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16 public repositories
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We address the task of learning contextualized word, sentence and document representations with a hierarchical language model by stacking Transformer-based encoders on a sentence level and subsequently on a document level and performing masked token prediction.
Updated
Jul 25, 2023
Jupyter Notebook
🍊 PAUSE (Positive and Annealed Unlabeled Sentence Embedding), accepted by EMNLP'2021 🌴
Updated
Aug 23, 2022
Python
Applying NLP to understand people's sentiment about Covid-19 and Government actions in Italy, conditional on their political affiliation.
Updated
Jan 5, 2021
Jupyter Notebook
LD Connect: A Linked Data Portal for IOS Press Scientometrics
Updated
Aug 1, 2022
JavaScript
Container-first, JSON-configurable, NLP REST service based on Flair
Updated
Oct 23, 2019
Python
An open-source framework to create and test document embeddings using topic models.
Updated
Apr 6, 2020
Python
Dive into the world of Word2Vec and Doc2Vec models to uncover insights and applications.
Updated
Mar 19, 2024
Jupyter Notebook
Improving document embedding with weighted average of word embedding through topic modeling
Experiments on Neural Language Embeddings
Updated
Sep 21, 2017
Python
Content-based book recommendation system
Updated
Jan 17, 2023
Python
Updated
Mar 15, 2021
Java
Service for producing text representations via word embeddings
Updated
Dec 8, 2022
Python
Telegram Data Clustering Contest (Bossy Gnu's submission )
Expose a Top2Vec model with a REST API.
Updated
Dec 8, 2022
Python
Document chatbot — multiple files, topics, chat windows and chat history. Powered by GPT.
Updated
Jul 21, 2023
TypeScript
Top2Vec learns jointly embedded topic, document and word vectors.
Updated
May 12, 2024
Python
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