Domain-Specific Data Synthesis for LLMs via Minimal Sufficient Representation Learning
Paper • 2605.30039 • Published • 20
Liaozihan
Elvis-t9
AI & ML interests
LLM Embeddings, Search Agent, Recommender System
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ML-Embed: Inclusive and Efficient Embeddings for a Multilingual WorldOrganizations
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papers 6 months ago
C2LLM Technical Report: A New Frontier in Code Retrieval via Adaptive Cross-Attention Pooling
Paper • 2512.21332 • Published • 17
D2LLM: Decomposed and Distilled Large Language Models for Semantic Search
Paper • 2406.17262 • Published • 6
GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding
Paper • 2409.04183 • Published • 3
upvoted 3
papers 9 months ago
F2LLM Technical Report: Matching SOTA Embedding Performance with 6 Million Open-Source Data
Paper • 2510.02294 • Published • 48
Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code
Paper • 2311.07989 • Published • 26
E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning
Paper • 2409.06679 • Published • 5