FranxYao
PKU -> Columbia -> Edinburgh | NLP&ML | Know me through my code
University of EdinburghSeattle
Pinned Repositories
chain-of-thought-hub
Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
Deep-Generative-Models-for-Natural-Language-Processing
DGMs for NLP. A roadmap.
dgm_latent_bow
Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words
Distributional-Generalization-in-Natural-Language-Processing
Distributional Generalization in NLP. A roadmap.
FlanT5-CoT-Specialization
Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.
GPT-Bargaining
Code for Arxiv 2023: Improving Language Model Negociation with Self-Play and In-Context Learning from AI Feedback
Gumbel-CRF
Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs
Long-Context-Data-Engineering
Implementation of paper Data Engineering for Scaling Language Models to 128K Context
PoincareProbe
Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces
RDP
Implementation of ICML 22 Paper: Scaling Structured Inference with Randomization
FranxYao's Repositories
FranxYao/chain-of-thought-hub
Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
FranxYao/Deep-Generative-Models-for-Natural-Language-Processing
DGMs for NLP. A roadmap.
FranxYao/Long-Context-Data-Engineering
Implementation of paper Data Engineering for Scaling Language Models to 128K Context
FranxYao/GPT-Bargaining
Code for Arxiv 2023: Improving Language Model Negociation with Self-Play and In-Context Learning from AI Feedback
FranxYao/dgm_latent_bow
Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words
FranxYao/FlanT5-CoT-Specialization
Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.
FranxYao/Distributional-Generalization-in-Natural-Language-Processing
Distributional Generalization in NLP. A roadmap.
FranxYao/Gumbel-CRF
Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs
FranxYao/PoincareProbe
Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces
FranxYao/Partially-Observed-TreeCRFs
Implementation of AAAI 21 paper: Nested Named Entity Recognition with Partially Observed TreeCRFs
FranxYao/franxyao.github.io
FranxYao/Language-Model-Pretraining-for-Text-Generation
LM pretraining for generation, reading list, resources, conference mappings.
FranxYao/pivot_analysis
Implementation of INLG 19 paper: Rethinking Text Attribute Transfer: A Lexical Analysis
FranxYao/RDP
Implementation of ICML 22 Paper: Scaling Structured Inference with Randomization
FranxYao/Complexity-Based-Prompting
Complexity Based Prompting for Multi-Step Reasoning
FranxYao/nlu-cw2
FranxYao/Natural-Ansewr-Generation
FranxYao/cs-self-learning
计算机自学指南
FranxYao/hfai-models
HFAI deep learning models
FranxYao/PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
FranxYao/SCAN_reproduce
FranxYao/CommaQA
Code and Dataset for Learning to Solve Complex Tasks by Talking to Agents
FranxYao/Drone-Motion-Tracking
FranxYao/emotion_transform
FranxYao/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
FranxYao/FranxYao
FranxYao/memNN-LM
FranxYao/Multi-Vehicle-Multi-Peroid-Dynamic-Tabu-Search
FranxYao/py-rouge
Full Python implementation of the ROUGE metric, producing same results as in the official perl implementation.
FranxYao/text2sql-data
A collection of datasets that pair questions with SQL queries.