Manveer Singh Tamber
4 papers · 2025–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Venues
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Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Applications
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
retrieval-augmented generation
(2)
hallucination detection
(2)
embedding model
(2)
adversarial attack
(1)
faithfulness evaluation
(1)
fact checking
(1)
summarization benchmark
(1)
model theft
(1)
knowledge distillation
(1)
content injection
(1)
factuality evaluation
(1)
information retrieval
(1)
text summarization
(1)
Papers
Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards
EMNLP 2025
Can’t Hide Behind the API: Stealing Black-Box Commercial Embedding Models
NAACL 2025
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMs
NAACL 2025
Illusions of Relevance: Arbitrary Content Injection Attacks Deceive Retrievers, Rerankers, and LLM Judges
IJCNLP 2025