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Search results for natural language processing encoder

natural-language-processing x

20 search results found

Bigbird ⭐ 433

Transformers for Longer Sequences

Abstractive Summarization With Transfer Learning ⭐ 387

Abstractive summarisation using Bert as encoder and Transformer Decoder

Bytenet Tensorflow ⭐ 316

ByteNet for character-level language modelling

Pytorch Batch Attention Seq2seq ⭐ 215

PyTorch implementation of batched bi-RNN encoder and attention-decoder.

Headliner ⭐ 197

🏖 Easy training and deployment of seq2seq models.

Embedding As Service ⭐ 182

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Bert Vocab Builder ⭐ 164

Builds wordpiece(subword) vocabulary compatible for Google Research's BERT

Spacy Universal Sentence Encoder ⭐ 156

Google USE (Universal Sentence Encoder) for spaCy

Nlp Roadmap ⭐ 129

📚 机器学习、深度学习、自然语言处理学习路线图及 AI方向学习资源、工具

Abstractive Summarization ⭐ 113

Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.

Perceiver Io ⭐ 110

Unofficial implementation of Perceiver IO

En Fr Mlt Tensorflow ⭐ 97

English-French Machine Language Translation in Tensorflow

Ai Writer_data2doc ⭐ 58

PyTorch Implementation of NBA game summary generator.

Textrank_demo ⭐ 52

A simple website demonstrating TextRank's extractive summarization capability.

Some JavaScript works published as demos, mostly ML or DS

Hybrid Conversational Bot based on both neural retrieval and neural generative mechanism with TTS.

Textcnn Conv Deconv Pytorch ⭐ 46

text convolution-deconvolution auto-encoder model in PyTorch

Chinese Relation Extraction ⭐ 45

Relation Extraction 中文关系提取

Attention_is_all_you_need ⭐ 41

Neural Visual Storyteller ⭐ 27

An implementation of the paper "Contextualize, Show and Tell: A Neural Visual Storyteller." presented at the Storytelling Workshop, co-located with NAACL 2018.

Qa_hrde_ltc ⭐ 27

TensorFlow implementation of "Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering," NAACL-18

Hierarchical Seq2seq ⭐ 22

A PyTorch implementation of the hierarchical encoder-decoder architecture (HRED) introduced in Sordoni et al (2015). It is a hierarchical encoder-decoder architecture for modeling conversation triples in the MovieTriples dataset. This version of the model is built for the MovieTriples dataset.

Detecting Incongruity ⭐ 22

TensorFlow implementation of "Detecting Incongruity Between News Headline and Body Text via a Deep Hierarchical Encoder," AAAI-19

Pretrained Span and span Pair Encoder, code for "Pre-training Entity Relation Encoder with Intra-span and Inter-spanInformation.", EMNLP2020. It is based on our NERE toolkit (https://github.com/Receiling/NERE).

Dialogue Seq2seq ⭐ 17

Sequence-to-Sequence Generative Dialogue Systems

Sentpair ⭐ 16

Modelling Sentence Pairs with Tree-structured Attentive Encoder https://arxiv.org/pdf/1610.02806.pdf

Quora_question_pairs_nlp_kaggle ⭐ 15

Quora Kaggle Competition : Natural Language Processing using word2vec embeddings, scikit-learn and xgboost for training

Pytorch_models ⭐ 15

Text Summarization ⭐ 14

Summarizer in python with Spacy and Universal Sentence Encoder build on Flask framework

Baking Lyrics ⭐ 14

Random lyrics generator.

Intention To Code Lstm ⭐ 13

Source Code Generation Based On User Intention Using LSTM Networks

Tf_encdec_seq2seq ⭐ 12

Configurable Encoder-Decoder Sequence-to-Sequence model. Built with TensorFlow.

Fill The Gap ⭐ 12

[ACL-WS] 4th place solution to gendered pronoun resolution challenge on Kaggle

06p_sentiment Analysis With Deep Learning Using Bert ⭐ 11

Finetuning BERT in PyTorch for sentiment analysis.

Kopitiam ⭐ 11

How to Order Coffee in Singapore?

Langdist ⭐ 10

Multilingual Language Modeling Toolkit

Quick_thoughts ⭐ 10

Transfomer based implementation of "An Efficient Framework For Learning Sentence Representation" Logeswaran et al

Automatic Image Captioning ⭐ 9

Automatically captioning a unseen image using encoding with CNN and decoding with RNN.

Self Attention ⭐ 9

Transformer的完整实现。详细构建Encoder、Decoder、Self-attentio

Neural Machine Translation Using Keras ⭐ 9

This is the sequential Encoder-Decoder implementation of Neural Machine Translation using Keras

Seq2seq_tf ⭐ 8

Sequence-to-Sequence in Tensorflow

Image Captioning ⭐ 7

Image Captioning is the process of generating textual description of an image.It uses both Natural language Processing and Computer Vision to generate the captions.

Bertsentimentclassification ⭐ 7

BERT Sentiment Classification on the Large Movie Review Dataset.

Nlp Machine Translation ⭐ 6

CSCI 544 NLP Research Project - Machine Translation

Southpark Chatbot ⭐ 6

A chatbot who talks like Cartman

Ai Storage ⭐ 6

AI模型理解，论文笔记，开发和工程经验等的集合

Encoder Aas ⭐ 5

An architecture providing Universal Sentence Encoder as a service by exploiting job-level parallelism of multi-core architectures. The service can be used as a transformer model for downstream NLP and NLU tasks like Language modelling, Sentiment Classification, Question Answering, Semantic Search and more.

Compositional Pre Training For Semantic Parsing With Bert ⭐ 5

Implementation of Semantic Parsing with BERT and compositional pre-training on GeoQuery

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Tensorflow Natural Language Processing (909)

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