Scholar
Samarth Bhargav
Google Scholar ID: fDaZZZ4AAAAJ
Postdoctoral Researcher, Information Retrieval Lab, University of Amsterdam
Information Retrieval
Recommender Systems
Machine Learning
Deep Learning
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Citations & Impact
All-time
Citations
255
H-index
8
i10-index
6
Publications
16
Co-authors
0
Contact
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GitHub
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Publications
3 items
Stateful Online Monitoring Catches Distributed Agent Attacks
2026
Cited
0
Me, Myself, and $π$ : Evaluating and Explaining LLM Introspection
2026
Cited
0
A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers
2025
Cited
0
Resume (English only)
Academic Achievements
- Paper 'Market Aware Models for Efficient Cross Market Recommendation' accepted at ECIR 2023
- Proposal for a new TREC track for Tip-of-the-tongue retrieval presented at TREC2022
- Paper 'It's on the tip of my tongue: A new dataset for Known-Item Retrieval' accepted at WSDM 2022
- Preprint 'Controllable Recommenders using Deep Generative Models and Disentanglement' on arXiv
- Paper 'Robustness Evaluation of Entity Disambiguation Using Prior Probes: the Case of Entity Overshadowing' accepted at EMNLP 2021
Research Experience
- PhD Candidate at the Information Retrieval Lab (IRLab)
- Mentor in the Inclusive AI program
- Interned at Spotify, Nov '22 - Feb '23, working on tip-of-the-tongue retrieval for music
Education
- Master's Degree in Artificial Intelligence, University of Amsterdam
- Bachelor's degree in Information Science, VTU (Visvesvaraya Technological University)
Background
Research interests: Tip-of-the-tongue retrieval and Recommender Systems. Field of expertise: Information Retrieval.
Miscellany
Part of the organizing team for the Machine Learning Reproducibility Challenge (MLRC 2022)
Co-authors
0 total
Co-authors: 0 (list not available)
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