ldruth's repositories
AmbigQA
AmbigQA: Answering Ambiguous Open-domain Questions
bart-closed-book-qa
A BART version of an open-domain QA model in a closed-book setup
bert
TensorFlow code and pre-trained models for BERT
bert-as-service
Mapping a variable-length sentence to a fixed-length vector using BERT model
bi-att-flow
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.
capsule-mrc
基于capsule的观点型阅读理解模型
CQG
The codes for ACL2022 paper “CQG: A Simple and Effective Controlled Generation Framework for Multi-hop Question Generation
DecomP
Repository for Decomposed Prompting
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
Diffusion-LM-
Diffusion-LM
distance-encoding
Distance Encoding for GNN Design
FlowQA
Implementation of conversational QA model: FlowQA (with slight improvement)
graph_nets
Build Graph Nets in Tensorflow
KdConv
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation
LARK
LAnguage Representations Kit
mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
PrefixTuning
Prefix-Tuning: Optimizing Continuous Prompts for Generation
PRMLT
Matlab code for machine learning algorithms in book PRML
pyHGT
Pytorch Code for WWW'20 "Heterogeneous Graph Transformer", which is based on pytorch_geometric
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
ReAct
[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models
SG-Deep-Question-Generation
This repository contains code and models for the paper: Semantic Graphs for Generating Deep Questions (ACL 2020).
Task-Oriented-Dialogue-Dataset-Survey
A dataset survey about task-oriented dialogue, including recent datasets.
tensorflow
An Open Source Machine Learning Framework for Everyone
transferlearning-tutorial
《迁移学习简明手册》LaTex源码
transformer
A TensorFlow Implementation of the Transformer: Attention Is All You Need