Officially supported AllenNLP models

nlp pytorch allennlp

• Updated Nov 24, 2022
• Python

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!

natural-language-processing transformers pytorch metric-learning representation-learning semantic-search sentence-similarity sentence-embeddings allennlp self-supervised-learning contrastive-learning semantic-text-similarity

• Updated Apr 21, 2023
• Python

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.

syntax deep-learning neural-network pytorch dependency-parser universal-dependencies allennlp

• Updated Dec 20, 2022
• Python

R-net in PyTorch, with ELMo

pytorch squad r-net allennlp

• Updated Nov 12, 2019
• Python

Using pre trained word embeddings (Fasttext, Word2Vec)

nlp word2vec classification gensim glove fair fasttext ai2 wordembedding wordembeddings glove-embeddings gensim-word2vec elmo-8 allennlp fasttext-python

• Updated Jun 19, 2018
• Python

A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)

tutorial word-embeddings allen word-vectors allennlp elmo elmo-tutorial

• Updated Jun 20, 2020
• Jupyter Notebook

Extracting scientific claims from biomedical abstracts (powered by AllenNLP)

natural-language-processing deep-learning sentence-classification allennlp

• Updated Jun 2, 2021
• Python

A framework for building semantic parsers (including neural module networks) with AllenNLP, built by the authors of AllenNLP

nlp allennlp semantic-parsers

• Updated Apr 8, 2022
• Python

Cross-Lingual Alignment of Contextual Word Embeddings

nlp pytorch bert wordembeddings crosslingual allennlp elmo zeroshot-learning contextual-embeddings

• Updated Feb 12, 2020
• Python

This repo contains all the notebooks mentioned in blog.

deep-learning cnn lstm gru style-transfer tensorflow-tutorials keras-tutorials object-detection mlp transfer-learning char-rnn bert pytorch-tutorials federated-learning allennlp cnn-visualization elmo fastai-tutorials gpt-2 transfer-learning-nlp

• Updated Jan 26, 2020
• Jupyter Notebook

NLP research experiments, built on PyTorch within the AllenNLP framework.

nlp pytorch pytorch-nlp allennlp

• Updated Mar 20, 2024
• Python

Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)

nlp tutorial deep-learning allennlp

• Updated Sep 1, 2022
• Python

Few-shot classification in Named Entity Recognition Task

nlp ner allennlp few-shot-learning prototypical-networks

• Updated Dec 18, 2018
• 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.

nlp semantic natural-language-processing transformers pytorch dataset transformer role labeling span bert shi srltagger srl semantic-role-labeling allennlp srl-annotations propbank conll2012 verbatlas

• Updated Mar 19, 2022
• Perl

Custom Natural Language Processing with big and small models 🌲🌱

nlp data-science natural-language-processing pytorch allennlp

• Updated Sep 8, 2021
• Python

Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.

nlp deep-learning pytorch rnn topic-modeling variational-inference allennlp

• Updated Mar 7, 2019
• Python

State-of-the-art NLP through transformer models in a modular design and consistent APIs.

python nlp natural-language-processing deep-learning transformers pytorch transformer allennlp pytorch-transformers

• Updated Feb 3, 2023
• Python

Athens NLP Summer School Labs

pytorch labs allennlp athnlp

• Updated Mar 12, 2024
• HTML

Template Extraction from unstructured Wikipedia text using NLP techniques.

nlp pipeline entity information-extraction spacy event-extraction relation-extraction coreference-resolution allennlp template-extraction

• Updated Jun 23, 2020
• Jupyter Notebook

本リポジトリは「AllenNLP入門」のソースコード置き場です。

nlp allennlp

• Updated May 1, 2023
• Python