Mehwish FATIMA's repositories
GPT2_Summarization
Finetune GPT2 for text summarization
transformers_summarization
Transformers with beam search
pgn_modified
Pointer Generator Network-- Highly modified code (Pytorch)
bert_score
BERT score for text generation
bertviz
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
coherence-rst
Modelling discourse coherence with RST structures.
Cross-lingual-Summarization
Zero-Shot Cross-Lingual Abstractive Sentence Summarization through Teaching Generation and Attention
DSS-VAE
Generating Sentences from Disentangled Syntactic and Semantic Spaces
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
Hipo_modified
This is a modification of HipoRank.
Neural-Style
I've always been interested in Neural Style Algorithms, these are my implementations of the same.
paraphrase
Code for my senior thesis on natural language paraphrasing.
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.
redundancy_reduction_longdoc
This is the official code for the paper 'Systematically Exploring Redundancy Reduction inSummarizing Long Documents'.
rst-large-scale
RST discourse parsing with large-scale pretraining.
s2s_summarization
Abstractive summarization
t5_finetune
Using Hugging Face script and modifying it.
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.