I got my Ph.D from the University of Edinburgh. Previously I finished my M.S. at Columbia University and B.S. at Peking University.
I study large-scale generative models for human language.
Name: Yao Fu
Type: User
Bio: Know me through my code
Twitter: Francis_YAO_
Location: London
Blog: yaofu.notion.site
Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
Code and Dataset for Learning to Solve Complex Tasks by Talking to Agents
Complexity Based Prompting for Multi-Step Reasoning
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DGMs for NLP. A roadmap.
Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words
Distributional Generalization in NLP. A roadmap.
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.
Code for Arxiv 2023: Improving Language Model Negociation with Self-Play and In-Context Learning from AI Feedback
Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs
HFAI deep learning models
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
LM pretraining for generation, reading list, resources, conference mappings.
Implementation of paper Data Engineering for Scaling Language Models to 128K Context
Models built with TensorFlow
Implementation of AAAI 21 paper: Nested Named Entity Recognition with Partially Observed TreeCRFs
Implementation of INLG 19 paper: Rethinking Text Attribute Transfer: A Lexical Analysis
Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces
Must-read papers on prompt-based tuning for pre-trained language models.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
đ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. đđđ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google â¤ī¸ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.