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18 search results found

Allennlp Models ⭐ 450

Officially supported AllenNLP models

Declutr ⭐ 349

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!

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.

R-net in PyTorch, with ELMo

Crosslingualcontextualemb ⭐ 96

Cross-Lingual Alignment of Contextual Word Embeddings

Nlp Models ⭐ 77

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

Biome Text ⭐ 65

Custom Natural Language Processing with big and small models 🌲🌱

Topic Rnn ⭐ 47

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

Transformer Srl ⭐ 45

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.

Dl_notebooks ⭐ 42

This repo contains all the notebooks mentioned in blog.

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

Athnlp Labs ⭐ 38

Athens NLP Summer School Labs

Transformers Embedder ⭐ 34

A Word Level Transformer layer based on PyTorch and 🤗 Transformers.

Comb_dist_direct_relex ⭐ 28

Combining Distant and Direct Supervision for Neural Relation Extraction

Allennlp_imdb ⭐ 13

AllenNLP Startup Guide

Le Traducteur ⭐ 6

A Neural Machine Translation framework built with PyTorch and AllenNLP.

Japanese Entity Linker.

Allennlp_tagger ⭐ 5

Academic Paper/Document classifier based on SCOPUS categories

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