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qa-transfer

Implementation of "Question Answering through Transfer Learning from Large Fine-grained Supervision Data"

qa_hrde_ltc

Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering

qacnn

Query-based Attention CNN for Text Similarity Map

qcn

code for Question Condensing Networks for Answer Selection in Community Question Answering

question-answer-selection

biLSTM/CNN based deep learning framework for Question Answer Selection.

question-answering

Question Answering System.

question-pair

A siamese LSTM to detect sentence/question pairs.

question_answering_models

This repo collects and re-produces models related to domains of question answering and machine reading comprehension

questionansweringbasedsystem

This is an implementation Of Question Answering System on bAbi DataSet

r-net

A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks

r-net-1

Tensorflow Implementation of R-Net

ranking

Learning to Rank in TensorFlow

re2

Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

recurrent-attention-for-qa-squad-based-on-keras

recurrent attention based on keras. Question Answering SQUAD dataset

recursivenn

Tensorflow implementation of Recursive Neural Networks using LSTM units

resan

resume_job_matching

a machine learned solution with rich features for job matching

resumematching

Here is a personal project that was in my mind for a long time. It matches content of a resume with the job description provided to it.

retain

RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism

retrieval-automatic-comment-system

Multi Attention Network：基于论文《Multiway Attention Networks for Modeling Sentence Pairs》实现的检索型自动评论系统

rnn_predict

Simple RNN (Gated Recurrent Units) for predicting a diagnosis

roy_mwan_net

Implementation of multi-way attention network

s-lstm

Code for the paper: Sentence-State LSTM for Text Representation

sata-tree-lstm

Implementation of SATA Tree-LSTM (Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations, AAAI 2019)

scrambletests

Running compostionality tests on InferSent embedding on SNLI

self-attention-tf

Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)

self-attentive-tensorflow

Tensorflow implementation of "A Structured Self-Attentive Sentence Embedding"

selfsent

Implementation in Tensorflow of A Structured Self-attentive Sentence Embedding with the sentiment analysis task.

semantic-attention-network

Tree-LSTM + Self-Structured Attention -- a method to summarize textual data by topics

sembert

Semantics-aware BERT for Language Understanding (AAAI 2020)