Large Language Models

TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation ACL 2026 Talking to a Know-It-All GPT or a Second-Guesser Claude? How Repair reveals distinct Multi-Turn Behavior in LLMs ACL 2026 TalkLoRA: Communication-Aware Mixture of Low-Rank Adaptation for Large Language Models ACL 2026 TamEdit: Trajectory-Aware Meta-Learning for Specificity-Preserving Continual Knowledge Editing ACL 2026 Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment ACL 2026 Taming Extreme Tokens: Covariance-Aware GRPO with Gaussian-Kernel Advantage Reweighting ACL 2026 Taming System Complexity: Demystifying Software Engineering Agents in Diagnosing Linux Kernel Faults ACL 2026 Taming "Zombie" Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution ACL 2026 TARE: Lightweight Token-Aware Representation Editing for Fine-tuning Transformer-like Models ACL 2026 Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios ACL 2026 Task Expansion and Cross Refinement for Open-World Conditional Modeling UAI 2026 TaskIT: Memory-Efficient Fine-Tuning of Multi-LoRA LLMs via Cross-Task Importance Transfer CVPR 2026 TaxPraBen: A Scalable Benchmark for Structured Evaluation of LLMs in Chinese Real-World Tax Practice ACL 2026 Teaching Language Models to Check Grounded Claim Factuality with Human Test-Taking Strategies ACL 2026 Teaching LLM to be Persuasive: Reward-Enhanced Policy Optimization for Alignment from Heterogeneous Rewards ACL 2026 Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs ACL 2026 Team Evaluators at SemEval-2026 Task 6: Instruction-Tuned LLMs for Clarity and Evasion Classification in Political Interviews SemEval 2026 TeamLasse at SemEval-2026 Task 3: A Hybrid Generative-Discriminative Framework for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 Team TüLK at SemEval-2026 Task 1: Humor Generation with Qwen and Group Relative Policy Optimization SemEval 2026 TeleAI at SemEval-2026 Task 13: Data-Centric Full-Parameter Fine-Tuning with Multi-Level Ensembling for Generated Code Detection SemEval 2026 Tell Model Where to Look: Mitigating Hallucinations in MLLMs by Vision-Guided Attention CVPR 2026 Temporal Sampling for Forgotten Reasoning in LLMs ACL 2026 TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation CVPR 2026 Test of Time: Rethinking Temporal Signal of Benchmark Contamination ACL 2026 Test-Time Reasoners Are Strategic Multiple-Choice Test-Takers ACL 2026