Jimmy Lin
- 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
- Pretrained Transformers for Text Ranking: BERT and Beyond
2020/10/13 by Jimmy Lin, Rodrigo Nogueira, Lin, Jimmy +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
- 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
- Document Expansion by Query Prediction
2019/04/17 by Rodrigo Nogueira, Nogueira, Rodrigo, Wei Yang +5 · 43 citations
Computer Science · #Topic Modeling #Information Retrieval and Search Behavior #Natural Language Processing Techniques
- Fine-Tuning LLaMA for Multi-Stage Text Retrieval
2023/10/12 by Xueguang Ma, Ma, Xueguang, Liang Wang +7 · 54 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
2026/05/03 by Zhuofeng Li, Haoxiang Zhang, Cong Wei +16 · 11 voices · 5 citations
#cs.IR #cs.AI
- DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference
2020/04/27 by Ji Xin, Raphael Tang, Xin, Ji +7 · 26 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- Multi-Stage Document Ranking with BERT
2019/10/31 by Rodrigo Nogueira, Wei Yang, Nogueira, Rodrigo +5 · 30 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
- What the DAAM: Interpreting Stable Diffusion Using Cross Attention
2022/10/10 by Raphael Tang, Linqing Liu, Tang, Raphael +15 · 29 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
- RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!
2023/12/05 by Ronak Pradeep, Pradeep, Ronak, Sahel Sharifymoghaddam +3 · 32 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
- 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
- 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
- FLAME: Factuality-Aware Alignment for Large Language Models
2024/05/02 by Sheng-Chieh Lin, Luyu Gao, Lin, Sheng-Chieh +12 · 1 voice · 8 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- 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
- Generalized and Scalable Optimal Sparse Decision Trees
2020/06/15 by Jimmy Lin, Lin, Jimmy, Chudi Zhong +7 · 11 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Imbalanced Data Classification Techniques #Machine Learning and Data Classification
- How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval
2023/02/15 by Sheng-Chieh Lin, Akari Asai, Lin, Sheng-Chieh +13 · 14 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques
2021/06/28 by Jimmy Lin, Lin, Jimmy, Xueguang Ma +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
- 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
- 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
- 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 · 8 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
- RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models
2023/09/26 by Ronak Pradeep, Sahel Sharifymoghaddam, Pradeep, Ronak +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
- Distilling Dense Representations for Ranking using Tightly-Coupled Teachers
2020/10/22 by Sheng-Chieh Lin, Jheng-Hong Yang, Lin, Sheng-Chieh +3 · 11 citations
Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Information Retrieval and Search Behavior
- Zero-Shot Listwise Document Reranking with a Large Language Model
2023/05/03 by Xueguang Ma, Xinyu Zhang, Ma, Xueguang +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
- Simple BERT Models for Relation Extraction and Semantic Role Labeling
2019/04/10 by Peng Shi, Shi, Peng, Jimmy Lin +1 · 10 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Natural Language Processing Techniques #Topic Modeling #Biomedical Text Mining and Ontologies
- Investigating the Limitations of Transformers with Simple Arithmetic Tasks
2021/02/25 by Rodrigo Nogueira, Nogueira, Rodrigo, Zhiying Jiang +3 · 7 citations
Computer Science · #Neural Networks and Applications #Artificial Intelligence in Games #Topic Modeling
- How Does Generative Retrieval Scale to Millions of Passages?
2023/05/19 by Ronak Pradeep, Kai Hui, Pradeep, Ronak +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
- BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent
2025/08/08 by Zijian Chen, Chen, Zijian, Xueguang Ma +34 · 37 citations
Computer Science · Materials Science · #Information Retrieval and Search Behavior #Topic Modeling #Machine Learning in Materials Science
- DocBERT: BERT for Document Classification
2019/04/17 by Ashutosh Adhikari, Adhikari, Ashutosh, Achyudh Ram +5 · 9 citations
Computer Science · #Text and Document Classification Technologies #Topic Modeling #Natural Language Processing Techniques
- 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
- 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
- Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models
2020/04/04 by Sheng-Chieh Lin, Jheng-Hong Yang, Lin, Sheng-Chieh +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
- 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
- Deep Residual Learning for Small-Footprint Keyword Spotting
2017/10/28 by Raphael Tang, Jimmy Lin, Tang, Raphael +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
- 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
- Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB
2025/04/01 by Anas Dorbani, Dorbani, Anas, Sunny Yasser +5 · 9 voices · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- Scientific Claim Verification with VERT5ERINI
2020/10/22 by R. Gladwin Pradeep, Pradeep, Ronak, Xueguang Ma +5 · 5 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Medicine · #Topic Modeling #Biomedical Text Mining and Ontologies #Artificial Intelligence in Healthcare and Education
- 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
- 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
- PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval
2024/04/29 by Shengyao Zhuang, Xueguang Ma, Zhuang, Shengyao +7 · 6 citations
Computer Science · #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- 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
- Scaling Down, LiTting Up: Efficient Zero-Shot Listwise Reranking with Seq2seq Encoder-Decoder Models
2023/12/26 by Manveer Singh Tamber, Tamber, Manveer Singh, Pradeep, Ronak +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
- 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
- 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
- A Dense Representation Framework for Lexical and Semantic Matching
2022/06/20 by Sheng-Chieh Lin, Lin, Sheng-Chieh, Jimmy Lin +1 · 2 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Serverless Data Analytics with Flint
2018/03/16 by Youngbin Kim, Jimmy Lin, Kim, Youngbin +1 · 2 citations
Computer Science · #Cloud Computing and Resource Management #IoT and Edge/Fog Computing #Advanced Data Storage Technologies
- FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents
2025/04/17 by Nandan Thakur, Thakur, Nandan, Jimmy Lin +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
- CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval
2022/11/18 by Minghan Li, Li, Minghan, Sheng-Chieh Lin +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
- 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
- UniRAG: Universal Retrieval Augmentation for Large Vision Language Models
2024/05/16 by Sahel Sharifymoghaddam, Sharifymoghaddam, Sahel, Shivani R Upadhyay +5 · 3 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- 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
- 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
- MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems
2024/10/17 by Nandan Thakur, Thakur, Nandan, Suleman Kazi +7 · 3 citations
Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Rapidly Bootstrapping a Question Answering Dataset for COVID-19
2020/04/23 by Raphael Tang, Tang, Raphael, Rodrigo Nogueira +11 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- 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
- 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
- MKD: a Multi-Task Knowledge Distillation Approach for Pretrained Language Models
2019/11/09 by Linqing Liu, Huan Wang, Liu, Linqing +7 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- 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
- 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
- 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
- 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
- SmartProbe: A Virtual Moderator for Market Research Surveys
2023/05/14 by Josh Seltzer, Seltzer, Josh, Kathy Cheng +10 · 1 citation
Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Mobile Crowdsensing and Crowdsourcing
- Densifying Sparse Representations for Passage Retrieval by Representational Slicing
2021/12/09 by Sheng-Chieh Lin, Lin, Sheng-Chieh, Jimmy Lin +1 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
- 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
- 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
- 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
- Toward Automatic Relevance Judgment using Vision--Language Models for Image--Text Retrieval Evaluation
2024/08/02 by Jheng-Hong Yang, Yang, Jheng-Hong, Jimmy Lin +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
- 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
- Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation
2026/07/24 by Haozhe Wang, Weijia Feng, Jinpeng Yu +8
#cs.CV #cs.AI