Large Language Models

Towards Intrinsic Interpretability of Large Language Models: A Survey of Design Principles and Architectures ACL 2026 Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization ACL 2026 Towards Privacy-Preserving Large Language Model: Text-free Inference Through Alignment and Adaptation ACL 2026 Towards Reasoning-Preserving Unlearning in Multimodal Large Language Models CVPR 2026 Towards Robust Multimodal Large Language Models Against Jailbreak Attacks CVPR 2026 Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning ACL 2026 Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression ACL 2026 Towards Stable and Effective Reinforcement Learning for Mixture-of-Experts ACL 2026 Towards Trustworthy Smart Contract Synthesis: A Multi-Agent Framework with Lean-Based Verification ACL 2026 TPA: Next Token Probability Attribution for Detecting Hallucinations in RAG ACL 2026 TRACE: Evaluating Execution Efficiency of LLM-Based Code Translation ACL 2026 Traces of Social Competence in Large Language Models CoNLL 2026 Tracing Logit Trajectories Across Layer Depth: Dataset-Level Explainability for Language Models ACL 2026 Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs ACL 2026 TRAC: Teacher-Guided Token Reward with Adaptive Calibration for Robust Policy Optimization ACL 2026 TrafficAlign: Aligning Large Language Models for Traffic Scenario Generation CVPR 2026 Traffic-R1: Reinforced LLMs Bring Human-Like Reasoning to Traffic Signal Control Systems ACL 2026 Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability ACL 2026 Trait Activation in Silicon: A Situation-Aware Framework for Psychologically Grounded Role-Playing ACL 2026 Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents ACL 2026 Trajectory Signatures of Deception in Large Language Models ACL 2026 TransLLM: A Unified Multi-Task Large Language Model for Urban Transportation via Learnable Prompting ACL 2026 TrendFact: A Benchmark Towards Hotspot Perception in Automatic Fact-Checking ACL 2026 TrendPulse: A Simple yet Efficient Framework for Capturing Viral E-Commerce Spikes via LLM-Driven Contextualization ACL 2026 TriPlay-RL: Tri-Role Self-Play Reinforcement Learning for LLM Safety Alignment ACL 2026