Large Language Models

LAST SToP for Modeling Asynchronous Time Series ICML 2025 Latent Inter-User Difference Modeling for LLM Personalization EMNLP 2025 Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes ICML 2025 Latent Thought Models with Variational Bayes Inference-Time Computation ICML 2025 LAuReL: Learned Augmented Residual Layer ICML 2025 LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation EMNLP 2025 LAW: Legal Agentic Workflows for Custody and Fund Services Contracts COLING 2025 Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment EMNLP 2025 Layer by Layer: Uncovering Hidden Representations in Language Models ICML 2025 Layer Duplication in LLMs EMNLP 2025 Layer-wise Alignment: Examining Safety Alignment Across Image Encoder Layers in Vision Language Models ICML 2025 Layerwise Recurrent Router for Mixture-of-Experts ICLR 2025 Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers ICCV 2025 LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models EMNLP 2025 L-CiteEval: A Suite for Evaluating Fidelity of Long-context Models ACL 2025 LCTeam at SemEval-2025 Task 3: Multilingual Detection of Hallucinations and Overgeneration Mistakes Using XLM-RoBERTa SemEval 2025 LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models EMNLP 2025 Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers EMNLP 2025 Lean and Mean Adaptive Optimization via Subset-Norm and Subspace-Momentum with Convergence Guarantees ICML 2025 LEAP & LEAN: Look-ahead Planning and Agile Navigation for LLM Agents ACL 2025 Learn and Unlearn: Addressing Misinformation in Multilingual LLMs EMNLP 2025 Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning ICML 2025 Learning a Continue-Thinking Token for Enhanced Test-Time Scaling IJCNLP 2025 Learning and Evaluating Factual Clarification Question Generation Without Examples ACL 2025 Learning API Functionality from In-Context Demonstrations for Tool-based Agents EMNLP 2025