Yao Fu (@FranxYao)
github

FranxYao

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Top repositories

1

chain-of-thought-hub

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
Jupyter Notebook
2,556
star
2

Deep-Generative-Models-for-Natural-Language-Processing

DGMs for NLP. A roadmap.
392
star
3

GPT-Bargaining

Code for Arxiv 2023: Improving Language Model Negociation with Self-Play and In-Context Learning from AI Feedback
Jupyter Notebook
198
star
4

dgm_latent_bow

Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words
Python
124
star
5

FlanT5-CoT-Specialization

Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.
Jupyter Notebook
122
star
6

Distributional-Generalization-in-Natural-Language-Processing

Distributional Generalization in NLP. A roadmap.
Jupyter Notebook
86
star
7

Gumbel-CRF

Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs
Python
53
star
8

PoincareProbe

Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces
Jupyter Notebook
50
star
9

Partially-Observed-TreeCRFs

Implementation of AAAI 21 paper: Nested Named Entity Recognition with Partially Observed TreeCRFs
Python
49
star
10

franxyao.github.io

35
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11

Language-Model-Pretraining-for-Text-Generation

LM pretraining for generation, reading list, resources, conference mappings.
19
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12

pivot_analysis

Implementation of INLG 19 paper: Rethinking Text Attribute Transfer: A Lexical Analysis
Python
15
star
13

RDP

Implementation of ICML 22 Paper: Scaling Structured Inference with Randomization
Jupyter Notebook
13
star
14

Complexity-Based-Prompting

Complexity Based Prompting for Multi-Step Reasoning
10
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15

prompt-handbook

Rules of Thumb ๐Ÿ‘ for Writing Good Magical Prompts
5
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16

nlu-cw2

Python
4
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17

Natural-Ansewr-Generation

Python
2
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18

Retrieval-Head-with-Flash-Attention

Efficient retrieval head analysis with triton flash attention that supports topK probability
Jupyter Notebook
2
star
19

SCAN_reproduce

Python
1
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