Daniel Campos

1. Overview of the TREC 2019 deep learning track
   2020/03/17 by Nick Craswell, Craswell, Nick, Bhaskar Mitra +7 · 62 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
2. Overview of the TREC 2020 deep learning track
   2021/02/15 by Nick Craswell, Bhaskar Mitra, Craswell, Nick +5 · 38 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
3. Arctic-Embed 2.0: Multilingual Retrieval Without Compromise
   2024/12/03 by Puxuan Yu, Luke Merrick, Yu, Puxuan +5 · 1 voice · 13 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 #cs.CL #cs.IR #cs.LG
4. Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models
   2024/05/08 by Luke Merrick, Merrick, Luke, Danmei Xu +5 · 24 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
5. SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications
   2024/11/07 by Gabriele Oliaro, Oliaro, Gabriele, Zhihao Jia +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)
6. Initial Nugget Evaluation Results for the TREC 2024 RAG Track with the AutoNuggetizer Framework
   2024/11/14 by Ronak Pradeep, Nandan Thakur, Pradeep, Ronak +9 · 10 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
7. Curriculum learning for language modeling
   2021/08/04 by Daniel Campos, Campos, Daniel · 3 citations
   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
8. MS MARCO: Benchmarking Ranking Models in the Large-Data Regime
   2021/05/09 by Nick Craswell, Bhaskar Mitra, Craswell, Nick +7 · 5 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
9. STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning
   2024/09/10 by Jaeseong Lee, Lee, Jaeseong, Aurick Qiao +8 · 6 citations
   Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Robotics and Automated Systems #Semantic Web and Ontologies
10. Synthetic Test Collections for Retrieval Evaluation
    2024/05/13 by Hossein A. Rahmani, Rahmani, Hossein A., Nick Craswell +7 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Information Retrieval and Search Behavior
11. Overview of the TREC 2022 deep learning track
    2025/07/10 by Nick Craswell, Craswell, Nick, Bhaskar Mitra +8 · 15 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
12. 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 · 5 citations
    Computer Science · #Advanced Text Analysis Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
13. 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
14. Quick Dense Retrievers Consume KALE: Post Training Kullback Leibler Alignment of Embeddings for Asymmetrical dual encoders
    2023/03/31 by Daniel Campos, Alessandro Magnani, Campos, Daniel +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
15. 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 · 4 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
16. Overview of the TREC 2021 deep learning track
    2025/07/10 by Nick Craswell, Bhaskar Mitra, Craswell, Nick +10 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
17. Noise-Robust Dense Retrieval via Contrastive Alignment Post Training
    2023/04/06 by Daniel Campos, Campos, Daniel, ChengXiang Zhai +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
18. 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
19. Dynamic redundancy as a mechanism to optimize collective random searches
    2023/11/29 by Daniel Campos, Vicenç Méndez, Campos, Daniel +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
20. Inference Scaling for Bridging Retrieval and Augmented Generation
    2024/12/14 by Youngwon Lee, Lee, Youngwon, Seung-won Hwang +9 · 1 citation
    Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Domain Adaptation and Few-Shot Learning