Ningyu Zhang PRO

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upvoted a collection about 1 month ago

Memory

Collection

Prompt is text-based memory. System II prompting is updating memory. Parametric memory is long-term, while prompt-based are short-tem. • 23 items • Updated Oct 22 • 2

upvoted 2 papers about 1 month ago

LightMem: Lightweight and Efficient Memory-Augmented Generation

Paper • 2510.18866 • Published Oct 21 • 109

Executable Knowledge Graphs for Replicating AI Research

Paper • 2510.17795 • Published Oct 20 • 14

upvoted an article about 2 months ago

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Article

🛠 ML-Agents Tips & Lessons Learned (AutoMind + MLE-Bench)

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Oct 9

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5

upvoted 2 papers about 2 months ago

When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation

Paper • 2510.07238 • Published Oct 8 • 14

BiasFreeBench: a Benchmark for Mitigating Bias in Large Language Model Responses

Paper • 2510.00232 • Published Sep 30 • 15

upvoted 3 papers 2 months ago

OceanGym: A Benchmark Environment for Underwater Embodied Agents

Paper • 2509.26536 • Published Sep 30 • 34

Scaling Generalist Data-Analytic Agents

Paper • 2509.25084 • Published Sep 29 • 18

Towards Personalized Deep Research: Benchmarks and Evaluations

Paper • 2509.25106 • Published Sep 29 • 29

upvoted 2 papers 4 months ago

Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous RL

Paper • 2508.07976 • Published Aug 11 • 51

Memp: Exploring Agent Procedural Memory

Paper • 2508.06433 • Published Aug 8 • 34

upvoted a collection 4 months ago

DataMind

Collection

9 items • Updated Oct 11 • 3

upvoted a paper 4 months ago

Automating Steering for Safe Multimodal Large Language Models

Paper • 2507.13255 • Published Jul 17 • 3

upvoted 2 articles 5 months ago

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Article

从知识更新到行为调控: 基于 EasyEdit 的大模型知识编辑框架

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Jul 15

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5

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Article

Take Control of What Your LLM Knows and Does — with the EasyEdit Tool Series

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Jul 15

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6

upvoted a collection 5 months ago

KnowRL

Collection

6 items • Updated 1 day ago • 1

upvoted 4 papers 5 months ago

ReCode: Updating Code API Knowledge with Reinforcement Learning

Paper • 2506.20495 • Published Jun 25 • 9

Skywork-SWE: Unveiling Data Scaling Laws for Software Engineering in LLMs

Paper • 2506.19290 • Published Jun 24 • 52

Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study

Paper • 2506.19794 • Published Jun 24 • 8

KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality

Paper • 2506.19807 • Published Jun 24 • 7