xwhan

DeepPath

code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

One-shot-Relational-Learning

Code for One-shot Relational Learning for Knowledge Graphs (EMNLP18)

Knowledge-Aware-Reader

PyTorch implementation of the ACL 2019 paper "Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader"

Extremely-Fine-Grained-Entity-Typing

PyTorch implementation of our paper "Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing" (NAACL19)

ProQA

Progressively Pretrained Dense Corpus Index for Open-Domain QA and Information Retrieval

walk_the_blocks

Implementation of Scheduled Policy Optimization for task-oriented language grouding

pylucene-bm25

Lucene open-domain QA retrieval in python

Raft-python

A Python implementation of Raft

dialogue_generation

emotional dialogue genertion

Freebase-SPARQL-server-on-AWS

Tutorial on Freebase SPARQL server setup using AWS instance

fairseq-wklm

fairseq-internal

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

.tmux

🇫🇷 Oh My Tmux! Pretty & versatile tmux configuration made with ❤️ (imho the best tmux configuration that just works)

BLINK

Entity Linker solution

EvalAI

:cloud: :rocket: :bar_chart: :chart_with_upwards_trend: Evaluating state of the art in AI

fairseq

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

longformer

Longformer: The Long-Document Transformer

multihop_dense_retrieval

Multi-hop dense retrieval for question answering

PyTorch-BigGraph

Software used for generating embeddings from large-scale graph-structured data.

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

wikidata-filter

a command-line tool to filter and format a Wikidata entities dump

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

xwhan

xwhan.github.io

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