6 results found Sort:

JohnGiorgi
DeCLUTR JohnGiorgi
33
376
apache-2.0
12
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!
pytorch allennlp transformers metric-learning semantic-search sentence-embeddings sentence-similarity contrastive-learning representation-learning self-supervised-learning semantic-text-similarity natural-language-processing
Created 2019-11-26
663 commits to master branch, last one about a year ago
Hyperparticle
udify Hyperparticle
55
218
mit
12
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 pytorch allennlp deep-learning neural-network dependency-parser universal-dependencies
Created 2019-04-03
41 commits to master branch, last one 3 years ago
titipata
detecting-scientific-claim titipata
20
141
unknown
10
Extracting scientific claims from biomedical abstracts (powered by AllenNLP), demo:
allennlp deep-learning sentence-classification natural-language-processing
Created 2018-06-07
114 commits to master branch, last one 3 years ago
jbarrow
allennlp_tutorial jbarrow
18
86
mit
8
Tutorial on how to use AllenNLP for sequence modeling (including hierarchical LSTMs and CRF decoding)
nlp allennlp tutorial deep-learning
Created 2019-07-08
67 commits to master branch, last one about a year ago
Riccorl
transformer-srl Riccorl
9
69
unknown
7
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 shi srl bert role span dataset pytorch allennlp labeling propbank semantic conll2012 srltagger verbatlas transformer transformers srl-annotations semantic-role-labeling natural-language-processing
Created 2020-07-18
151 commits to master branch, last one 2 years ago
obss
trapper obss
5
45
mit
3
State-of-the-art NLP through transformer models in a modular design and consistent APIs.
nlp python pytorch allennlp transformer transformers deep-learning pytorch-transformers natural-language-processing
Created 2021-09-13
106 commits to main branch, last one about a year ago