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166 search results found

Laser ⭐ 3,460

Language-Agnostic SEntence Representations

Chatbot Retrieval ⭐ 1,545

Dual LSTM Encoder for Dialog Response Generation

Ubuntu Ranking Dataset Creator ⭐ 570

A script that creates train, valid and test datasets for the ranking task from Ubuntu corpus dialogs.

Document_cluster ⭐ 440

A guide to document clustering in Python

Malaysian Dataset ⭐ 263

We gather Malaysian dataset! https://malaysian-dataset.readthedocs.io/en/latest

Links to Russian corpora + Python functions for loading and parsing

Germanwordembeddings ⭐ 224

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

Parsbert ⭐ 222

🤗 ParsBERT: Transformer-based Model for Persian Language Understanding

Robbert ⭐ 180

A Dutch RoBERTa-based language model

Asrframe ⭐ 155

An Automatic Speech Recognition Frame ，一个中文语音识别的完整框架，提供了多个模型

Emobank ⭐ 154

This repository contains EmoBank, a large-scale text corpus manually annotated with emotion according to the psychological Valence-Arousal-Dominance scheme.

Gossiping Chinese Corpus ⭐ 136

PTT 八卦版問答中文語料

Fairseq Zh En ⭐ 110

NMT for chinese-english using fairseq

Weak Supervision For Ner ⭐ 97

Framework to learn Named Entity Recognition models without labelled data using weak supervision.

Bitcoin Value Predictor ⭐ 90

[NOT MAINTAINED] Predicting Bit coin price using Time series analysis and sentiment analysis of tweets on bitcoin

Gutenberg Poetry Corpus ⭐ 83

A corpus of poetry from Project Gutenberg

Supervised learning for novelty detection in text

Wasabidataset ⭐ 73

Repo for the Wasabi datasets

Turkish Parliament Texts ⭐ 61

The transcripts of Grand National Assembly of Turkish Parliament (TBMM) meetings which span nearly a century between 1920 and 2015.

Vietnamese Electra ⭐ 59

Electra pre-trained model using Vietnamese corpus

Nlp For Hindi ⭐ 59

State of the Art Language models and Classifier for Hindi language (spoken in Indian sub-continent)

Wisesight Sentiment ⭐ 53

Thai Social Media Sentiment Dataset

Broad_twitter_corpus ⭐ 52

The Broad Twitter Corpus, an NER dataset in English stratified for time, location, social media genre, socioeconomic factors

Turkish Glove ⭐ 51

Türkçe GloVe - Repository for Turkish GloVe Word Embeddings

Repository for student projects within biomedical text mining from Lund University

Recurrent Neural Networks Intro ⭐ 42

Implementation of RNN in Python

Nlp Qrmine ⭐ 40

Qualitative Research support tools in Python

Corpus To Graph Ml ⭐ 39

This repository contains machine learning related work for the corpus to graph project, including Jupyter research notebooks and a Flask webservice to host the model

Corpus Db ⭐ 38

A textual corpus database for the digital humanities.

Named Entity Recognition Template ⭐ 38

Build a deep learning model for predicting the named entities from text.

Word2vec ⭐ 38

訓練中文詞向量 Word2vec, Word2vec was created by a team of researchers led by Tomas Mikolov at Google.

Topic Labeling ⭐ 35

The project proposes a framework to apply topic models on a text-corpus and eventually topic labels on the generated topics.

Tomodapi ⭐ 35

Train, evaluate, and use different unsupervised topic modelling algorithms using a RESTful API.

Code inspired by Unsupervised Machine Translation Using Monolingual Corpora Only

Shabby Pages ⭐ 34

ShabbyPages is a state-of-the-art corpus of born-digital document images with both ground truth and distorted versions appropriate for use in training models to reverse distortions and recover to original denoised documents.

Align Linguistic Alignment ⭐ 33

Python library for extracting quantitative, reproducible metrics of multi-level alignment between two speakers in naturalistic language corpora.

Dl4mt Simul Trans ⭐ 32

Generating Text Small Corpus ⭐ 29

Generating style-specific text from a small corpus of 2.5k sentences using a pre-trained language model. Code in PyTorch

Chatbot Retrieval ⭐ 29

implement retrieval-based chatbot. see more in this [blog](http://blog.csdn.net/Irving_zhang/article/d

Corpus of Online Medical EnTities: the cometA corpus

DrFAQ is a plug-and-play question answering NLP chatbot that can be generally applied to any organisation's text corpora.

Nlp For Tamil ⭐ 26

State of the Art Language models and Classifier for Tamil language (spoken in India, and few other South Asian countries)

Using NLTK to run an analysis on the Harry Potter corpus - different versions of this talk were given at Codeland in NYC and DjangoCon US in San Diego in 2018.

Retrieval Based_chatbot ⭐ 24

Ml You Can Use ⭐ 24

Practical ML and NLP with examples.

Word2veclite ⭐ 24

Python implementation of Word2Vec

Chinese Gpt ⭐ 23

Chinese Transformer Generative Pre-Training Model

How I Extracted Ted Talks For Parallel Corpus ⭐ 22

Deepsentipers ⭐ 22

Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"

Arxiv Manatee Publicupdates ⭐ 22

This will be a public page to inform about updates to our models being developed to search through Arxiv-Sanity papers

Namu_wiki_db_preprocess ⭐ 22

A python script to convert namu wiki database to huge Korean language corpus

Un General Debates ⭐ 20

Analysis and experiments on the UN General Debate corpus

Text Scraping Document Clustering Topic Modeling ⭐ 19

The objective of this project is to scrape a corpus of news articles from a set of web pages, pre-process the corpus, and then to apply unsupervised clustering algorithms to explore and summarise the contents of the corpus. Part 1. Text Data Scraping This part of the project should be implemented as a Python script 1. Identify the URLs for all news articles listed on the website: http://mlg.ucd.ie/modules/COMP41680/news/index.htm 2. Retrieve all web pages corresponding to these article URLs.

Depression Detection In Speech ⭐ 17

Detecting depression in a conversation using Convolutional Neral Network

Plot To Poem ⭐ 17

"Translate" a plot from Mark Riedl's WikiPlots corpus into a poem. For NaPoGenMo 2017.

Icytranslate_offline ⭐ 17

The offline part of icytranslate(a english-chinese translate platform) ,the output of this project should be a translate model

Core Stories ⭐ 16

All the notebooks for the analysis of Emotional Arcs within the Project Gutenberg corpus, see "The emotional arcs of stories are dominated by six basic shapes"

Haikurnn ⭐ 16

A project to generate haikus with recurrent neural networks while enforcing the 5-7-5 syllable structure

Biobertpt ⭐ 16

Biomedical and Clinical BERT for Portuguese Language

Brookings Nlp ⭐ 16

Teaching materials for the text analytics course

Searchbetter ⭐ 16

SearchBetter: query rewriting for search engines on small corpuses (Harvard research project)

Corpus Driven Narrative Generation ⭐ 15

Thoughts toward and tutorial on corpus-driven narrative generation

Govuk Lda Tagger ⭐ 15

An experiment of using the LDA machine learning algorithm to generate topics from documents and tag them with those topics

Sentiment.datalogue ⭐ 14

Sentiment analysis challenge for Datalogue recruiting

Albert_finetune_with_pretrain_on_custom_corpus ⭐ 14

1. Pretrain Albert on custom corpus 2. Finetune the pretrained Albert model on downstream task

Pylighter ⭐ 14

Annotation tool on Jupyter for Named Entity Recognition tasks

Tacotron Chinese ⭐ 14

Metaphor Paraphrase ⭐ 14

German2vec ⭐ 13

Language Model and Text Classification for German Language using Deep Learning

Prachathai 67k ⭐ 13

News Article Corpus from Prachathai.com

Nanotext ⭐ 13

Proteins as words, genomes as documents.

Cnn Ld Tf ⭐ 13

Convolutional Neural Network for Language Detection in Tensorflow

Spanishtransformerxl ⭐ 12

Language model trained on wiki corpus (500M tokens) with fastai v1 acc>42.3% len(vocab)=60K

Capstone ⭐ 12

Creation of LDA (Latent Dirichlet Allocation) Topic Model on corpus of books harvested from Project Gutenberg

Nasslli2018 Corpus Linguistics ⭐ 12

Course home for "Corpus Linguistics with Python and NLTK", part of NASSLLI 2018

Colab Gensim Mallet ⭐ 12

This repository is designed for students in DIGI405 at the University of Canterbury to do topic modeling through their browser using Google Colab. It is relevant for others who want to do topic modeling through a browser with their own corpus.

Unhealthy Conversations ⭐ 12

A corpus of comments tagged for multiple attributes of unhealthiness.

Kleis Keyphrase Extraction ⭐ 12

Kleis is a python package to label keyphrases in scientific text.

Nltweets ⭐ 12

"Our corpus is tweets."

Thaigov V2 Corpus ⭐ 11

Thai News Dataset from Thai government website.

Legalst 190 ⭐ 11

Data, Prediction, and Law

Exp Ml Bert ⭐ 11

Albert Mongolian ⭐ 11

ALBERT trained on Mongolian text corpus

Lovecraft ⭐ 11

A basic NLTK demo, using the collected works of H. P. Lovecraft as a corpus

Nmt En Tr ⭐ 11

Neural Machine Translation Between English and Turkish with pre-trained model releases

Perceive ⭐ 10

PERCEIVE is a project incubator inspired by Apache Incubator and Stack Exchange's Area 51. It serves as a staging zone repository for the project early ideas.

Gender_novels ⭐ 10

Descriptions of Gender in Novels 1770-1922

Gutenberg Analysis ⭐ 10

Analysis of gutenberg dataset

Distributional Inclusion Vector Embedding ⭐ 10

Method Name Prediction ⭐ 10

Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code'

Childes Db ⭐ 10

A SQL interface for the CHILDES child language corpora

Malayalam Speech Corpus

Deep Learning Nlp Pydata ⭐ 9

Thai Law Dataset (Act of Parliament)

Syntactic Generalization ⭐ 9

Code and data for "A Systematic Assessment of Syntactic Generalization in Neural Language Models"

Deep learning twitter bot generating funny inspirational quotes

Language Modeling ⭐ 9

Language modeling on the Penn Treebank (PTB) corpus using a trigram model with linear interpolation, a neural probabilistic language model, and a regularized LSTM.

Deep Text Eval ⭐ 9

Differnable Readability Measure Regularizer for Neural Network Automatic Text Simplification

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