Foundation Models

Language-to-Space Programming for Training-Free 3D Visual Grounding EMNLP 2025 Large Language and Reasoning Models are Shallow Disjunctive Reasoners ACL 2025 Large Language Model Meets Graph Neural Network in Knowledge Distillation AAAI 2025 Large Language Models and Children Have Different Learning Trajectories in Determiner Acquisition EMNLP 2025 Large Language Models are Good Relational Learners ACL 2025 Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning COLING 2025 Large Language Models as Realistic Microservice Trace Generators EMNLP 2025 Large Language Models for Causal Discovery: Current Landscape and Future Directions IJCAI 2025 Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization EMNLP 2025 Large Language Models in Bioinformatics: A Survey ACL 2025 Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions EMNLP 2025 Large Temporal Models: Unlocking Temporal Understanding in LLMs for Temporal Relation Classification IJCNLP 2025 Large (Vision) Language Models are Unsupervised In-Context Learners ICLR 2025 LASER: An LLM-based ASR Scoring and Evaluation Rubric EMNLP 2025 Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging SemEval 2025 LATE-GIL-nlp at Semeval-2025 Task 10: Exploring LLMs and transformers for Characterization and extraction of narratives from online news SemEval 2025 Latent Inter-User Difference Modeling for LLM Personalization EMNLP 2025 LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models ACL 2025 Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning ICCV 2025 LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation EMNLP 2025 LaVin-DiT: Large Vision Diffusion Transformer CVPR 2025 Law of the Weakest Link: Cross Capabilities of Large Language Models ICLR 2025 LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models EMNLP 2025 LCIRC: A Recurrent Compression Approach for Efficient Long-form Context and Query Dependent Modeling in LLMs NAACL 2025 LEAF: Large Language Diffusion Model for Time Series Forecasting EMNLP 2025