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Foundation Models

4845 directly classified papers

Papers per year

Papers

Automated Structured Radiology Report Generation ACL 2025
Delta-KNN: Improving Demonstration Selection in In-Context Learning for Alzheimer’s Disease Detection ACL 2025
Reliable and Diverse Hierarchical Adapter for Zero-shot Video Classification IJCAI 2025
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025
Writing Like the Best: Exemplar-Based Expository Text Generation ACL 2025
Balancing the Budget: Understanding Trade-offs Between Supervised and Preference-Based Finetuning ACL 2025
Classifier-Augmented Generation for Structured Workflow Prediction EMNLP 2025
On Many-Shot In-Context Learning for Long-Context Evaluation ACL 2025
Pre-Training Curriculum for Multi-Token Prediction in Language Models ACL 2025
Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025
Zero-knowledge LLM hallucination detection and mitigation through fine-grained cross-model consistency EMNLP 2025
Z1: Efficient Test-time Scaling with Code EMNLP 2025
Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective ACL 2025
LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models ACL 2025
Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings EMNLP 2025
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models ACL 2025
Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language ACL 2025
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications EMNLP 2025
SEARA: An Automated Approach for Obtaining Optimal Retrievers EMNLP 2025
Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States ACL 2025
MobiLoRA: Accelerating LoRA-based LLM Inference on Mobile Devices via Context-aware KV Cache Optimization ACL 2025
FoMo: Multi-Modal, Multi-Scale and Multi-Task Remote Sensing Foundation Models for Forest Monitoring AAAI 2025
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs ACL 2025
Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions ACL 2025
ObjVariantEnsemble: Advancing Point Cloud LLM Evaluation in Challenging Scenes with Subtly Distinguished Objects AAAI 2025