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90 search results found

Nlp Architect ⭐ 2,928

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

Knet.jl ⭐ 1,336

Koç University deep learning framework.

Text2sql Data ⭐ 478

A collection of datasets that pair questions with SQL queries.

Dynet_tutorial_examples ⭐ 424

Tutorial on "Practical Neural Networks for NLP: From Theory to Code" at EMNLP 2016

A Japanese tokenizer based on recurrent neural networks

Nmt List ⭐ 364

A list of Neural MT implementations

Multi Criteria Cws ⭐ 260

Simple Solution for Multi-Criteria Chinese Word Segmentation

E2e Tbsa ⭐ 222

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)

Open Sesame ⭐ 219

A frame-semantic parsing system based on a softmax-margin SegRNN.

🌿 An easy-to-use Japanese Text Processing tool, which makes it possible to switch tokenizers with small changes of code.

eXtensible Neural Machine Translation

Code for Mimicking Word Embeddings using Subword RNNs (EMNLP 2017)

Learn To Select Data ⭐ 131

Code for Learning to select data for transfer learning with Bayesian Optimization

Bilstm Aux ⭐ 119

Bidirectional Long-Short Term Memory tagger (bi-LSTM) (in DyNet) -- hierarchical (with word and character embeddings)

Sluice Networks ⭐ 119

Code for Sluice networks: Learning what to share between loosely related tasks

Sparsemap ⭐ 93

SparseMAP: differentiable sparse structure inference

Greedycws ⭐ 86

Source code for an ACL2017 paper on Chinese word segmentation

Source code for an ACL2016 paper of Chinese word segmentation

Probabilistic Neural Programming

Neural Network-based Statistical Machine Translation Toolkit.

Neurboparser ⭐ 67

A neural TurboSemanticParser as described in "Deep Multitask Learning for Semantic Dependency Parsing", Peng et al., ACL 2017.

Uuparser ⭐ 65

A transition-based parser for Universal Dependencies with BiLSTM word and character representations.

Transformer Dynet ⭐ 64

An Implementation of Transformer (Attention Is All You Need) in DyNet

Minimal Span Parser ⭐ 60

A minimal span-based neural constituency parser

Semi Supervised Baselines ⭐ 57

Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)

Joint Lstm Parser ⭐ 57

Transition-based joint syntactic dependency parser and semantic role labeler using a stack LSTM RNN architecture.

Dynet Benchmark ⭐ 54

Benchmarks for DyNet

Li_emnlp_2017 ⭐ 51

Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet

Marseille ⭐ 50

Mining Argument Structures with Expressive Inference (Linear and LSTM Engines)

Irc Disentanglement ⭐ 48

Dataset and model for disentangling chat on IRC

Deepracket ⭐ 48

A simple starting point for doing deep learning in Racket

code for the paper "End-to-End Reinforcement Learning for Automatic Taxonomy Induction" ACL 2018

Span Parser ⭐ 46

Aspect Term Extraction with History Attention and Selective Transformation (IJCAI 2018)

Extreme Adaptation For Personalized Translation ⭐ 42

Code for the paper "Extreme Adaptation for Personalized Neural Machine Translation"

Singularity Tutorial ⭐ 39

Tutorial for using Singularity containers

Neural Chinese Address Parsing ⭐ 37

Neural Chinese Address Parsing

Lp Sparsemap ⭐ 36

LP-SparseMAP: Differentiable sparse structured prediction in coarse factor graphs

Search-based-Neural-Structured-Learning-for-Sequen

Dynet Biaffine Dependency Parser ⭐ 31

Dynet-based Biaffine Parser

Morphological Reinflection ⭐ 30

Source code for the paper "Morphological Inflection Generation with Hard Monotonic Attention"

Efficient Dynamic Batching ⭐ 30

Solves AI, transcends reality, infiltrates your mind

Demog Text Removal ⭐ 29

Dynet Att ⭐ 27

An attentional NMT model in Dynet

modlm: A toolkit for mixture of distributions language models

Attentiontargetsentiment ⭐ 24

Ner Tagger Dynet ⭐ 24

See http://github.com/onurgu/joint-ner-and-md-tagger This repository is basically a Bi-LSTM based sequence tagger in both Tensorflow and Dynet which can utilize several sources of information about each word unit like word embeddings, character based embeddings and morphological tags from an FST to obtain the representation for that specific word unit.

Sub Character Cws ⭐ 23

Sub-Character Representation Learning

Grefenstette Stack Lstm ⭐ 22

DyNet implementation of stack LSTM experiments by Grefenstette et al.

Parser Analysis ⭐ 22

Zhou_acl_2017 ⭐ 20

Selective Encoding for Abstractive Sentence Summarization in DyNet

Legacy version of CNN neural net toolkit (now called dynet)

Statnlp Framework ⭐ 17

C++ based implementation of StatNLP framework

Dynmt Py ⭐ 16

Neural machine translation implementation using dynet's python bindings

Rush_emnlp_2015 ⭐ 14

A Neural Attention Model for Abstractive Sentence Summarization in DyNet

Character Eyes ⭐ 14

🔤 👀 Seeing Language Through Character Level Taggers, BlackboxNLP 2019

Exconsumm ⭐ 13

Extractive and Compressive Neural Summarization Based on Summary State Representations (NAACL 2019)

Neural Morphological Disambiguation For Turkish Deprecated ⭐ 13

Neural morphological disambiguation for Turkish. Implemented in DyNet

Universal data IO and neural network modules in NLP tasks.

Beam Span Parser ⭐ 11

A DP beam-search extension of Mitchell Stern's span-based neural constituency parser

Seq2seq Chainer ⭐ 10

A network embedding project to learn the representation of nodes in a network by leveraging both structure and content information

Rotating Ccg ⭐ 10

Dynet Framework ⭐ 10

A seq2seq/lm framework written for Dynet (Python). Plug and play your models!

Condconv Tensorflow ⭐ 9

Conditional convolution (Dynamic convolution) in tensorflow2

Dynet Biaffine Srl ⭐ 9

Senti Lstm ⭐ 8

Encoder Decoder Parser ⭐ 8

Koreannet ⭐ 8

Dp Parser Emnlp17 ⭐ 8

Amr Parser ⭐ 7

Better Transition-Based AMR Parsing with a Refined Search Space (authors' DyNet implementation for the EMNLP18 paper)

Codeswitching Lm ⭐ 7

Language Modeling for Code-Switching

Learn2compose ⭐ 7

Kim_emnlp_2014 ⭐ 7

Convolutional Neural Networks for Sentence Classification in DyNet

Multilingual Bist Parser ⭐ 7

It is a multi-source (many languages) trainable dependency parser extended by BIST-parser.

Dynet Tutorial ⭐ 7

Simple tutorials for dynet

Selective Attn ⭐ 6

Data and code used in our NAACL'19 paper "Selective Attention for Context-aware Neural Machine Translation"

Chinese word segmenter based on bi-LSTM network

CoNLL 2017 Shared Task Team C2L2

Badparser ⭐ 6

Haskell binding for DyNet

A C++ Lightweight Neural Machine Translation Toolkit

Lookupanalyzerdisambiguator ⭐ 5

Turkish Morphological Analyzer with dictionaries for stems and suffixes + Neural Morphological Disambiguation implemented in DyNet

Minimal Span Parser ⭐ 5

Minimal Span-Based Neural Constituency Parser (PyTorch)

Dynet_tutorial ⭐ 5

tutorials for building simple architectures with dyNet

Pragmatic Instructions ⭐ 5

1-90 of 90 search results

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