5 open source projects by kavgan

ROUGE automatic summarization evaluation toolkit. Support for ROUGE-[N, L, S, SU], stemming and stopwords in different languages, unicode text evaluation, CSV output.

✭ 167

java nlp metrics evaluation text-summarization

2. Nlp In Practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

✭ 790

jupyter-notebook machine-learning nlp natural-language-processing text-classification word2vec text-mining gensim tf-idf

3. OpinRank

OpinRank Dataset. Dataset containing user reviews for entities namely cars and hotels. Full reviews from Tripadvisor (~259,000 reviews) and Edmunds (~42,230 reviews)

✭ 31

dataset opinions user-reviews entity-ranking opinrank-dataset

4. phrase-at-scale

Detect common phrases in large amounts of text using a data-driven approach. Size of discovered phrases can be arbitrary. Can be used in languages other than English

✭ 115

python nlp natural-language-processing spark pyspark nlp-machine-learning phrase-extraction collocation-extraction multiword-expressions phrase-discovery multiword-extraction

5. opinosis-summarization

This repo contains code and dataset for the Opinosis Summarization Framework

✭ 49

algorithm graph graph-nlp opinosis summarization-framework opinosis-summarizer

1-5 of 5 user projects