Ananya's repositories
DataViz
An AI based agent for data visualisation (based out of metaflow)
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"
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"
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.
libmongocrypt
Required C library for Client Side and Queryable Encryption in MongoDB
Text2KGAgent
This project is leveraging LLMs as autonomous agents for constructing KGs
privateGNN
Some improvement in noise calibration for GAP
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"
Reverse-Chain
Implementation of paper - Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning (https://arxiv.org/abs/2310.04474v2)
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.
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
ResearchPaperNotes
Initiative to read research papers
GAP
GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)
ivy
The Unified Machine Learning Framework