Ananyaiitbhilai

annsite

DBpedia_GSoC2022_Neural_Extraction_Framework

Weekly blogs about Neural Extraction Framework Project for GSOC 2022 under DBpedia organisation

GDSC-Explorers

KGViz

[KGC '24] This application is for visualisation of Knowledge Graphs. We employe a novel technique which uses LLM based agent for triple extraction from unstructured text. It also got accepted at Text2KG 2024 (ESWC). However, it has better prompting strategy to carry. This tool's backend can be considered as an extension.

privateGNN

Some improvement in noise calibration for GAP

Text2KGAgent

This project is leveraging LLMs as autonomous agents for constructing KGs

Text2Triple-LLM-Agent

[ESWC '24] This repo is official implementation for the paper "Towards Harnessing Large Language Models as Autonomous Agents for Semantic Triple Extraction from Unstructured Text"

Tweepy

Unsupervised-MT-using-VAEs

This Repo contains solutions for DS605 (Deep Learning for low-resource NLP) assignment. Assignment basically revolves around building unsupervised machine translation system using discrete and continuous variance autoencoder models given certain subtasks to be taken into account.

neural-extraction-framework

Repository for the GSoC project 'Towards a Neural Extraction Framework'

Ananyaiitbhilai/Text2Triple-LLM-Agent

[ESWC '24] This repo is official implementation for the paper "Towards Harnessing Large Language Models as Autonomous Agents for Semantic Triple Extraction from Unstructured Text"

Ananyaiitbhilai/KGViz

[KGC '24] This application is for visualisation of Knowledge Graphs. We employe a novel technique which uses LLM based agent for triple extraction from unstructured text. It also got accepted at Text2KG 2024 (ESWC). However, it has better prompting strategy to carry. This tool's backend can be considered as an extension.

Ananyaiitbhilai/Text2KGAgent

This project is leveraging LLMs as autonomous agents for constructing KGs

Ananyaiitbhilai/annsite

Ananyaiitbhilai/Unsupervised-MT-using-VAEs

This Repo contains solutions for DS605 (Deep Learning for low-resource NLP) assignment. Assignment basically revolves around building unsupervised machine translation system using discrete and continuous variance autoencoder models given certain subtasks to be taken into account.

Ananyaiitbhilai/EneRex_plus_plus

Final Project for DS605 (Deep Learning for Low Resource NLP) at IIT Bhilai 2023-23M. Our Project is "EneRex++: End to End Entity Research Entity Extraction with contribution", which is an extension of the paper "Lessons from Deep Learning applied to Scholarly Information Extraction: What Works, What Doesn’t, and Future Directions"

Ananyaiitbhilai/privateGNN

Some improvement in noise calibration for GAP

Ananyaiitbhilai/Ananyahi.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

Ananyaiitbhilai/ananyahooda.github.io

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

Ananyaiitbhilai/Ananyaiitbhilai

Ananyaiitbhilai/Ananyaiitbhilai.github.io

Ananyaiitbhilai/CS552_IgraphDemo

Ananyaiitbhilai/CS553-Codes

Ananyaiitbhilai/DataViz

An AI based agent for data visualisation (based out of metaflow)

Ananyaiitbhilai/Designing-Freemium

Unofficial implementation for some sections of paper "Designing Freemium: Strategic Balancing of Growth and Monetization"

Ananyaiitbhilai/Fair-Ranking

This Repo is inspired from the paper "Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search"

Ananyaiitbhilai/GAP

GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)

Ananyaiitbhilai/GNNPrivacy

Ananyaiitbhilai/helo

Ananyaiitbhilai/ivy

The Unified Machine Learning Framework

Ananyaiitbhilai/Jio-5G-Cluster

Ananyaiitbhilai/libmongocrypt

Required C library for Client Side and Queryable Encryption in MongoDB

Ananyaiitbhilai/okkkk

Ananyaiitbhilai/RCT-South-India-Loan-Borrowing

Ananyaiitbhilai/ResearchPaperNotes

Initiative to read research papers

Ananyaiitbhilai/Reverse-Chain

Implementation of paper - Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning (https://arxiv.org/abs/2310.04474v2)

Ananyaiitbhilai/SentencePieceBPEAIISC

Ananyaiitbhilai/skinny_sbox_analysis

Ananyaiitbhilai/sparqlquery

Ananyaiitbhilai/US-Newspaper-Dataset