Samarth Bhargav
Scholar

Samarth Bhargav

Google Scholar ID: fDaZZZ4AAAAJ
Postdoctoral Researcher, Information Retrieval Lab, University of Amsterdam
Information RetrievalRecommender SystemsMachine LearningDeep 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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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
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)