mehwishfatimah Goto Github PK

abstractive-summarization-with-transfer-learning

Abstractive summarisation using Bert as encoder and Transformer Decoder

author_profiling

Implementation of stylometery and content based methods using weka

bert_score

BERT score for text generation

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

bilstm_stagging

bi-LSTM TAG Supertagging

bottom-up-summary-1

coherence-rst

Modelling discourse coherence with RST structures.

cross-lingual-summarization

Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention

data_processing

dss-vae

Generating Sentences from Disentangled Syntactic and Semantic Spaces

effective_extractive_summarization

Code for ACL 2019 paper: "Searching for Effective Neural Extractive Summarization: What Works and What's Next"

emnlp19-moverscore

MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance

ext_summ_disco_tree_attn

This is the official code for the paper 'Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help !' (CODI at EMNLP 2020)

extsumm_local_global_context

This is the official code for Extractive Summarization of Long Documents by Combining Global and Local Context

files2rouge

Calculating ROUGE score between two files (line-by-line)

gpt2_summarization

Finetune GPT2 for text summarization

hipo_modified

This is a modification of HipoRank.

kis_modified

long-summarization

Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"

mehwishfatima

multi-news

Large-scale multi-document summarization dataset and code

neural-style

I've always been interested in Neural Style Algorithms, these are my implementations of the same.

neurosat

NeuroSAT: Learning a SAT Solver from Single-Bit Supervision

paraphrase

Code for my senior thesis on natural language paraphrasing.

pgn_modified

Pointer Generator Network-- Highly modified code (Pytorch)

presumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

pytorch-tutorials-examples-and-books

PyTorch1.x tutorials, examples and some books I found 【不定期更新中】整理的PyTorch 1.x 最新版教程、例子和书籍

pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

redundancy_reduction_longdoc

This is the official code for the paper 'Systematically Exploring Redundancy Reduction inSummarizing Long Documents'.