pranavajitnair

Metalearning-for-POS-tagging-PyTorch

PyTorch implementation for Meta Learning algorithms :Model Agnostic Meta Learning(MAML) and Reptile for Part of Speech Tagging to evaluate few short learning

DCN_plus

Pytorch Implenetation of Dynamic Coattention Networks +. Mixed Reinforcement learning objective(self critic) and Cross Entropy loss for supervised learning

A-Sequence-to-Sequence-LSTM-and-Attention-based-model

A simple LSTM and dot product based attention-based model for generating commonsense explanations. Trained on COS-E based on CommonsenseQA.

BiDAF

Implementation of Birectional Attention Flow in PyTorch for SQuAD question answering

CoLA

A transformer and BiLSTM architecture with ELMo to evaluate performance on CoLA (Corpus of Linguistic Acceptability) dataset. PyTorch used

DeFINE-AWD-LSTM

PyTorch implementation of DeFINE word embeddings with AWD-LSTM for language modeling. The input and output embeddings for AWD-LSTMM are tied

GA_Reader

Gated Attention Reader for Cloze style question answering and reading comphrehension, implemented in PyTorch

Leveraging-Commonsense-Explanations-for-Question-Answering

The project trains google T5 on ANLG and COS-E datasets and use these pretrained models to generates explanations for ReColr contexts which along with the context and question are passed to ALBERT for prediction.

SCRF-for-Name-Entity-Recognition

Semi Markov Conditional Random Fields for Name Entity Recognition

Apps

BiLSTM-LAN

Hierarchically-Refined Label Attention Network for Sequence Labeling

Character-Aware-Language-Models-pytorch-implementation

Character aware neural language model in PyTorch.

chat-app

A real time chat app in node.js implemented using socket.io

Commonsense-for-Summarization

DAPA

Code for our ACL 2023 Findings paper: Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization

DBMS-project

DrQA

Reading Wikipedia to Answer Open-Domain Questions

LIfe-Hospital-management

A Django project to simulate the working and appointment system of a Hospital

meta_tagger

Network-Security-Assignments

OpenPrompt

An Open-Source Framework for Prompt-Learning.

pgrouting

Repository contains pgRouting library. Development branch is "develop", stable branch is "master"

pranavajitnair.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

Quasi-RNN-for-Sentiment-analysis

Qusai Recurrent Neural Network for Sentiment Analysis on IMDB datset

Shooter

shooter game

task-manager-api

Node.js Rest API to manage tasks for a user

task_oriented_dialogue_as_dataflow_synthesis

Code to reproduce experiments in the paper "Task-Oriented Dialogue as Dataflow Synthesis" (TACL 2020).

tfsnippet

A set of utilities for writing and testing TensorFlow models

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

trial-node.js