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Foundation Models

4,845 papers

Papers per year

Papers

The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units NAACL 2025
DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ACL 2025
UltraModel: A Modeling Paradigm for Industrial Objects IJCAI 2025
Demystify Verbosity Compensation Behavior of Large Language Models EMNLP 2025
Multi-Conditional Ranking with Large Language Models NAACL 2025
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning ACL 2025
Scaling Laws for Native Multimodal Models ICCV 2025
UoB-NLP at SemEval-2025 Task 11: Leveraging Adapters for Multilingual and Cross-Lingual Emotion Detection ACL 2025
How Well Does First-Token Entropy Approximate Word Entropy as a Psycholinguistic Predictor? IJCNLP 2025
Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025
Beyond A Single AI Cluster: A Survey of Decentralized LLM Training EMNLP 2025
Tree-of-Evolution: Tree-Structured Instruction Evolution for Code Generation in Large Language Models ACL 2025
Token Activation Map to Visually Explain Multimodal LLMs ICCV 2025
Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System COLING 2025
Benchmarking LLMs for Translating Classical Chinese Poetry: Evaluating Adequacy, Fluency, and Elegance EMNLP 2025
PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation CVPR 2025
Ecstasy at BLP-2025 Task 1: TF-IDF Informed Prompt Engineering with LoRA Fine-tuning for Bangla Hate Speech Detection IJCNLP 2025
Context Length Alone Hurts LLM Performance Despite Perfect Retrieval EMNLP 2025
Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models NAACL 2025
LPDetective: Dusting the LLM Chats for Prompt Template Abusers IJCAI 2025
DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025
Components of Creativity: Language Model-based Predictors for Clustering and Switching in Verbal Fluency ACL 2025
How Reliable are Causal Probing Interventions? IJCNLP 2025
Theory of Mind in Large Language Models: Assessment and Enhancement ACL 2025
InvestAlign: Overcoming Data Scarcity in Aligning Large Language Models with Investor Decision-Making Processes Under Herd Behavior ACL 2025