yumoxu

stocknet-dataset

A comprehensive dataset for stock movement prediction from tweets and historical stock prices.

stocknet-code

Code for stock movement prediction from tweets and historical stock prices.

marge

Code for ACL 21: Generating Query Focused Summaries from Query-Free Resources

querysum

Code for EMNLP 20: Coarse-to-Fine Query Focused Multi-Document Summarization.

detnet

Code and dataset for TACL 19: Weakly Supervised Domain Detection.

oreo

lqsum

Code for TACL 22: Document Summarization with Latent Queries

pytorch-transformers

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

ZRKGC

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

BERT-QnA-Squad_2.0_Finetuned_Model

BERT which stands for Bidirectional Encoder Representations from Transformations is the SOTA in Transfer Learning in NLP.

BertSum

Code for paper Fine-tune BERT for Extractive Summarization

birch

Document ranking via sentence modeling using BERT

clads-public

XWikisCorpus, cross-lingual summarisation, multi-lingual summarisation, pre-trained language models, zero-shot and few-shot summarisation

cmu-thesis

Code for Yun Wang's PhD Thesis: Polyphonic Sound Event Detection with Weak Labeling

dl4marco-bert

DrQA

Reading Wikipedia to Answer Open-Domain Questions

ELI5

Scripts and links to recreate the ELI5 dataset.

fairseq-tagging

a Fairseq fork for sequence tagging/labeling tasks

golden-retriever

Authors' implementation of EMNLP-IJCNLP 2019 paper "Answering Complex Open-domain Questions Through Iterative Query Generation"

guided_summarization

GSum: A General Framework for Guided Neural Abstractive Summarization

MatchSum

Code for ACL 2020 paper: "Extractive Summarization as Text Matching"

Multi-News

Large-scale multi-document summarization dataset and code

PreSumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

pyrouge-1

A Python wrapper for the ROUGE summarization evaluation package

researcher

A jekyll based resume template

SummaRuNNer

The PyTorch Implementation of SummaRuNNer

unilm

UniLM - Unified Language Model Pre-training / Pre-training for NLP and Beyond

xlnet

XLNet: fine tuning on RTX 2080 GPU - 8 GB

yumoxu.github.io