vix.ing · top · new · best · stats · spec

Lin, Jimmy

  1. Vector Search with OpenAI Embeddings: Lucene Is All You Need
    2023/08/29 by Jimmy Lin, Lin, Jimmy, Ronak Pradeep +5 · 2 voices · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Time Series Analysis and Forecasting #cs.IR
  2. Pretrained Transformers for Text Ranking: BERT and Beyond
    2020/10/13 by Jimmy Lin, Lin, Jimmy, Rodrigo Nogueira +3 · 1 voice · 22 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.IR
  3. Precise Zero-Shot Dense Retrieval without Relevance Labels
    2022/12/20 by Luyu Gao, Xueguang Ma, Gao, Luyu +5 · 74 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
  4. Document Ranking with a Pretrained Sequence-to-Sequence Model
    2020/03/14 by Nogueira, Rodrigo, Jiang, Zhiying, Lin, Jimmy · 51 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  5. Document Expansion by Query Prediction
    2019/04/17 by Rodrigo Nogueira, Nogueira, Rodrigo, Wei Yang +5 · 44 citations
    Computer Science · #Topic Modeling #Information Retrieval and Search Behavior #Natural Language Processing Techniques
  6. Fine-Tuning LLaMA for Multi-Stage Text Retrieval
    2023/10/12 by Xueguang Ma, Ma, Xueguang, Liang Wang +7 · 55 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  7. DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference
    2020/04/27 by Ji Xin, Xin, Ji, Raphael Tang +7 · 26 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  8. Multi-Stage Document Ranking with BERT
    2019/10/31 by Rodrigo Nogueira, Nogueira, Rodrigo, Wei Yang +5 · 32 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  9. What the DAAM: Interpreting Stable Diffusion Using Cross Attention
    2022/10/10 by Raphael Tang, Linqing Liu, Tang, Raphael +15 · 30 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Music and Audio Processing #Topic Modeling
  10. RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!
    2023/12/05 by Ronak Pradeep, Pradeep, Ronak, Sahel Sharifymoghaddam +3 · 33 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
  11. MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs
    2024/11/04 by Lin, Sheng-Chieh, Lee, Chankyu, Shoeybi, Mohammad +3 · 45 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  12. FLAME: Factuality-Aware Alignment for Large Language Models
    2024/05/02 by Sheng-Chieh Lin, Luyu Gao, Lin, Sheng-Chieh +12 · 1 voice · 10 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  13. Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval
    2021/08/19 by Xinyu Zhang, Zhang, Xinyu, Xueguang Ma +5 · 17 citations
    Computer Science · #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
  14. Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling
    2021/04/14 by Hofstätter, Sebastian, Lin, Sheng-Chieh, Yang, Jheng-Hong +2 · 16 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  15. Unifying Multimodal Retrieval via Document Screenshot Embedding
    2024/06/17 by Xueguang Ma, Sheng-Chieh Lin, Ma, Xueguang +7 · 29 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
  16. MapReduce is Good Enough? If All You Have is a Hammer, Throw Away Everything That's Not a Nail!
    2012/09/11 by Jimmy Lin, Lin, Jimmy · 2 voices
    #cs.DC #cs.DB
  17. Generalized and Scalable Optimal Sparse Decision Trees
    2020/06/15 by Jimmy Lin, Chudi Zhong, Lin, Jimmy +7 · 11 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Imbalanced Data Classification Techniques #Machine Learning and Data Classification
  18. How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval
    2023/02/15 by Sheng-Chieh Lin, Lin, Sheng-Chieh, Akari Asai +13 · 14 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  19. A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques
    2021/06/28 by Jimmy Lin, Xueguang Ma, Lin, Jimmy +1 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
  20. MMTEB: Massive Multilingual Text Embedding Benchmark
    2025/02/19 by Enevoldsen, Kenneth, Chung, Isaac, Kerboua, Imene +83 · 34 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  21. Distilling Task-Specific Knowledge from BERT into Simple Neural Networks
    2019/03/28 by Tang, Raphael, Lu, Yao, Liu, Linqing +3 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models
    2021/01/14 by Ronak Pradeep, Pradeep, Ronak, Rodrigo Nogueira +3 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Text and Document Classification Technologies #Topic Modeling
  23. Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations
    2021/02/19 by Jimmy Lin, Lin, Jimmy, Xueguang Ma +9 · 8 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Neural Networks and Applications
  24. Investigating the Limitations of Transformers with Simple Arithmetic Tasks
    2021/02/25 by Rodrigo Nogueira, Zhiying Jiang, Nogueira, Rodrigo +3 · 9 citations
    Computer Science · #Neural Networks and Applications #Artificial Intelligence in Games #Topic Modeling
  25. Fast Data in the Era of Big Data: Twitter's Real-Time Related Query Suggestion Architecture
    2012/10/27 by Gilad Mishne, Jeff Dalton, Mishne, Gilad +7 · 2 voices
    Computer Science · #Cloud Computing and Resource Management #Advanced Database Systems and Queries #Data Management and Algorithms
  26. RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models
    2023/09/26 by Ronak Pradeep, Pradeep, Ronak, Sahel Sharifymoghaddam +3 · 11 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
  27. Simple BERT Models for Relation Extraction and Semantic Role Labeling
    2019/04/10 by Peng Shi, Jimmy Lin, Shi, Peng +1 · 11 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Natural Language Processing Techniques #Topic Modeling #Biomedical Text Mining and Ontologies
  28. Distilling Dense Representations for Ranking using Tightly-Coupled Teachers
    2020/10/22 by Sheng-Chieh Lin, Lin, Sheng-Chieh, Jheng-Hong Yang +3 · 11 citations
    Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Information Retrieval and Search Behavior
  29. Zero-Shot Listwise Document Reranking with a Large Language Model
    2023/05/03 by Xueguang Ma, Ma, Xueguang, Xinyu Zhang +5 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Text and Document Classification Technologies #Topic Modeling
  30. How Does Generative Retrieval Scale to Millions of Passages?
    2023/05/19 by Ronak Pradeep, Pradeep, Ronak, Kai Hui +13 · 8 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  31. DocBERT: BERT for Document Classification
    2019/04/17 by Ashutosh Adhikari, Adhikari, Ashutosh, Achyudh Ram +5 · 10 citations
    Computer Science · #Text and Document Classification Technologies #Topic Modeling #Natural Language Processing Techniques
  32. HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution
    2023/07/31 by Kamalloo, Ehsan, Jafari, Aref, Zhang, Xinyu +2 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  33. BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent
    2025/08/08 by Zijian Chen, Xueguang Ma, Chen, Zijian +34 · 37 citations
    Computer Science · Materials Science · #Information Retrieval and Search Behavior #Topic Modeling #Machine Learning in Materials Science
  34. Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval
    2023/11/10 by Nandan Thakur, Thakur, Nandan, Jianmo Ni +9 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  35. UMBRELA: UMbrela is the (Open-Source Reproduction of the) Bing RELevance Assessor
    2024/06/10 by Shivani Upadhyay, Upadhyay, Shivani, Ronak Pradeep +7 · 9 citations
    Social Sciences · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Wikis in Education and Collaboration
  36. Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models
    2020/04/04 by Sheng-Chieh Lin, Lin, Sheng-Chieh, Jheng-Hong Yang +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  37. Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval
    2022/03/11 by Luyu Gao, Xueguang Ma, Gao, Luyu +5 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  38. Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB
    2025/04/01 by Anas Dorbani, Sunny Yasser, Dorbani, Anas +5 · 9 voices · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  39. Deep Residual Learning for Small-Footprint Keyword Spotting
    2017/10/28 by Raphael Tang, Tang, Raphael, Jimmy Lin +1 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music and Audio Processing #Speech Recognition and Synthesis #Topic Modeling
  40. Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models
    2023/12/05 by Xinyu Zhang, Sebastian Hofstätter, Zhang, Xinyu +7 · 6 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  41. AfroBench: How Good are Large Language Models on African Languages?
    2023/11/14 by Jessica Ojo, Ojo, Jessica, Ogundepo, Odunayo +8 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  42. Towards Best Practices for Training Multilingual Dense Retrieval Models
    2022/04/05 by Zhang, Xinyu, Ogueji, Kelechi, Ma, Xueguang +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  43. 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)
  44. Scientific Claim Verification with VERT5ERINI
    2020/10/22 by R. Gladwin Pradeep, Xueguang Ma, Pradeep, Ronak +5 · 5 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #Topic Modeling #Biomedical Text Mining and Ontologies #Artificial Intelligence in Healthcare and Education
  45. What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning
    2019/11/08 by Lee, Jaejun, Tang, Raphael, Lin, Jimmy · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  46. Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models
    2023/10/11 by Tang, Raphael, Zhang, Xinyu, Ma, Xueguang +2 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  47. Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages
    2022/10/18 by Xinyu Zhang, Nandan Thakur, Zhang, Xinyu +14 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  48. A Survey of Model Architectures in Information Retrieval
    2025/02/20 by Zhichao Xu, Xu, Zhichao, Fengran Mo +13 · 11 citations
    Computer Science · #Advanced Database Systems and Queries #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies
  49. PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval
    2024/04/29 by Shengyao Zhuang, Zhuang, Shengyao, Xueguang Ma +7 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  50. Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages
    2023/12/26 by Adeyemi, Mofetoluwa, Oladipo, Akintunde, Pradeep, Ronak +1 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  51. A Replication Study of Dense Passage Retriever
    2021/04/12 by Xueguang Ma, Ma, Xueguang, Kai Sun +5 · 4 citations
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  52. Contextualized Query Embeddings for Conversational Search
    2021/04/18 by Lin, Sheng-Chieh, Yang, Jheng-Hong, Lin, Jimmy · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  53. Wacky Weights in Learned Sparse Representations and the Revenge of Score-at-a-Time Query Evaluation
    2021/10/22 by Mackenzie, Joel, Trotman, Andrew, Lin, Jimmy · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  54. XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing
    2022/10/25 by Shi, Peng, Zhang, Rui, Bai, He +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  55. Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering
    2019/04/14 by Yang, Wei, Xie, Yuqing, Tan, Luchen +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  56. Scaling Down, LiTting Up: Efficient Zero-Shot Listwise Reranking with Seq2seq Encoder-Decoder Models
    2023/12/26 by Manveer Singh Tamber, Tamber, Manveer Singh, Jimmy Lin +2 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Music and Audio Processing #Speech Recognition and Synthesis
  57. 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 · 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
  58. VISA: Retrieval Augmented Generation with Visual Source Attribution
    2024/12/19 by Ma, Xueguang, Zhuang, Shengyao, Koopman, Bevan +3 · 6 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  59. MS MARCO: Benchmarking Ranking Models in the Large-Data Regime
    2021/05/09 by Nick Craswell, Craswell, Nick, Bhaskar Mitra +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
  60. 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
  61. Sparsifying Sparse Representations for Passage Retrieval by Top-k Masking
    2021/12/17 by Yang, Jheng-Hong, Ma, Xueguang, Lin, Jimmy · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  62. A Dense Representation Framework for Lexical and Semantic Matching
    2022/06/20 by Sheng-Chieh Lin, Jimmy Lin, Lin, Sheng-Chieh +1 · 2 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  63. Serverless Data Analytics with Flint
    2018/03/16 by Youngbin Kim, Kim, Youngbin, Jimmy Lin +1 · 2 citations
    Computer Science · #Cloud Computing and Resource Management #IoT and Edge/Fog Computing #Advanced Data Storage Technologies
  64. FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents
    2025/04/17 by Nandan Thakur, Jimmy Lin, Thakur, Nandan +9 · 1 voice · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
  65. CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval
    2022/11/18 by Minghan Li, Sheng-Chieh Lin, Li, Minghan +13 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  66. LLMs Can Patch Up Missing Relevance Judgments in Evaluation
    2024/05/08 by Shivani Upadhyay, Ehsan Kamalloo, Upadhyay, Shivani +3 · 3 citations
    Decision Sciences · Social Sciences · #Artificial Intelligence in Law #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Scientific Computing and Data Management
  67. UniRAG: Universal Retrieval Augmentation for Large Vision Language Models
    2024/05/16 by Sahel Sharifymoghaddam, Shivani R Upadhyay, Sharifymoghaddam, Sahel +5 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  68. Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards
    2025/05/07 by Tamber, Manveer Singh, Bao, Forrest Sheng, Xu, Chenyu +7 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  69. A Proposed Conceptual Framework for a Representational Approach to Information Retrieval
    2021/10/04 by Jimmy Lin, Lin, Jimmy · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
  70. RankLLM: A Python Package for Reranking with LLMs
    2025/05/25 by Sahel Sharifymoghaddam, Ronak Pradeep, Sharifymoghaddam, Sahel +16 · 8 citations
    Computer Science · Decision Sciences · #Computational Physics and Python Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Scientific Computing and Data Management
  71. MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems
    2024/10/17 by Nandan Thakur, Suleman Kazi, Thakur, Nandan +7 · 3 citations
    Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  72. Rapidly Bootstrapping a Question Answering Dataset for COVID-19
    2020/04/23 by Raphael Tang, Rodrigo Nogueira, Tang, Raphael +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  73. Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2
    2020/04/05 by Bai, He, Shi, Peng, Lin, Jimmy +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  74. 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)
  75. Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset
    2020/07/14 by Zhang, Edwin, Gupta, Nikhil, Tang, Raphael +8 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  76. DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
    2025/02/25 by Xueguang Ma, Ma, Xueguang, Xi Victoria Lin +9 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  77. A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look
    2024/11/13 by Shivani Upadhyay, Ronak Pradeep, Upadhyay, Shivani +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
  78. MKD: a Multi-Task Knowledge Distillation Approach for Pretrained Language Models
    2019/11/09 by Linqing Liu, Liu, Linqing, Huan Wang +7 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  79. Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard
    2021/02/25 by Jimmy Lin, Daniel Campos, Lin, Jimmy +7 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  80. An Experimental Analysis of the Power Consumption of Convolutional Neural Networks for Keyword Spotting
    2017/10/30 by Raphael Tang, Tang, Raphael, Weijie Wang +5 · 1 voice
    Computer Science · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Music and Audio Processing #Other Computer Science (cs.OH) #Speech Recognition and Synthesis #cs.OH
  81. Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study
    2021/12/13 by Li, Hang, Zhuang, Shengyao, Mourad, Ahmed +3 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  82. Can Old TREC Collections Reliably Evaluate Modern Neural Retrieval Models?
    2022/01/26 by Voorhees, Ellen M., Soboroff, Ian, Lin, Jimmy · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  83. Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval
    2022/05/23 by Thakur, Nandan, Reimers, Nils, Lin, Jimmy · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  84. 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)
  85. Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval
    2022/07/31 by Sheng-Chieh Lin, Lin, Sheng-Chieh, Minghan Li +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  86. Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers
    2022/10/11 by Ogundepo, Odunayo, Zhang, Xinyu, Lin, Jimmy · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  87. Tevatron 2.0: Unified Document Retrieval Toolkit across Scale, Language, and Modality
    2025/05/05 by Ma, Xueguang, Gao, Luyu, Zhuang, Shengyao +3 · 5 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  88. Less is More: Parameter-Free Text Classification with Gzip
    2022/12/19 by Jiang, Zhiying, Yang, Matthew Y. R., Tsirlin, Mikhail +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  89. Evaluating Embedding APIs for Information Retrieval
    2023/05/10 by Kamalloo, Ehsan, Zhang, Xinyu, Ogundepo, Odunayo +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  90. Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts?
    2024/11/07 by Xinyu Zhang, Jing Lü, Zhang, Crystina +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  91. AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation
    2023/04/04 by Yang, Jheng-Hong, Lassance, Carlos, de Rezende, Rafael Sampaio +4 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  92. SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval
    2023/07/19 by Thakur, Nandan, Wang, Kexin, Gurevych, Iryna +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  93. GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration
    2023/06/02 by Aleksandra Piktus, Piktus, Aleksandra, Odunayo Ogundepo +15 · 1 citation
    Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Computational and Text Analysis Methods
  94. SmartProbe: A Virtual Moderator for Market Research Surveys
    2023/05/14 by Josh Seltzer, Seltzer, Josh, Pan, Jiahua +10 · 1 citation
    Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Mobile Crowdsensing and Crowdsourcing
  95. Densifying Sparse Representations for Passage Retrieval by Representational Slicing
    2021/12/09 by Sheng-Chieh Lin, Jimmy Lin, Lin, Sheng-Chieh +1 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  96. Query Expansion Using Contextual Clue Sampling with Language Models
    2022/10/13 by Liu, Linqing, Li, Minghan, Lin, Jimmy +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  97. Approximating Human-Like Few-shot Learning with GPT-based Compression
    2023/08/14 by Huang, Cynthia, Xie, Yuqing, Jiang, Zhiying +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Theory (cs.IT)
  98. End-to-End Retrieval with Learned Dense and Sparse Representations Using Lucene
    2023/11/30 by Haonan Chen, Carlos Lassance, Chen, Haonan +3 · 1 citation
    Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Materials Science #Neural Networks and Applications
  99. What Do Llamas Really Think? Revealing Preference Biases in Language Model Representations
    2023/11/30 by Tang, Raphael, Zhang, Xinyu, Lin, Jimmy +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  100. 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)
  101. Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models
    2024/06/13 by Tamber, Manveer Singh, Xian, Jasper, Lin, Jimmy · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  102. Categorical Syllogisms Revisited: A Review of the Logical Reasoning Abilities of LLMs for Analyzing Categorical Syllogism
    2024/06/26 by Shi Zong, Zong, Shi, Jimmy Lin +1 · 1 citation
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
  103. Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation
    2024/06/12 by Raphael Tang, Xinyu Zhang, Tang, Raphael +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  104. Toward Automatic Relevance Judgment using Vision--Language Models for Image--Text Retrieval Evaluation
    2024/08/02 by Jheng-Hong Yang, Jimmy Lin, Yang, Jheng-Hong +1 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  105. 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)
  106. Hard Negatives, Hard Lessons: Revisiting Training Data Quality for Robust Information Retrieval with LLMs
    2025/05/22 by Thakur, Nandan, Zhang, Crystina, Ma, Xueguang +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  107. An Early FIRST Reproduction and Improvements to Single-Token Decoding for Fast Listwise Reranking
    2024/11/08 by Ronak Pradeep, Chen, Zijian, Jimmy Lin +2 · 1 citation
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Parallel Computing and Optimization Techniques