SelSum
zshot
SelSum | zshot | |
---|---|---|
1 | 2 | |
44 | 319 | |
- | 2.2% | |
0.0 | 6.6 | |
over 2 years ago | 2 months ago | |
Python | Python | |
MIT License | MIT License |
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SelSum
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[D] How to best extract product benefits/problems from customer reviews using NLP?
https://github.com/abrazinskas/SelSum - for abstractive summarization into vertdict/pros/cons
zshot
What are some alternatives?
BERTopic - Leveraging BERT and c-TF-IDF to create easily interpretable topics.
transferlearning - Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
PyABSA - Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;
FSL-Mate - FSL-Mate: A collection of resources for few-shot learning (FSL).
NCRFpp - NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
bllip-parser - BLLIP reranking parser (also known as Charniak-Johnson parser, Charniak parser, Brown reranking parser) See http://pypi.python.org/pypi/bllipparser/ for Python module.
GoLLIE - Guideline following Large Language Model for Information Extraction
DeepKE - [EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
ARElight - Granular Viewer of Sentiments Between Entities in Massively Large Documents and Collections of Texts, powered by AREkit
healthsea - Healthsea is a spaCy pipeline for analyzing user reviews of supplementary products for their effects on health.
Stanza - Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python