Deepak Kumar

According to our database, Deepak Kumar authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

How Far Can Pretrained LLMs Go in Symbolic Music? Controlled Comparisons of Supervised and Preference-based Adaptation.

Deepak Kumar, Emmanouil Karystinaios, Gerhard Widmer, Markus Schedl

CoRR, January, 2026

2024

Fairness of recommender systems in the recruitment domain: an analysis from technical and legal perspectives.

Deepak Kumar, Tessa Grosz, Navid Rekabsaz, Elisabeth Greif, Markus Schedl

Frontiers Big Data, 2024

Modular Debiasing of Latent User Representations in Prototype-Based Recommender Systems.

Alessandro B. Melchiorre, Shahed Masoudian, Deepak Kumar, Markus Schedl

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023

Identifying Words in Job Advertisements Responsible for Gender Bias in Candidate Ranking Systems via Counterfactual Learning.

Deepak Kumar, Tessa Grosz, Elisabeth Greif, Navid Rekabsaz, Markus Schedl

Proceedings of the 3rd Workshop on Recommender Systems for Human Resources (RecSys in HR 2023) co-located with the 17th ACM Conference on Recommender Systems (RecSys 2023), 2023

Parameter-efficient Modularised Bias Mitigation via AdapterFusion.

Deepak Kumar, Oleg Lesota, George Zerveas, Daniel Cohen, Carsten Eickhoff, Markus Schedl, Navid Rekabsaz

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Modular and On-demand Bias Mitigation with Attribute-Removal Subnetworks.

Lukas Hauzenberger, Shahed Masoudian, Deepak Kumar, Markus Schedl, Navid Rekabsaz

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Dict-NMT: Bilingual Dictionary based NMT for Extremely Low Resource Languages.

Nalin Kumar, Deepak Kumar, Subhankar Mishra

CoRR, 2022

2021

NLP@NISER: Classification of COVID19 tweets containing symptoms.

Deepak Kumar, Nalin Kumar, Subhankar Mishra

Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, 2021

QUARC: Quaternion Multi-Modal Fusion Architecture For Hate Speech Classification.

Deepak Kumar, Nalin Kumar, Subhankar Mishra

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021