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Campos, Daniel

  1. MS MARCO: A Human Generated MAchine Reading COmprehension Dataset
    2016/11/28 by Bajaj, Payal, Campos, Daniel, Craswell, Nick +12 · 208 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  2. Overview of the TREC 2019 deep learning track
    2020/03/17 by Nick Craswell, Bhaskar Mitra, Craswell, Nick +7 · 42 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
  3. Overview of the TREC 2020 deep learning track
    2021/02/15 by Nick Craswell, Bhaskar Mitra, Craswell, Nick +5 · 23 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  4. Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models
    2024/05/08 by Merrick, Luke, Xu, Danmei, Nuti, Gaurav +1 · 18 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  5. The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models
    2022/03/14 by Kurtic, Eldar, Campos, Daniel, Nguyen, Tuan +5 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation
    2020/04/03 by Liang, Yaobo, Duan, Nan, Gong, Yeyun +21 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. TREC Deep Learning Track: Reusable Test Collections in the Large Data Regime
    2021/04/19 by Craswell, Nick, Mitra, Bhaskar, Yilmaz, Emine +3 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  8. SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications
    2024/11/07 by Gabriele Oliaro, Zhihao Jia, Oliaro, Gabriele +5 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Speech Recognition and Synthesis #Topic Modeling #and Cluster Computing (cs.DC)
  9. Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation Track
    2024/06/24 by Pradeep, Ronak, Thakur, Nandan, Sharifymoghaddam, Sahel +5 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  10. Arctic-Embed 2.0: Multilingual Retrieval Without Compromise
    2024/12/03 by Puxuan Yu, Luke Merrick, Yu, Puxuan +5 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  11. Initial Nugget Evaluation Results for the TREC 2024 RAG Track with the AutoNuggetizer Framework
    2024/11/14 by Ronak Pradeep, Pradeep, Ronak, Nandan Thakur +9 · 6 citations
    Earth and Planetary Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geophysics and Gravity Measurements #Information Retrieval (cs.IR) #Meteorological Phenomena and Simulations #Seismic Imaging and Inversion Techniques
  12. ORCAS: 18 Million Clicked Query-Document Pairs for Analyzing Search
    2020/06/09 by Craswell, Nick, Campos, Daniel, Mitra, Bhaskar +2 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  13. MS MARCO: Benchmarking Ranking Models in the Large-Data Regime
    2021/05/09 by Nick Craswell, Bhaskar Mitra, Craswell, Nick +7 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Topic Modeling
  14. Overview of the TREC 2022 deep learning track
    2025/07/10 by Nick Craswell, Craswell, Nick, Bhaskar Mitra +8 · 13 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Topic Modeling
  15. Depths and Cohen-Macaulay Properties of Path Ideals
    2012/11/20 by Daniel Campos, Ryan Gunderson, Campos, Daniel +7 · 1 citation
    Mathematics · Computer Science · #Commutative Algebra and Its Applications #Polynomial and algebraic computation #Algebraic Geometry and Number Theory
  16. Synthetic Test Collections for Retrieval Evaluation
    2024/05/13 by Hossein A. Rahmani, Rahmani, Hossein A., Nick Craswell +7 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Information Retrieval and Search Behavior
  17. Quick Dense Retrievers Consume KALE: Post Training Kullback Leibler Alignment of Embeddings for Asymmetrical dual encoders
    2023/03/31 by Daniel Campos, Campos, Daniel, Alessandro Magnani +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  18. The Great Nugget Recall: Automating Fact Extraction and RAG Evaluation with Large Language Models
    2025/04/21 by Pradeep, Ronak, Thakur, Nandan, Upadhyay, Shivani +3 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  19. A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look
    2024/11/13 by Shivani Upadhyay, Upadhyay, Shivani, Ronak Pradeep +13 · 3 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  20. Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard
    2021/02/25 by Jimmy Lin, Lin, Jimmy, Daniel Campos +7 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  21. Curriculum learning for language modeling
    2021/08/04 by Daniel Campos, Campos, Daniel · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  22. Overview of the TREC 2021 deep learning track
    2025/07/10 by Craswell, Nick, Mitra, Bhaskar, Yilmaz, Emine +2 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  23. Noise-Robust Dense Retrieval via Contrastive Alignment Post Training
    2023/04/06 by Daniel Campos, ChengXiang Zhai, Campos, Daniel +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  24. First-passage time of a Brownian searcher with stochastic resetting to random positions
    2024/01/02 by Mendez, Vicenç, Flaquer-Galmés, Rosa, Campos, Daniel · 1 citation
    #60G05 #60G50 #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech)
  25. Intermittent random walks under stochastic resetting
    2024/01/30 by Rosa Flaquer-Galmés, Flaquer-Galmés, Rosa, Daniel Campos +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Diffusion and Search Dynamics
  26. Dynamic redundancy as a mechanism to optimize collective random searches
    2023/11/29 by Daniel Campos, Campos, Daniel, Vicenç Méndez +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Mathematics · Social Sciences · #Diffusion and Search Dynamics #Evolutionary Game Theory and Cooperation #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech) #Stochastic processes and statistical mechanics
  27. Overview of the TREC 2023 deep learning track
    2025/07/10 by Craswell, Nick, Mitra, Bhaskar, Yilmaz, Emine +5 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  28. EnronQA: Towards Personalized RAG over Private Documents
    2025/05/01 by Ryan, Michael J., Xu, Danmei, Nivera, Chris +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  29. Support Evaluation for the TREC 2024 RAG Track: Comparing Human versus LLM Judges
    2025/04/21 by Thakur, Nandan, Pradeep, Ronak, Upadhyay, Shivani +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  30. Inference Scaling for Bridging Retrieval and Augmented Generation
    2024/12/14 by Youngwon Lee, Seung-won Hwang, Lee, Youngwon +9 · 1 citation
    Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Domain Adaptation and Few-Shot Learning