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Search results for deep learning questions and answers
deep-learning
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questions-and-answers
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2 search results found
Deeppavlov
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6,529
An open source library for deep learning end-to-end dialog systems and chatbots.
Rust Bert
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2,300
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
Farm
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1,706
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
Spago
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1,691
Self-contained Machine Learning and Natural Language Processing library in Go
Bootcamp
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1,521
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
Neuronblocks
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1,441
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
Awesome Neural Models For Semantic Match
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763
A curated list of papers dedicated to neural text (semantic) matching.
Happy Transformer
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449
Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
Bertwithpretrained
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428
An implementation of the BERT model and its related downstream tasks based on the PyTorch framework
Cdqa
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418
⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.
Deep_qa
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410
A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)
Fastt5
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280
⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
Dialogbot
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270
dialogbot, provide search-based dialogue, task-based dialogue and generative dialogue model. 对话机器人,基于问答型对话、任务型对话、聊天型对话等模型实现,支持网络检索问答,领域知识问答,任务引
Jack
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246
Jack the Reader
Cybertron
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235
Cybertron: the home planet of the Transformers in Go
Dmn Tensorflow
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235
Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow
Nspm
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212
🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Awesome Deep Learning And Machine Learning Questions
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177
【不定期更新】收集整理的一些网站中(如知乎、Quora、Reddit、Stack Exchange等)与深度学习、机器学习、强化学习、数据科学相关的有价值的问题
Mmmu
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167
This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI"
Improved Dynamic Memory Networks Dmn Plus
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162
Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual Question Answering)
Rczoo
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158
question answering, reading comprehension toolkit
Soqal
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141
Arabic Open Domain Question Answering System using Neural Reading Comprehension
Cape Webservices
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132
Entrypoint for all backend cape webservices
Question Answering
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128
TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.
Dynamic Coattention Network Plus
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115
Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.
Mzutils
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109
Pytorch Question Answering
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102
Important paper implementations for Question Answering using PyTorch
Sentence Similarity
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83
PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment
Adnc
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83
Advanced Differentiable Neural Computer (ADNC) with application to bAbI task and CNN RC task.
Rephrase And Respond
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77
Official repo of Respond-and-Respond: data, code, and evaluation
Wsdm2018_hyperqa
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67
Reference Implementation for WSDM 2018 Paper "Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering"
Essence
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66
AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.
Genienlp
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63
GenieNLP: A versatile codebase for any NLP task
Bidaf Keras
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60
Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2
Hhh An Online Question Answering System For Medical Questions
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55
HBAM: Hierarchical Bi-directional Word Attention Model
Nce Cnn Torch
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54
Noise-Contrastive Estimation for Question Answering with Convolutional Neural Networks (Rao et al. CIKM 2016)
Question Answer Selection
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52
biLSTM/CNN based deep learning framework for Question Answer Selection.
Machine Learning Exams
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51
This repository contains links to machine learning exams, homework assignments, and exercises that can help you test your understanding.
Finbert Qa
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39
Financial Domain Question Answering with pre-trained BERT Language Model
Topiocqa
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38
Code and data for reproducing baselines for TopiOCQA, an open-domain conversational question-answering dataset
Anmm Cikm16
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37
Implementation of Attention-Based Neural Matching Model Proposed in CIKM16 for Answer Sentence Selection
Hf Experiments
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37
Experiments with Hugging Face 🔬 🤗
Acl18_results
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30
Code to reproduce results in our ACL 2018 paper "Did the Model Understand the Question?"
Cnn Question Classification Keras
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29
Chinese Question Classifier (Keras Implementation) on BQuLD
Qa_hrde_ltc
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27
TensorFlow implementation of "Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering," NAACL-18
Productqa
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25
Product-Aware Answer Generation in E-Commerce Question-Answering
Query Focused Sum
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24
Official code repository for "Exploring Neural Models for Query-Focused Summarization".
Miccai21_mmq
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23
Multiple Meta-model Quantifying for Medical Visual Question Answering
Deep Embedded Memory Networks
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20
https://arxiv.org/abs/1707.00836
Squad2.q Augmented Dataset
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19
Augmented version of SQUAD 2.0 for Questions
Neural Search Pills
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18
Knowledge pills on Neural Search
Chinesebert
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18
This is a chinese Bert model specific for question answering
Chinese Qasystem
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16
Chinese question answering system based on BLSTM and CRF.
Revive
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16
Official Code for REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering (NeurIPS 2022)
Biomedical Qa
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16
Neural Biomedical Question Answering
Qdren
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15
Question Dependent Recurrent Entity Network
Dvqa_dataset
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14
DVQA Dataset: A Bar chart question answering dataset presented at CVPR 2018
Mcqa
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13
🔮 Answering multiple choice questions with Language Models.
Seq2seq Chatbot
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13
Chatbot based Seq2Seq model with bidirectional rnn and attention mechanism with tensorflow, trained on Cornell Movie-Dialogs Corpus and deployed on a Flask Server
Insuranceqa Pytorch
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13
Implementation of LSTM based Deep Learning Models for Non-Factoid Answer Selection by Ming et al. in PyTorch
Awesome Deeplearning Nlp Papers
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13
A curated list of Deep learning and NLP must read papers
Rl For Question Generation
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13
This repository contains codes and models for the paper: Exploring Question-Specific Rewards for Generating Deep Questions (COLING 2020).
Cdqa Ui
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13
⛔ [NOT MAINTAINED] A web interface for cdQA and other question answering systems.
Indobert Qa
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12
indoBERT Base-Uncased fine-tuned on Translated Squad v2.0
Cross Attention Vizwiz Vqa
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12
A self-evident application of the VQA task is to design systems that aid blind people with sight reliant queries. The VizWiz VQA dataset originates from images and questions compiled by members of the visually impaired community and as such, highlights some of the challenges presented by this particular use case.
Vqa
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11
VQA - Visual Question Answering
Distilled Retriever Pytorch
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11
Implementation of the retriever distillation procedure as outlined in the paper "Distilling Knowledge from Reader to Retriever"
Qa_web_demo
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11
A web app for both Text-based and Visual Question Answering.
Research Experiments
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10
Includes implementations of various Question-Answering models for the SQuAD dataset and other Research Experiments
Tf2 Qa
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10
21th place (top2%) solution for kaggle TensorFlow 2.0 Question Answering
Sm Cnn Torch
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9
Torch implementation of Severyn and Moschitti's SIGIR 2015 CNN model for question answering
Knowqa
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8
预训练模型知识量度量竞赛 Baseline F1 0.35 BERTForMaskedLM
Awesome Generative Models
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8
A collection of awesome generative model papers, frameworks, libraries, software and resources for text, image, video, animation, code generation
Pyqna
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7
A simple python package for question answering.
Readingcomprehension
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7
Bi-Directional Attention Flow for Machine Comprehensions
Lifeqa
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7
Data and PyTorch code for the LifeQA LREC 2020 paper.
Inferdoc
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6
Generate SQUAD style dataset from raw text file and train a transformer based question answering model .This repo has code from https://github.com/facebookresearch/UnsupervisedQA and https://github.com/deepset-ai/haystack
Vqa
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6
Visual Question Answering System
Dynamic Memory Network Plus
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6
Implementation of Dynamic Memory Network Plus for Question-Answering. Tested on Induction tasks of bAbi 10K dataset.
Sentence Selection For Qa
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5
Deep Learning architectures for the fascinating task of sentence selection for QA systems.
Caesar
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5
Context Awareness-Enabled Summary Attentive Reader (CAESAR)
Tweet Sentiment Extraction
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5
(Silver medal - 60th place - Top 3%) Repository for the "Tweet Sentiment Extraction" Kaggle competition.
Deep Natural Language Processing
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5
Curated implementation notebooks and scripts of deep learning based natural language processing tasks and challenges in TensorFlow.
Wikiqa
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5
Experiments on Answer Triggering using WikiQA
Qnatables An Intelligent Question Answering System
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5
Question Answering System to answer question over tables in a document
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