Mohan Dogra's repositories
C-LSTM-text-classification
Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).
GCN-text-class-reproduced
Graph Convolutional Networks for Text Classification. AAAI 2019
-Entity-and-Relation-Extraction
NAACL'2021: A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812
legal-summarizer
A abstractive text summarizer designed in Pytorch to summarize complex Terms and Conditions articles. Leveraging the T5-Small language model, it accurately condenses legal documents into concise summaries. Deployed using Flask scaled using Docker
Heroku-demo
A demo on hosting on heroku of a Flask app using Git
Lyrics-inducer
Lyrics-Generator/Inducer using LSTM and NLP in Tensorflow. lyrics inducer works: for any word given as the input and output will be a set of words forming some lyrics of song.
tagger
Named Entity Recognition Tool
ABSA-PyTorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
churn-predictive-analysis
The goal of this project is to develop a tool that predicts which customers are likely to leave a company based on their behavior, such as purchase history, customer service interactions, and demographic data.
Abstractive-summarization-
The goal of the project is to generate a short and concise summary that captures the salient ideas of the source text using attention model. The generated summaries potentially contain new phrases and sentences that may not appear in the source text
azure-search-python-samples
Azure Search Python sample code
Therapy-Webapp
Basic web based application, for depression handling. Very few features are available ,will complete it in some time.
Automated-Concatenation-of-Embeddings-ACE
[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction
ms-apriori
Minimum Support Apriori Algorithm
Neural-Architecture-Search
CV project on NAS
zh-NER-TF-reproduced
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)
score-denoise
:snowflake: Score-Based Point Cloud Denoising (ICCV 2021)
A2N
PyTorch code for our paper "Attention in Attention Network for Image Super-Resolution"
Computer-Vision
Assignments & Projects for the course Computer Vision 415
dice_loss_for_NLP
The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`
score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Lettuce-Disease
A deep learning model to DETECT and CLASSIFY disease present in lettuce plants grown in hydroponic system
DCGAN
Building a TF-based DCGAN for dog image generation.