds from Ego-Centric Videos WACV 2026 Student Guides Teacher: Weak-to-Strong Inference via Spectral Orthogonal Exploration ACL 2026 SubTokenTest: A Practical Benchmark for Real-World Sub-token Understanding ACL 2026 Supercharging Packet-level Network Simulation of Large Model Training via Memoization and Fast-Forwarding NSDI 2026 Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models ACL 2026 sutta at SemEval-2026 Task 12: A Multi-Perspective Retrieve-Verify-Aggregate Framework for Abductive Event Reasoning SemEval 2026 SVHalluc: Benchmarking Speech-Vision Hallucination in Audio-Visual Large Language Models CVPR 2026 SwiftEP: Accelerating MoE Inference with Buffer Fusion and TMA Offloading NSDI 2026 Sycophantic Anchors: Localizing and Quantifying User Agreement in Reasoning Models ACL 2026 Sycophants in the Courtroom: Are LLMs Fragile to Juridical Authority and Evolving Legal Standards? ACL 2026 Sylloscope at SemEval-2026 Task 11: Decoupling Logic from Belief via DeepSeek-Enhanced Distillation in Qwen Models SemEval 2026 SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding ACL 2026 SYMPHONY: Enabling Compute-Memory Disaggregation in LLM Serving Systems NSDI 2026 Synthetic Text Detection in the Age of Large Language Models: Watermark vs. Automatic Detection ACL 2026 Synthia: Scalable Grounded Persona Generation from Social Media Data ACL 2026 SYSUpporter at SemEval-2026 Task 13: Leveraging Stylistic Signals and Language-Aware Truncation for Machine-Generated Code Detection SemEval 2026 TableMBR: Minimum Bayes Risk Table Generation Based on Structural Consistency ACL 2026 Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and Evaluation ACL 2026 TabReX: Tabular Referenceless eXplainable Evaluation ACL 2026 Tackling the Root of Misinformation by Teaching Laypeople about Logical Fallacies via Socratic Questioning and Critical Argumentation ACL 2026 TagSpeech: End-to-End Multi-Speaker ASR and Diarization with Fine-Grained Temporal Grounding ACL 2026