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abcnn

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow

acl2017-non-factoid-qa

Code for paper "End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights"

arcii-for-matching-natural-language-sentences

A simple Keras implementation of ARC-II model proposed by paper "Convolutional Neural Network Architectures for Matching Natural Language Sentences"

biblosa

Bi-Directional Block Self-Attention

bimpm

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

chinesenlp

Datasets, SOTA results of every fields of Chinese NLP

clsm

This code is for Convolutional Latent Semantic Model, which is similay with DSSM(Deep Semantic Similarity Model).

cnn_sentence

CNNs for sentence classification

convolutional-network

A convolutional neural network from scratch

deep-semantic-similarity-model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

densely-interactive-inference-network

Cleaned code for paper "Natural Language Inference over Interaction Space"

distributionbalancedloss

Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets" (ECCV 2020 Spotlight)

dont-stop-pretraining

Code associated with the Don't Stop Pretraining ACL 2020 paper

ebim-nli

Enhanced BiLSTM Inference Model for Natural Language Inference

emnlp2018_nli

Repository for NLI models (EMNLP 2018)

esim

TensorFlow implementation of the ESIM model (Enhanced LTSM for natural language inference)

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

learn_dl

Deep learning algorithms source code for beginners

olfmlm

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

rnn-for-joint-nlu

Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

slotgated-slu

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

snli-attention-tensorflow

Tensorflow implementation of the Long-Short Term Memory Network with Deep Attention Fusion for the SNLI dataset.

ssc

基于“音形码”的中文字符串相似度计算方法

taskoov

Address the out-of-vocabulary (OOV) problem in sequence labeling

textmatching

Methods about Deep Learning for Text Matching

tod-bert

Pre-Trained Models for ToD-BERT

uanet

code for Uncertainty-Aware Label Refinement for Sequence Labeling

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding