Jingbo Shang
- Papers
- 37
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Authored papers
37CocoaBench: Evaluating Unified Digital Agents in the Wild
arXiv 2026
BOOKMARKS: Efficient Active Storyline Memory for Role-playing
arXiv 2026
FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale
arXiv 2026
How Well Does Generative Recommendation Generalize?
arXiv 2026
Deriving Character Logic from Storyline as Codified Decision Trees
arXiv 2026
AI-native Memory 2.0: Second Me
arXiv 2025
Adaptation of Agentic AI
arXiv 2025
LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming?
arXiv 2025
Training Language Models to Generate Quality Code with Program Analysis Feedback
arXiv 2025
Text Generation Beyond Discrete Token Sampling
arXiv 2025
FrontierCS: Evolving Challenges for Evolving Intelligence
arXiv 2025
Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning
arXiv 2025
Tuning LLMs by RAG Principles: Towards LLM-native Memory
arXiv 2025
Self-Taught Agentic Long Context Understanding
arXiv 2025
Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM's Nest
arXiv 2025
Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection
arXiv 2025
A Tale of LLMs and Induced Small Proxies: Scalable Agents for Knowledge Mining
arXiv 2025
From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents
arXiv 2025
Linear Correlation in LM's Compositional Generalization and Hallucination
arXiv 2025
Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step
arXiv 2024
Vector-ICL: In-context Learning with Continuous Vector Representations
arXiv 2024
Learning a Decision Tree Algorithm with Transformers
arXiv 2024
Answer is All You Need: Instruction-following Text Embedding via Answering the Question
arXiv 2024
Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing
arXiv 2024
Incubating Text Classifiers Following User Instruction with Nothing but LLM
arXiv 2024
Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs
arXiv 2024
UniMTS: Unified Pre-training for Motion Time Series
arXiv 2024
TOOLVERIFIER: Generalization to New Tools via Self-Verification
arXiv 2024
Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models
arXiv 2024
Data Contamination Can Cross Language Barriers
arXiv 2024
Correlation and Navigation in the Vocabulary Key Representation Space of Language Models
arXiv 2024
ClusterLLM: Large Language Models as a Guide for Text Clustering
arXiv 2023
Learning Concise and Descriptive Attributes for Visual Recognition
ICCV 2023 1
Goal-Driven Explainable Clustering via Language Descriptions
arXiv 2023
Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation
arXiv 2023
EmojiLM: Modeling the New Emoji Language
arXiv 2023
UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining
ACL 2022 5
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