Mohan Dogra's repositories
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
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
Lettuce-Disease
A deep learning model to DETECT and CLASSIFY disease present in lettuce plants grown in hydroponic system
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.
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.
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
-Entity-and-Relation-Extraction
NAACL'2021: A Frustratingly Easy Approach for Entity and Relation Extraction https://arxiv.org/abs/2010.12812
A2N
PyTorch code for our paper "Attention in Attention Network for Image Super-Resolution"
ABSA-PyTorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
Automated-Concatenation-of-Embeddings-ACE
[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction
azure-search-python-samples
Azure Search Python sample code
C-LSTM-text-classification
Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).
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`
GCN-text-class-reproduced
Graph Convolutional Networks for Text Classification. AAAI 2019
Heroku-demo
A demo on hosting on heroku of a Flask app using Git
ms-apriori
Minimum Support Apriori Algorithm
Neural-Architecture-Search
CV project on NAS
score-denoise
:snowflake: Score-Based Point Cloud Denoising (ICCV 2021)
score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
tagger
Named Entity Recognition Tool
Therapy-Webapp
Basic web based application, for depression handling. Very few features are available ,will complete it in some time.
zh-NER-TF-reproduced
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)