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Author

Roi Pony

Observed names: Pony, Roi, pony, Roi, pony, roi
Institution: IBM (United States)
OpenAlex ID: A5096068527
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark
2025 · Navve Wasserman, Roi Pony, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 6
KVP10k : A Comprehensive Dataset for Key-Value Pair Extraction in Business Documents
2024 · Oshri Naparstek, Ophir Azulai, et al. · Lecture notes in computer science · 3
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LLM Evolutionary Search Strategies Should be Compared by Tokens
2026 · Oved, Tal, Pony, Roi, et al. · arXiv (Cornell University)
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Spotlights: Discovering Improvement Opportunities in Software Repositories
2026 · Barzelay, Udi, Azulai, Ophir, et al. · arXiv (Cornell University)
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Evolution or Illusion? Rethinking Evaluation in LLM Evolutionary Search
2026 · Oved, Tal, Pony, Roi, et al. · arXiv (Cornell University)
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Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization
2026 · Oved, Tal, Pony, Roi, et al. · arXiv (Cornell University)
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Col-Bandit: Query-Time Top-$K$ Estimation for Late-Interaction Retrieval
2026 · Pony, Roi, Goldfarb, Adi Raz, et al. · arXiv (Cornell University)
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FLASH-MAXSIM: IO-Aware Fused Kernels for Late-Interaction Retrieval
2026 · Roi Pony, Daniel Ezer, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Guided Query Refinement: Multimodal Hybrid Retrieval with Test-Time Optimization
2025 · Uzan, Omri, Yehudai, Asaf, et al. · arXiv (Cornell University)
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REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark
2025 · Wasserman, Navve, Pony, Roi, et al. · arXiv (Cornell University)
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Works count: 11
Citation count: 9
H-index: 2
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