Yao Fu (FranxYao)

FranxYao

Geek Repo

Company:University of Edinburgh

Location:Seattle

Home Page:https://franxyao.github.io

Twitter:@Francis_YAO_

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Yao Fu's repositories

chain-of-thought-hub

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

Language:Jupyter NotebookLicense:MITStargazers:2322Issues:40Issues:34

Long-Context-Data-Engineering

Implementation of paper Data Engineering for Scaling Language Models to 128K Context

GPT-Bargaining

Code for Arxiv 2023: Improving Language Model Negociation with Self-Play and In-Context Learning from AI Feedback

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dgm_latent_bow

Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words

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FlanT5-CoT-Specialization

Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.

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Distributional-Generalization-in-Natural-Language-Processing

Distributional Generalization in NLP. A roadmap.

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Gumbel-CRF

Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs

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PoincareProbe

Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces

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Partially-Observed-TreeCRFs

Implementation of AAAI 21 paper: Nested Named Entity Recognition with Partially Observed TreeCRFs

Language-Model-Pretraining-for-Text-Generation

LM pretraining for generation, reading list, resources, conference mappings.

pivot_analysis

Implementation of INLG 19 paper: Rethinking Text Attribute Transfer: A Lexical Analysis

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RDP

Implementation of ICML 22 Paper: Scaling Structured Inference with Randomization

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Complexity-Based-Prompting

Complexity Based Prompting for Multi-Step Reasoning

cs-self-learning

计算机自学指南

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hfai-models

HFAI deep learning models

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PromptPapers

Must-read papers on prompt-based tuning for pre-trained language models.

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CommaQA

Code and Dataset for Learning to Solve Complex Tasks by Talking to Agents

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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py-rouge

Full Python implementation of the ROUGE metric, producing same results as in the official perl implementation.

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text2sql-data

A collection of datasets that pair questions with SQL queries.

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