allennlp
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A single model that parses Universal Dependencies across 75 languages. Given a sentence, jointly predicts part-of-speech tags, morphology tags, lemmas, and dependency trees.
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Dec 20, 2022 - Python
A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)
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Jun 20, 2020 - Jupyter Notebook
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
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Apr 21, 2023 - Python
This repo contains all the notebooks mentioned in blog.
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Jan 26, 2020 - Jupyter Notebook
Using pre trained word embeddings (Fasttext, Word2Vec)
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Jun 19, 2018 - Python
A framework for building semantic parsers (including neural module networks) with AllenNLP, built by the authors of AllenNLP
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Apr 8, 2022 - Python
Few-shot classification in Named Entity Recognition Task
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Dec 18, 2018 - Python
Extracting scientific claims from biomedical abstracts (powered by AllenNLP), demo:
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Jun 2, 2021 - Python
Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)
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Sep 1, 2022 - Python
Forte wrapper of third-party toolkits.
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Jan 19, 2023 - Python
AllenNLP Startup Guide
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Apr 21, 2023 - Python
Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.
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Mar 7, 2019 - Python
Code for "Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation". [AAAI 2021]
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Oct 15, 2022 - Python
Reimplementation of a BERT based model (Shi et al, 2019), currently the state-of-the-art for English SRL. This model implements also predicate disambiguation.
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Mar 19, 2022 - Perl
Cross-Lingual Alignment of Contextual Word Embeddings
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Feb 12, 2020 - Python
NLP research experiments, built on PyTorch within the AllenNLP framework.
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Mar 20, 2024 - Python
Custom Natural Language Processing with big and small models 🌲🌱
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Sep 8, 2021 - Python
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