Yao Fu's 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.
GPT-Bargaining
Code for Arxiv 2023: Improving Language Model Negociation with Self-Play and In-Context Learning from AI Feedback
dgm_latent_bow
Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words
FlanT5-CoT-Specialization
Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.
Distributional-Generalization-in-Natural-Language-Processing
Distributional Generalization in NLP. A roadmap.
Gumbel-CRF
Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs
PoincareProbe
Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces
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
Complexity-Based-Prompting
Complexity Based Prompting for Multi-Step Reasoning
cs-self-learning
计算机自学指南
hfai-models
HFAI deep learning models
PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
text2sql-data
A collection of datasets that pair questions with SQL queries.