Shang Data Lab @UCSD

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YWZBrandon 

authored a paper 23 days ago

MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge

Paper • 2507.21183 • Published 27 days ago • 13

fengyao1909 

authored a paper 2 months ago

Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective

Paper • 2506.14965 • Published Jun 17 • 49

shangjingbo 

authored a paper 2 months ago

LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming?

Paper • 2506.11928 • Published Jun 13 • 24

fengyao1909 

authored a paper 3 months ago

Training Language Models to Generate Quality Code with Program Analysis Feedback

Paper • 2505.22704 • Published May 28 • 13

shangjingbo 

authored a paper 3 months ago

Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection

Paper • 2505.12306 • Published May 18 • 4

KomeijiForce 

authored a paper 3 months ago

Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection

Paper • 2505.12306 • Published May 18 • 4

YWZBrandon 

authored 2 papers 3 months ago

Attention Reveals More Than Tokens: Training-Free Long-Context Reasoning with Attention-guided Retrieval

Paper • 2503.09819 • Published Mar 12

Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning

Paper • 2503.07018 • Published Mar 10

shangjingbo 

authored a paper 5 months ago

AI-native Memory 2.0: Second Me

Paper • 2503.08102 • Published Mar 11 • 13

KomeijiForce 

authored 5 papers 6 months ago

Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM's Nest

Paper • 2502.11275 • Published Feb 16 • 7

Generating Efficient Training Data via LLM-based Attribute Manipulation

Paper • 2307.07099 • Published Jul 14, 2023 • 1

Incubating Text Classifiers Following User Instruction with Nothing but LLM

Paper • 2404.10877 • Published Apr 16, 2024

Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing

Paper • 2405.07726 • Published May 13, 2024

Answer is All You Need: Instruction-following Text Embedding via Answering the Question

Paper • 2402.09642 • Published Feb 15, 2024 • 1

chenyang-an 

authored a paper 6 months ago

Linear Correlation in LM's Compositional Generalization and Hallucination

Paper • 2502.04520 • Published Feb 6 • 11

KomeijiForce 

authored a paper 6 months ago

Linear Correlation in LM's Compositional Generalization and Hallucination

Paper • 2502.04520 • Published Feb 6 • 11

shangjingbo 

authored 4 papers 6 months ago

Critique Ability of Large Language Models

Paper • 2310.04815 • Published Oct 7, 2023 • 1

Fast-ELECTRA for Efficient Pre-training

Paper • 2310.07347 • Published Oct 11, 2023 • 2

Text Is All You Need: Learning Language Representations for Sequential Recommendation

Paper • 2305.13731 • Published May 23, 2023 • 1

Goal-Driven Explainable Clustering via Language Descriptions

Paper • 2305.13749 • Published May 23, 2023