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ydeng9 

updated a collection about 18 hours ago

DuoGuard Models

Collection

1 item • Updated about 18 hours ago

ydeng9 

authored a paper 3 months ago

Flow-DPO: Improving LLM Mathematical Reasoning through Online Multi-Agent Learning

Paper • 2410.22304 • Published Oct 29, 2024 • 17

yuyangy 

authored 8 papers 4 months ago

CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning

Paper • 2303.03323 • Published Mar 6, 2023 • 1

Interpreting CNNs via Decision Trees

Paper • 1802.00121 • Published Feb 1, 2018

Unsupervised Learning of Neural Networks to Explain Neural Networks

Paper • 1805.07468 • Published May 18, 2018

Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality

Paper • 2310.06982 • Published Oct 10, 2023

Robust Learning with Progressive Data Expansion Against Spurious Correlation

Paper • 2306.04949 • Published Jun 8, 2023

SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models

Paper • 2403.07384 • Published Mar 12, 2024 • 1

AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies

Paper • 2407.17436 • Published Jul 11, 2024

SecCodePLT: A Unified Platform for Evaluating the Security of Code GenAI

Paper • 2410.11096 • Published Oct 14, 2024 • 12

ydeng9 

authored 2 papers 7 months ago

Enhancing Large Vision Language Models with Self-Training on Image Comprehension

Paper • 2405.19716 • Published May 30, 2024

MIRAI: Evaluating LLM Agents for Event Forecasting

Paper • 2407.01231 • Published Jul 1, 2024 • 17

ydeng9 

posted an update 7 months ago

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Check out our new benchmark paper on LLM agents for global events forecasting! MIRAI: Evaluating LLM Agents for Event Forecasting (2407.01231)

📜 Arxiv: https://arxiv.org/abs/2407.01231
🔗 Project page: https://mirai-llm.github.io
💻 GitHub Repo: https://github.com/yecchen/MIRAI
📁 Dataset: https://drive.google.com/file/d/1xmSEHZ_wqtBu1AwLpJ8wCDYmT-jRpfrN/view?usp=sharing
📊 Interactive Demo Notebook: https://colab.research.google.com/drive/1QyqT35n6NbtPaNtqQ6A7ILG_GMeRgdnO?usp=sharing

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ydeng9 

authored a paper 12 months ago

Mitigating Object Hallucination in Large Vision-Language Models via Classifier-Free Guidance

Paper • 2402.08680 • Published Feb 13, 2024 • 1

ydeng9 

authored 5 papers about 1 year ago

Robust Learning with Progressive Data Expansion Against Spurious Correlation

Paper • 2306.04949 • Published Jun 8, 2023

Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves

Paper • 2311.04205 • Published Nov 7, 2023 • 5

Towards Understanding Mixture of Experts in Deep Learning

Paper • 2208.02813 • Published Aug 4, 2022 • 1

Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP

Paper • 2310.00927 • Published Oct 2, 2023 • 1

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Paper • 2401.01335 • Published Jan 2, 2024 • 64

yuyangy 

authored a paper over 1 year ago

Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning

Paper • 2304.03916 • Published Apr 8, 2023