Zarmeen's starred repositories

Trusted-AI-Build-Explainable-ML-Models-using-AIX360

Imagine boarding the Titanic in 2021, and you have provided all your details as a passenger to the captain. There is are three people involved, the data scientist, captain and the passenger. Imagine the company who has built Titanic has created a machine ML model to predict the rate of survival of the passengers, in case of a disaster. The job of the data scientist is to make a model that is explainable to the passengers who are not technical, and that they get the answer about the reasons why they may not survive.

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CL-for-Pakistani-Languages-May-2020

The online sessions will be held to discuss and collaborate about computational linguistic for Pakistani languages.

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Urdu-NER

The code that was shared at Urdu NER workshop held at CLT20, Lahore. It contains code/data for training an Urdu word2vec and using it in NER.

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chowmein

Automatic labeling for topic model

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Roman-Urdu-Dataset

Compilation of Manually Tagged Roman Urdu Dataset (Urdu written in Latin/Roman Script), along with other helpful Roman Urdu NLP resources

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vecmap

A framework to learn cross-lingual word embedding mappings

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Word-Similarity-Datasets-for-Indian-Languages

Cite: http://www.aclweb.org/anthology/W/W17/W17-08.pdf#page=103

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TAKG

The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"

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sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

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word-benchmarks

Benchmarks for intrinsic word embeddings evaluation.

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word-embeddings-benchmarks

Package for evaluating word embeddings

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bilm-tf

Tensorflow implementation of contextualized word representations from bi-directional language models

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ELMoForManyLangs

Pre-trained ELMo Representations for Many Languages

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indic-trans

The project aims on adding a state-of-the-art transliteration module for cross transliterations among all Indian languages including English.

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tf-transliteration

TensorFlow implementation of Google i18n Transliteration Model

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translit-rnn

Automatic transliteration with LSTM

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deep-trans

Transliterating English to Hindi using Recurrent Neural Networks

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NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

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CS291K

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

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gluon-nlp

NLP made easy

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textacy

NLP, before and after spaCy

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finetune

Scikit-learn style model finetuning for NLP

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decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

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transfer

Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks

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pyhmm

HMM Implementation in Python

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USCorpus

Urdu Summary Corpus and Software Tools Version 1.0

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SemEval2018-Task3

This is the Github repository for SemEval-2018 Task 3

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irony-detection

System for irony detection in product reviews

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InferSent

InferSent sentence embeddings

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Gooey

Turn (almost) any Python command line program into a full GUI application with one line

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