#
allennlp
Here are 104 public repositories matching this topic...
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
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Aug 19, 2021 - 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.
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Feb 6, 2021 - Python
nlp
natural-language-processing
japanese
text-processing
mecab
kytea
sudachi
allennlp
sentencepiece
janome
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Jun 25, 2021 - 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
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Jun 19, 2018 - Python
A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)
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Jun 20, 2020 - Jupyter Notebook
Extracting scientific claims from biomedical abstracts (powered by AllenNLP), demo:
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Jun 2, 2021 - Python
NLP research experiments, built on PyTorch within the AllenNLP framework.
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Mar 17, 2020 - Python
Cross-Lingual Alignment of Contextual Word Embeddings
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Feb 12, 2020 - Python
A framework for building semantic parsers (including neural module networks) with AllenNLP, built by the authors of AllenNLP
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Aug 10, 2021 - Python
Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)
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May 14, 2021 - Python
Few-shot classification in Named Entity Recognition Task
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Dec 18, 2018 - 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
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Jan 26, 2020 - Jupyter Notebook
Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.
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Mar 7, 2019 - Python
Custom Natural Language Processing with big and small models 🌲 🌱
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Jul 22, 2021 - 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
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Jan 30, 2021 - Perl
Combining Distant and Direct Supervision for Neural Relation Extraction
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Updated
Sep 15, 2019 - Python
Code for ACL '19 paper: Towards Improving Neural Named Entity Recognition with Gazetteers
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Updated
Jul 2, 2021 - Python
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Jun 11, 2021 - Python
Model for predicting categories of entities by its mentions
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Updated
Jun 23, 2021 - Jupyter Notebook
Hyperparameter search for AllenNLP - powered by Ray TUNE
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Oct 7, 2019 - Python
Zero-shot Entity Linking with blitz start in 3 minutes. Hard negative mining and encoder for all entities are also included in this implementation.
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Mar 7, 2021 - Python
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Nov 28, 2020 - Jupyter Notebook
Code for "Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation". [AAAI 2021]
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Mar 20, 2021 - Python
Template Extraction from unstructured Wikipedia text using NLP techniques.
nlp
pipeline
entity
information-extraction
spacy
event-extraction
relation-extraction
coreference-resolution
allennlp
template-extraction
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Jun 23, 2020 - Jupyter Notebook
Reimplementation of the paper `Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? (ACL2020)`
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Jul 10, 2020 - Python
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