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Foundation Models

4845 directly classified papers

Papers per year

Papers

NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025

PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025

Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ACL 2025

More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning EMNLP 2025

Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications EMNLP 2025

Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025

LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025

Speed Up Your Code: Progressive Code Acceleration Through Bidirectional Tree Editing ACL 2025

A Semantic Framework for Neurosymbolic Computation (Abstract Reprint) IJCAI 2025

Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking ACL 2025

Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System ACL 2025

Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond IJCAI 2025

Select-then-Route : Taxonomy guided Routing for LLMs EMNLP 2025

Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models ACL 2025

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory ACL 2025

Classifying and Tracking International Aid Contribution Towards SDGs IJCAI 2025

Gödel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement ACL 2025

LLMs Caught in the Crossfire: Malware Requests and Jailbreak Challenges ACL 2025

Language-Conditioned Open-Vocabulary Mobile Manipulation with Pretrained Models IJCAI 2025

FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025

SLOT: Structuring the Output of Large Language Models EMNLP 2025

Classifier-Augmented Generation for Structured Workflow Prediction EMNLP 2025

Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ACL 2025

SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation ACL 2025

Language-Based Bayesian Optimization Research Assistant (BORA) IJCAI 2025