Ananya's repositories
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"
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.
Text2KGAgent
This project is leveraging LLMs as autonomous agents for constructing KGs
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.
DBpedia_GSoC2022_Neural_Extraction_Framework
Weekly blogs about Neural Extraction Framework Project for GSOC 2022 under DBpedia organisation
privateGNN
Some improvement in noise calibration for GAP
Ananyahi.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
ananyahooda.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
Designing-Freemium
Unofficial implementation for some sections of paper "Designing Freemium: Strategic Balancing of Growth and Monetization"
Fair-Ranking
This Repo is inspired from the paper "Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search"
GAP
GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)
instantbox
📦 Get a clean, ready-to-go Linux box in seconds.
ivy
The Unified Machine Learning Framework
libmongocrypt
Required C library for Client Side and Queryable Encryption in MongoDB
ResearchPaperNotes
Initiative to read research papers
Reverse-Chain
Implementation of paper - Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning (https://arxiv.org/abs/2310.04474v2)