FranxYao

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/chain-of-thought-hub

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

FranxYao/Long-Context-Data-Engineering

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

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

DGMs for NLP. A roadmap.

FranxYao/GPT-Bargaining

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

FranxYao/FlanT5-CoT-Specialization

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

FranxYao/dgm_latent_bow

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

FranxYao/Distributional-Generalization-in-Natural-Language-Processing

Distributional Generalization in NLP. A roadmap.

FranxYao/PoincareProbe

Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces

FranxYao/Gumbel-CRF

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

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/Complexity-Based-Prompting

Complexity Based Prompting for Multi-Step Reasoning

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/Retrieval-Head-with-Flash-Attention

Efficient retrieval head analysis with triton flash attention that supports topK probability

FranxYao/nlu-cw2

FranxYao/Natural-Ansewr-Generation

FranxYao/cs-self-learning

计算机自学指南

FranxYao/Drone-Motion-Tracking

FranxYao/hfai-models

HFAI deep learning models

FranxYao/LongVA-extend

Long Context Transfer from Language to Vision

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/emotion_transform

FranxYao/fairseq

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

FranxYao/FranxYao

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.