Large Language Models

Toxicity Red-Teaming: Benchmarking LLM Safety in Singapore’s Low-Resource Languages EMNLP 2025 TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees ICLR 2025 TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning EMNLP 2025 TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation ICML 2025 TRACE: Temporal Grounding Video LLM via Causal Event Modeling ICLR 2025 Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions ACL 2025 Tracing Multilingual Factual Knowledge Acquisition in Pretraining EMNLP 2025 Tracking Evolving Relationship Between Characters in Books in the Era of Large Language Models NAACL 2025 Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025 Tracr-Injection: Distilling Algorithms into Pre-trained Language Models ACL 2025 TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-Judge ACL 2025 Trade-offs in Data Memorization via Strong Data Processing Inequalities COLT 2025 Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning ACL 2025 Training Language Models to Critique With Multi-agent Feedback EMNLP 2025 Training Language Model to Critique for Better Refinement ACL 2025 Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025 Training LLMs for Optimization Modeling via Iterative Data Synthesis and Structured Validation EMNLP 2025 Training on the Benchmark Is Not All You Need AAAI 2025 Training with “Paraphrasing the Original Text” Teaches LLM to Better Retrieve in Long-Context Tasks AAAI 2025 Transferable Direct Prompt Injection via Activation-Guided MCMC Sampling EMNLP 2025 Transferring Extreme Subword Style Using Ngram Model-Based Logit Scaling NAACL 2025 Transformer-based Causal Language Models Perform Clustering NAACL 2025 Transformers Can Model Human Hyperprediction in Buzzer Quiz NAACL 2025 Transforming Code Understanding: Clustering-Based Retrieval for Improved Summarization in Domain-Specific Languages COLING 2025 Transforming Podcast Preview Generation: From Expert Models to LLM-Based Systems ACL 2025