avinashsai/papers-to-read avinashsai/papers-to-read

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Research papers to read and implement

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1

BERT-Aspect

BERT Fine-tuning for Aspect Based Sentiment Analysis
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NILM

Code for the EMNLP 2022 paper
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3

Attention-based-CNN-for-sentence-classification

Implementation of Attention based CNN for sentence classification https://www.isca-speech.org/archive/Interspeech_2016/pdfs/0354.PDF
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4

Focal-Loss-based-classification

Focal loss is used instead of Cross Entropy Loss for classification
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avinashsai.github.io

Personal Website. Taken from https://jonbarron.info/.
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Siamese-Recurrent-Architectures-for-Sentence-Similarity

Implementation of all Siamese networks for sentence similarity
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7

NB-SVM

Implementation of NB-SVM
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8

MTAP

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9

Character-level-CNN

Implementation of Character level CNN
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10

Min-Max-Convolutional-Neural-Networks

Implementation of Min-Max CNN for Image Classification in Pytorch
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11

pytorch_cpp

Implementation of papers in pytorch c++
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12

Gated-CNN-for-ABSA

Gated CNN for ABSA
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13

Convolutional-Neural-Networks-for-Text-Classification

Implementation of CNN for Text Classification
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14

Subjective-objective-text-classification

Subjective objective text classification using 2D Convolution Network and LSTM
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15

Adaptive-Nonconvex-Optimization

Implementation of YOGI optimizer
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16

Spooky-authorship-identification

Solution for the Spooky Authorship Identification Challenge on Kaggle
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17

Deep-Learning-Coursera

Deep Learning Specialization Coursera
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18

Programming-Language-Concepts

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19

Cross-domain-sentiment-analysis

Repository for the research work on Cross domain sentiment analysis
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20

Multi-Task-Learning

Code for Multi Domain Sentiment classification using Multi Task Learning
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21

Text-Classification

Text Classification using all the architectures
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22

codeforces

codeforces solutions
C++
1
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23

ViRED

Code for the ACM Multimedia 2022 paper.
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24

Screening-exercise

Python
1
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25

MML

Code for the accepted CVPR 2023 workshop paper.
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26

POS-Tagging

Implementation of all POS Tagging Models
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