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Foundation Models

4845 directly classified papers

Papers per year

Papers

Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025

HalluSearch at SemEval-2025 Task 3: A Search-Enhanced RAG Pipeline for Hallucination Detection ACL 2025

SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection ACL 2025

BMIP: Bi-directional Modality Interaction Prompt Learning for VLM IJCAI 2025

TeleAI at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection with Prompt Engineering and Data Augmentation ACL 2025

Automatic Generation of Inference Making Questions for Reading Comprehension Assessments ACL 2025

Guiding LLM-based Smart Contract Generation with Finite State Machine IJCAI 2025

AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents EMNLP 2025

DELOC: Document Element Localizer EMNLP 2025

COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content ACL 2025

MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation ACL 2025

Differentiable Prompt Learning for Vision Language Models IJCAI 2025

100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability? ACL 2025

See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models ACL 2025

FGeo-HyperGNet: Geometric Problem Solving Integrating FormalGeo Symbolic System and Hypergraph Neural Network IJCAI 2025

Too Helpful, Too Harmless, Too Honest or Just Right? EMNLP 2025

NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM ACL 2025

EXECUTE: A Multilingual Benchmark for LLM Token Understanding ACL 2025

TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories IJCAI 2025

LAMB: A Training-Free Method to Enhance the Long-Context Understanding of SSMs via Attention-Guided Token Filtering ACL 2025

HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models ACL 2025

Automated Detection of Pre-training Text in Black-box LLMs IJCAI 2025

V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat EMNLP 2025

Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation EMNLP 2025

SEMMA: A Semantic Aware Knowledge Graph Foundation Model EMNLP 2025