Steering Language Model Goals with Value Transplant

Repo for "Adaptation of Agentic AI"

🚀 Ultra Recipe for Training Long-Horizon Search Agents - matching frontier AI's search capability with a 20B model + stateful harness

RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation

My personal repository

[EMNLP'25] s3 - ⚡ Efficient & Effective Search Agent Training via RL for RAG (RLVR for Search with Minimal Data)

[COLM’25] DeepRetrieval — 🔥 Training Search Agent by RLVR with Retrieval Outcome

[NeurIPS'24] Knowledge Graph Fine-Tuning using LLMs

[ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval

[AAAI'25] Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations

[ICLR'24] Enhancing Healthcare Predictions with Personalized Knowledge Graphs

TxBKG - Knowledge Graph Generation for Any PDFs

[NAACL'24] Evaluate Generative Relation Extraction

[ACL'23] Open KG Completion with PLM (Bridging Text Mining and Prompt Engineering)

Graph as a Node - Integrating Biochemical Knowledge Graph into Pre-Training Molecule Graph Neural Network through Contrastive Learning

Document classification with CatE embedding