apomath

AI & ML interests

None defined yet.

xw27

authored a paper 8 months ago

SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

Paper • 2307.10635 • Published Jul 20, 2023 • 9

ydeng9

authored a paper 8 months ago

OpenVLThinker: An Early Exploration to Complex Vision-Language Reasoning via Iterative Self-Improvement

Paper • 2503.17352 • Published Mar 21 • 24

ydeng9

authored a paper 10 months ago

DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails

Paper • 2502.05163 • Published Feb 7 • 23

ydeng9

authored a paper about 1 year ago

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

Paper • 2410.22304 • Published Oct 29, 2024 • 18

ydeng9

authored 2 papers over 1 year 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 • 18

ydeng9

posted an update over 1 year ago

Post

1678

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

ydeng9

authored 6 papers almost 2 years ago

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

Paper • 2402.08680 • Published Feb 13, 2024 • 1

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 • 68