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16 search results found
Contextualized Topic Models
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1,141
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
Nlp In Practice
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861
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
Glue Baselines
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390
[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations
Lipreading_using_temporal_convolutional_networks
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275
ICASSP'22 Training Strategies for Improved Lip-Reading; ICASSP'21 Towards Practical Lipreading with Distilled and Efficient Models; ICASSP'20 Lipreading using Temporal Convolutional Networks
Dilated Cnn Ner
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214
Dilated CNNs for NER in TensorFlow
Lda2vec Tensorflow
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98
Tensorflow 1.5 implementation of Chris Moody's Lda2vec, adapted from @meereeum
Hrere
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55
Heterogeneous Representations for Neural Relation Extraction https://arxiv.org/abs/1903.10126
Entity_embeddings_categorical
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54
Discover relevant information about categorical data with entity embeddings using Neural Networks (powered by Keras)
Nlp Stock Prediction
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34
Question Pair
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25
A siamese LSTM to detect sentence/question pairs.
Rumoureval2019
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21
Baseline for SemEval 2019 Task 7 RumourEval 2019
Adversarial_decomposition
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21
The code for the paper "Adversarial Decomposition of Text Representation", NAACL 2019
Dict Definition
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19
Preprocessing scripts to read definitions and other information from dictionaries
Prop2vec
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9
Compact_reconstruction
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9
This repository is about the paper 'Subword-based Compact Reconstruction of Word Embeddings. Sasaki et al. NAACL2019'
Textxd 2017
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6
Materials for preTextXD-2017: zero -> Text Analysis
Quorainsincere
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6
SDML Quora Insincere Challenge
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