Yao Fu
Yao Fu
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
Gumbel-CRF
Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs
Distributional-Generalization-in-Natural-Language-Processing
Distributional Generalization in NLP. A roadmap.
Language-Model-Pretraining-for-Text-Generation
LM pretraining for generation, reading list, resources, conference mappings.
Partially-Observed-TreeCRFs
Implementation of AAAI 21 paper: Nested Named Entity Recognition with Partially Observed TreeCRFs
pivot_analysis
Implementation of INLG 19 paper: Rethinking Text Attribute Transfer: A Lexical Analysis
PoincareProbe
Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces
chain-of-thought-hub
Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
FlanT5-CoT-Specialization
Implementation of ICML 23 Paper: Specializing Smaller Language Models towards Multi-Step Reasoning.