Publications

FairGrad: Fairness Aware Gradient Descent. Gaurav Maheshwari, Michaël Perrot. TMLR, 2023 paper / github / docs / pip

Fair Without Leveling Down: A New Intersectional Fairness Definition Gaurav Maheshwari, Pascal Denis, Mikaela Keller, Aurélien Bellet EMNLP, 2023 (Also presented at BIAS 2023 (ECML)) paper

Fair NLP Models with Differentially Private Text Encoders Gaurav Maheshwari, Pascal Denis, Mikaela Keller, Aurélien Bellet EMNLP, 2022 (Findings) paper / github

Message Passing for Hyper-Relational Knowledge Graphs Mikhail Galkin, Priyansh Trivedi, Gaurav Maheshwari, Ricardo Usbeck, Jens Lehmann EMNLP, 2020 paper / github

Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs Nilesh Chakraborty, Denis Lukovnikov, Gaurav Maheshwari, Priyansh Trivedi, Jens Lehmann, Asja Fischer Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery paper

Learning to Rank Query Graphs for Complex Question Answering over Knowledge Graphs Gaurav Maheshwari, Priyansh Trivedi, Denis Lukovnikov, Nilesh Chakraborty, Asja Fischer, Jens Lehmann ISWC, 2019 paper / github

A Question Answering System on Regulatory Documents Diego Collarana, Timm Heuss, Jens Lehmann, Ioanna Lytra, Gaurav Maheshwari, Rostislav Nedelchev, Thorsten Schmidt, Priyansh Trivedi JURIX, 2018 paper

Formal Ontology Learning from English IS-A Sentences Sourish Dasgupta, Ankur Padia, Gaurav Maheshwari, Priyansh Trivedi, Jens Lehmann arXiv Preprint, 2018 paper

LC-QuAD: A Corpus for Complex Question Answering over Knowledge Graphs Priyansh Trivedi, Gaurav Maheshwari, Mohnish Dubey, Jens Lehmann ISWC, 2017 (Spotlight) paper / code / webpage / slides

SimDoc: Topic Sequence Alignment based Document Similarity Framework Gaurav Maheshwari, Priyansh Trivedi, Harshita Sahijwani, Kunal Jha, Sourish Dasgupta, Jens Lehmann K-Cap, 2017 paper / code / slides

Bidirectional LSTM with a Context Input Window for Named Entity Recognition in Tweets Rafael Peres, Diego Esteves, Gaurav Maheshwari K-Cap, 2017 paper

BitSim: An Algebraic Similarity Measure for Description Logics Concepts Sourish Dasgupta, Gaurav Maheshwari, Priyansh Trivedi arXiv Preprint, 2015 paper