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ORCIDJimmy Lin
Person information
- affiliation: University of Waterloo, David R. Cheriton School of Computer Science
- affiliation: Twitter Inc., San Francisco, USA
- affiliation: University of Maryland, College Park, Institute for Advanced Computer Studies (UMIACS)
- affiliation: Massachusetts Institute of Technology (MIT), Artificial Intelligence Laboratory
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2020 – today
- 2023
[c320]Ronak Pradeep, Haonan Chen, Lingwei Gu, Manveer Singh Tamber, Jimmy Lin:
PyGaggle: A Gaggle of Resources for Open-Domain Question Answering. ECIR (3) 2023: 148-162- [c319]Manveer Singh Tamber, Ronak Pradeep, Jimmy Lin:
Pre-processing Matters! Improved Wikipedia Corpora for Open-Domain Question Answering. ECIR (3) 2023: 163-176 - [i142]Shi Zong, Josh Seltzer, Jiahua Pan, Kathy Cheng, Jimmy Lin:
Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks. CoRR abs/2301.07006 (2023) - [i141]Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin:
SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes. CoRR abs/2302.06587 (2023) - [i140]Xinyu Zhang, Minghan Li, Jimmy Lin:
Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction. CoRR abs/2302.06589 (2023) - [i139]Sheng-Chieh Lin, Akari Asai, Minghan Li, Barlas Oguz, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen:
How to Train Your DRAGON: Diverse Augmentation Towards Generalizable Dense Retrieval. CoRR abs/2302.07452 (2023) - [i138]Christopher Akiki, Odunayo Ogundepo, Aleksandra Piktus, Xinyu Zhang, Akintunde Oladipo, Jimmy Lin, Martin Potthast:
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face. CoRR abs/2302.14534 (2023) - [i137]Jimmy Lin, David Alfonso-Hermelo, Vitor Jeronymo, Ehsan Kamalloo, Carlos Lassance, Rodrigo Frassetto Nogueira, Odunayo Ogundepo, Mehdi Rezagholizadeh, Nandan Thakur, Jheng-Hong Yang, Xinyu Zhang:
Simple Yet Effective Neural Ranking and Reranking Baselines for Cross-Lingual Information Retrieval. CoRR abs/2304.01019 (2023) - [i136]Jheng-Hong Yang, Carlos Lassance, Rafael Sampaio de Rezende, Krishna Srinivasan, Miriam Redi, Stéphane Clinchant, Jimmy Lin:
AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation. CoRR abs/2304.01961 (2023) - [i135]Xueguang Ma, Tommaso Teofili, Jimmy Lin:
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes. CoRR abs/2304.12139 (2023) - [i134]Xueguang Ma, Xinyu Zhang, Ronak Pradeep, Jimmy Lin:
Zero-Shot Listwise Document Reranking with a Large Language Model. CoRR abs/2305.02156 (2023) - [i133]Ehsan Kamalloo, Xinyu Zhang, Odunayo Ogundepo, Nandan Thakur, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Jimmy Lin:
Evaluating Embedding APIs for Information Retrieval. CoRR abs/2305.06300 (2023) - [i132]Josh Seltzer, Jiahua Pan, Kathy Cheng, Yuxiao Sun, Santosh Kolagati, Jimmy Lin, Shi Zong:
SmartProbe: A Virtual Moderator for Market Research Surveys. CoRR abs/2305.08271 (2023) - [i131]Ronak Pradeep, Kai Hui, Jai Gupta, Ádám Dániel Lelkes, Honglei Zhuang, Jimmy Lin, Donald Metzler, Vinh Q. Tran:
How Does Generative Retrieval Scale to Millions of Passages? CoRR abs/2305.11841 (2023) - [i130]Vanessa Liao, Syed Shariyar Murtaza, Yifan Nie, Jimmy Lin:
Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain. CoRR abs/2305.18324 (2023) - 2022
- [c318]Sankeerth Durvasula, Raymond Kiguru, Samarth Mathur, Jenny Xu, Jimmy Lin, Nandita Vijaykumar:
VoxelCache: Accelerating Online Mapping in Robotics and 3D Reconstruction Tasks. PACT 2022: 239-251 - [c317]Hang Li
, Shengyao Zhuang, Xueguang Ma, Jimmy Lin, Guido Zuccon:
Pseudo-Relevance Feedback with Dense Retrievers in Pyserini. ADCS 2022: 1:1-1:6 - [c316]Wei Zhong, Yuqing Xie, Jimmy Lin:
Applying Structural and Dense Semantic Matching for the ARQMath Lab 2022, CLEF. CLEF (Working Notes) 2022: 147-170 - [c315]Hang Li, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon:
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study. ECIR (1) 2022: 599-612 - [c314]Xueguang Ma, Kai Sun, Ronak Pradeep, Minghan Li, Jimmy Lin:
Another Look at DPR: Reproduction of Training and Replication of Retrieval. ECIR (1) 2022: 613-626 - [c313]Ronak Pradeep, Yuqi Liu, Xinyu Zhang, Yilin Li, Andrew Yates, Jimmy Lin:
Squeezing Water from a Stone: A Bag of Tricks for Further Improving Cross-Encoder Effectiveness for Reranking. ECIR (1) 2022: 655-670 - [c312]Raphael Tang, Karun Kumar, Gefei Yang, Akshat Pandey, Yajie Mao, Vladislav Belyaev, Madhuri Emmadi, G. Craig Murray, Ferhan Ture, Jimmy Lin:
SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale. EMNLP (Industry Track) 2022: 285-293 - [c311]Minghan Li, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin:
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking. EMNLP 2022: 333-345 - [c310]Yizhen Zhong, Jiajie Xiao, Thomas Vetterli, Mahan Matin, Ellen Loo, Jimmy Lin, Richard Bourgon, Ofer Shapira:
Improving Precancerous Case Characterization via Transformer-based Ensemble Learning. EMNLP (Industry Track) 2022: 379-389 - [c309]Wei Zhong, Jheng-Hong Yang, Yuqing Xie, Jimmy Lin:
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval. EMNLP (Findings) 2022: 1092-1102 - [c308]Peng Shi, Rui Zhang, He Bai, Jimmy Lin:
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing. EMNLP (Findings) 2022: 5248-5259 - [c307]Peng Shi, Linfeng Song, Lifeng Jin, Haitao Mi, He Bai, Jimmy Lin, Dong Yu:
Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup. EMNLP (Findings) 2022: 5296-5306 - [c306]Odunayo Ogundepo, Xinyu Zhang, Shuo Sun, Kevin Duh, Jimmy Lin:
AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages. EMNLP 2022: 8721-8728 - [c305]Raphael Tang, Karun Kumar, Ji Xin, Piyush Vyas, Wenyan Li, Gefei Yang, Yajie Mao, G. Craig Murray, Jimmy Lin:
Temporal Early Exiting for Streaming Speech Commands Recognition. ICASSP 2022: 7567-7571 - [c304]Matthew Y. R. Yang, Siwen Yang, Jimmy Lin:
Integration of text and geospatial search for hydrographic datasets using the lucene search library. JCDL 2022: 36 - [c303]Zhiying Jiang, Yiqin Dai, Ji Xin, Ming Li, Jimmy Lin:
Few-Shot Non-Parametric Learning with Deep Latent Variable Model. NeurIPS 2022 - [c302]Ronak Pradeep, Yilin Li, Yuetong Wang, Jimmy Lin:
Neural Query Synthesis and Domain-Specific Ranking Templates for Multi-Stage Clinical Trial Matching. SIGIR 2022: 2325-2330 - [c301]Hang Li, Shuai Wang, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon:
To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers. SIGIR 2022: 2495-2500 - [c300]Yuqi Liu, Chengcheng Hu, Jimmy Lin:
Another Look at Information Retrieval as Statistical Translation. SIGIR 2022: 2749-2754 - [c299]Jimmy Lin, Daniel Campos, Nick Craswell, Bhaskar Mitra, Emine Yilmaz:
Fostering Coopetition While Plugging Leaks: The Design and Implementation of the MS MARCO Leaderboards. SIGIR 2022: 2939-2948 - [c298]Ellen M. Voorhees, Nick Craswell, Jimmy Lin:
Too Many Relevants: Whither Cranfield Test Collections? SIGIR 2022: 2970-2980 - [c297]Xueguang Ma, Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin:
Document Expansion Baselines and Learned Sparse Lexical Representations for MS MARCO V1 and V2. SIGIR 2022: 3187-3197 - [c296]Andrew Trotman, Joel Mackenzie, Pradeesh Parameswaran, Jimmy Lin:
A Common Framework for Exploring Document-at-a-Time and Score-at-a-Time Retrieval Methods. SIGIR 2022: 3229-3234 - [c295]Josh Seltzer, Kathy Cheng, Shi Zong, Jimmy Lin:
Flipping the Script: Inverse Information Seeking Dialogues for Market Research. SIGIR 2022: 3380-3383 - [c294]Josh Devins, Julie Tibshirani, Jimmy Lin:
Aligning the Research and Practice of Building Search Applications: Elasticsearch and Pyserini. WSDM 2022: 1573-1576 - [i129]Ellen M. Voorhees, Ian Soboroff, Jimmy Lin:
Can Old TREC Collections Reliably Evaluate Modern Neural Retrieval Models? CoRR abs/2201.11086 (2022) - [i128]Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan:
Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval. CoRR abs/2203.05765 (2022) - [i127]Wei Zhong, Jheng-Hong Yang, Jimmy Lin:
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval. CoRR abs/2203.11163 (2022) - [i126]Xinyu Zhang, Kelechi Ogueji, Xueguang Ma, Jimmy Lin:
Towards Best Practices for Training Multilingual Dense Retrieval Models. CoRR abs/2204.02363 (2022) - [i125]Hang Li, Shuai Wang, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon:
To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers. CoRR abs/2205.00235 (2022) - [i124]Minghan Li, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin:
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking. CoRR abs/2205.09638 (2022) - [i123]Nandan Thakur, Nils Reimers, Jimmy Lin:
Domain Adaptation for Memory-Efficient Dense Retrieval. CoRR abs/2205.11498 (2022) - [i122]Sheng-Chieh Lin, Jimmy Lin:
A Dense Representation Framework for Lexical and Semantic Matching. CoRR abs/2206.09912 (2022) - [i121]Zhiying Jiang, Yiqin Dai, Ji Xin, Ming Li, Jimmy Lin:
Few-Shot Non-Parametric Learning with Deep Latent Variable Model. CoRR abs/2206.11573 (2022) - [i120]Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin:
Building an Efficiency Pipeline: Commutativity and Cumulativeness of Efficiency Operators for Transformers. CoRR abs/2208.00483 (2022) - [i119]Sheng-Chieh Lin, Minghan Li, Jimmy Lin:
Aggretriever: A Simple Approach to Aggregate Textual Representation for Robust Dense Passage Retrieval. CoRR abs/2208.00511 (2022) - [i118]Raphael Tang, Akshat Pandey, Zhiying Jiang, Gefei Yang, Karun Kumar, Jimmy Lin, Ferhan Ture:
What the DAAM: Interpreting Stable Diffusion Using Cross Attention. CoRR abs/2210.04885 (2022) - [i117]Odunayo Ogundepo, Xinyu Zhang, Jimmy Lin:
Better Than Whitespace: Information Retrieval for Languages without Custom Tokenizers. CoRR abs/2210.05481 (2022) - [i116]Linqing Liu, Minghan Li, Jimmy Lin, Sebastian Riedel, Pontus Stenetorp:
Query Expansion Using Contextual Clue Sampling with Language Models. CoRR abs/2210.07093 (2022) - [i115]Sankeerth Durvasula, Raymond Kiguru, Samarth Mathur, Jenny Xu, Jimmy Lin, Nandita Vijaykumar:
VoxelCache: Accelerating Online Mapping in Robotics and 3D Reconstruction Tasks. CoRR abs/2210.08729 (2022) - [i114]Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Mehdi Rezagholizadeh, Jimmy Lin:
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages. CoRR abs/2210.09984 (2022) - [i113]Peng Shi, Rui Zhang, He Bai, Jimmy Lin:
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing. CoRR abs/2210.13693 (2022) - [i112]Jimmy Lin:
On the Interaction Between Differential Privacy and Gradient Compression in Deep Learning. CoRR abs/2211.00734 (2022) - [i111]Minghan Li, Sheng-Chieh Lin, Barlas Oguz, Asish Ghoshal, Jimmy Lin, Yashar Mehdad, Wen-tau Yih, Xilun Chen:
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval. CoRR abs/2211.10411 (2022) - [i110]Raphael Tang, Karun Kumar, Gefei Yang, Akshat Pandey, Yajie Mao, Vladislav Belyaev, Madhuri Emmadi, G. Craig Murray, Ferhan Ture, Jimmy Lin:
SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale. CoRR abs/2211.11740 (2022) - [i109]Yizhen Zhong, Jiajie Xiao, Thomas Vetterli, Mahan Matin, Ellen Loo, Jimmy Lin, Richard Bourgon, Ofer Shapira:
Improving Precancerous Case Characterization via Transformer-based Ensemble Learning. CoRR abs/2212.05150 (2022) - [i108]Zhiying Jiang, Matthew Y. R. Yang, Mikhail Tsirlin, Raphael Tang, Jimmy Lin:
Less is More: Parameter-Free Text Classification with Gzip. CoRR abs/2212.09410 (2022) - [i107]Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan:
Precise Zero-Shot Dense Retrieval without Relevance Labels. CoRR abs/2212.10496 (2022) - [i106]Jimmy Lin:
Building a Culture of Reproducibility in Academic Research. CoRR abs/2212.13534 (2022) - 2021
- [b3]Jimmy Lin, Rodrigo Frassetto Nogueira, Andrew Yates:
Pretrained Transformers for Text Ranking: BERT and Beyond. Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers 2021, pp. 1-325 - [j61]Samantha Fritz, Ian Milligan, Nick Ruest, Jimmy Lin:
Fostering Community Engagement through Datathon Events: The Archives Unleashed Experience. Digit. Humanit. Q. 15(1) (2021) - [j60]Martin Gauch, Juliane Mai, Jimmy Lin:
The proper care and feeding of CAMELS: How limited training data affects streamflow prediction. Environ. Model. Softw. 135: 104926 (2021) - [j59]Jimmy Lin:
A proposed conceptual framework for a representational approach to information retrieval. SIGIR Forum 55(2): 4:1-4:29 (2021) - [j58]Sheng-Chieh Lin, Jheng-Hong Yang, Rodrigo Frassetto Nogueira, Ming-Feng Tsai, Chuan-Ju Wang, Jimmy Lin:
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting. ACM Trans. Inf. Syst. 39(4): 48:1-48:29 (2021) - [c293]He Bai, Peng Shi, Jimmy Lin, Yuqing Xie, Luchen Tan, Kun Xiong, Wen Gao, Ming Li:
Segatron: Segment-Aware Transformer for Language Modeling and Understanding. AAAI 2021: 12526-12534 - [c292]He Bai, Peng Shi, Jimmy Lin, Luchen Tan, Kun Xiong, Wen Gao, Jie Liu, Ming Li:
Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2. ACL (student) 2021: 148-162 - [c291]Kelvin Jiang, Ronak Pradeep, Jimmy Lin:
Exploring Listwise Evidence Reasoning with T5 for Fact Verification. ACL/IJCNLP (2) 2021: 402-410 - [c290]Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin:
The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing. ACL/IJCNLP (1) 2021: 1040-1051 - [c289]Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin:
Scientific Claim Verification with VerT5erini. LOUHI@EACL 2021: 94-103 - [c288]Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin:
How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks. BlackboxNLP@EMNLP 2021: 496-509 - [c287]Wei Zhong, Xinyu Zhang, Ji Xin, Richard Zanibbi, Jimmy Lin:
Approach Zero and Anserini at the CLEF-2021 ARQMath Track: Applying Substructure Search and BM25 on Operator Tree Path Tokens. CLEF (Working Notes) 2021: 133-156 - [c286]Mayank Anand, Jiarui Zhang, Shane Ding, Ji Xin, Jimmy Lin:
Serverless BM25 Search and BERT Reranking. DESIRES 2021: 3-9 - [c285]Jimmy Lin, Xueguang Ma, Joel Mackenzie, Antonio Mallia:
On the Separation of Logical and Physical Ranking Models for Text Retrieval Applications. DESIRES 2021: 176-178 - [c284]Ogundepo Odunayo, Naveela N. Sookoo, Gautam Bathla, Anthony Cavallin, Bhaleka D. Persaud, Kathy Szigeti, Philippe Van Cappellen, Jimmy Lin:
Rescuing historical climate observations to support hydrological research: a case study of solar radiation data. DocEng 2021: 19:1-19:4 - [c283]Ji Xin, Raphael Tang, Yaoliang Yu, Jimmy Lin:
BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression. EACL 2021: 91-104 - [c282]Mohan Zhang, Luchen Tan, Zihang Fu, Kun Xiong, Jimmy Lin, Ming Li, Zhengkai Tu:
Don't Change Me! User-Controllable Selective Paraphrase Generation. EACL 2021: 3522-3527 - [c281]Xinyu Zhang, Andrew Yates, Jimmy Lin:
Comparing Score Aggregation Approaches for Document Retrieval with Pretrained Transformers. ECIR (2) 2021: 150-163 - [c280]Yue Zhang, Chengcheng Hu, Yuqi Liu, Hui Fang, Jimmy Lin:
Learning to Rank in the Age of Muppets: Effectiveness-Efficiency Tradeoffs in Multi-Stage Ranking. SustaiNLP@EMNLP 2021: 64-73 - [c279]Minghan Li, Ming Li, Kun Xiong, Jimmy Lin:
Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering. EMNLP (Findings) 2021: 274-287 - [c278]Raphael Tang, Karun Kumar, Kendra Chalkley, Ji Xin, Liming Zhang, Wenyan Li, Gefei Yang, Yajie Mao, Junho Shin, Geoffrey Craig Murray, Jimmy Lin:
Voice Query Auto Completion. EMNLP (1) 2021: 900-906 - [c277]Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin:
Contextualized Query Embeddings for Conversational Search. EMNLP (1) 2021: 1004-1015 - [c276]Xueguang Ma, Minghan Li, Kai Sun, Ji Xin, Jimmy Lin:
Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval. EMNLP (1) 2021: 2854-2859 - [c275]Anup Anand Deshmukh, Qianqiu Zhang, Ming Li, Jimmy Lin, Lili Mou:
Unsupervised Chunking as Syntactic Structure Induction with a Knowledge-Transfer Approach. EMNLP (Findings) 2021: 3626-3634 - [c274]Xiao Han, Yuqi Liu, Jimmy Lin:
The Simplest Thing That Can Possibly Work: (Pseudo-)Relevance Feedback via Text Classification. ICTIR 2021: 123-129 - [c273]Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin:
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval. RepL4NLP@ACL-IJCNLP 2021: 163-173 - [c272]Sebastian Hofstätter, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin, Allan Hanbury:
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling. SIGIR 2021: 113-122 - [c271]Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin:
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime. SIGIR 2021: 1566-1576 - [c270]Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin:
Vera: Prediction Techniques for Reducing Harmful Misinformation in Consumer Health Search. SIGIR 2021: 2066-2070 - [c269]Jimmy Lin, Daniel Campos, Nick Craswell, Bhaskar Mitra, Emine Yilmaz:
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard. SIGIR 2021: 2283-2287 - [c268]Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira:
Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations. SIGIR 2021: 2356-2362 - [c267]Edwin Zhang, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin:
Chatty Goose: A Python Framework for Conversational Search. SIGIR 2021: 2521-2525 - [c266]Wei Zhong, Jimmy Lin:
PYA0: A Python Toolkit for Accessible Math-Aware Search. SIGIR 2021: 2541-2545 - [c265]Andrew Yates, Rodrigo Frassetto Nogueira, Jimmy Lin:
Pretrained Transformers for Text Ranking: BERT and Beyond. SIGIR 2021: 2666-2668 - [c264]Andrew Yates, Rodrigo Frassetto Nogueira, Jimmy Lin:
Pretrained Transformers for Text Ranking: BERT and Beyond. WSDM 2021: 1154-1156 - [i105]Ronak Pradeep, Rodrigo Frassetto Nogueira, Jimmy Lin:
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models. CoRR abs/2101.05667 (2021) - [i104]Jimmy Lin, Xueguang Ma, Sheng-Chieh Lin, Jheng-Hong Yang, Ronak Pradeep, Rodrigo Frassetto Nogueira:
Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations. CoRR abs/2102.10073 (2021) - [i103]Jimmy Lin, Daniel Campos, Nick Craswell, Bhaskar Mitra, Emine Yilmaz:
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard. CoRR abs/2102.12887 (2021) - [i102]Rodrigo Frassetto Nogueira, Zhiying Jiang, Jimmy Lin:
Investigating the Limitations of the Transformers with Simple Arithmetic Tasks. CoRR abs/2102.13019 (2021) - [i101]Xueguang Ma, Kai Sun, Ronak Pradeep, Jimmy Lin:
A Replication Study of Dense Passage Retriever. CoRR abs/2104.05740 (2021) - [i100]Sebastian Hofstätter, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin, Allan Hanbury:
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling. CoRR abs/2104.06967 (2021) - [i99]Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin:
Contextualized Query Embeddings for Conversational Search. CoRR abs/2104.08707 (2021) - [i98]Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin:
MS MARCO: Benchmarking Ranking Models in the Large-Data Regime. CoRR abs/2105.04021 (2021) - [i97]Jimmy Lin, Xueguang Ma:
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques. CoRR abs/2106.14807 (2021) - [i96]Xinyu Zhang, Xueguang Ma, Peng Shi, Jimmy Lin:
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval. CoRR abs/2108.08787 (2021) - [i95]Peng Shi, Rui Zhang, He Bai, Jimmy Lin:
Cross-Lingual Training with Dense Retrieval for Document Retrieval. CoRR abs/2109.01628 (2021) - [i94]Jimmy Lin:
A Proposed Conceptual Framework for a Representational Approach to Information Retrieval. CoRR abs/2110.01529 (2021) - [i93]Minghan Li, Jimmy Lin:
Encoder Adaptation of Dense Passage Retrieval for Open-Domain Question Answering. CoRR abs/2110.01599 (2021) - [i92]Joel Mackenzie, Andrew Trotman, Jimmy Lin:
Wacky Weights in Learned Sparse Representations and the Revenge of Score-at-a-Time Query Evaluation. CoRR abs/2110.11540 (2021) - [i91]Sheng-Chieh Lin, Jimmy Lin:
Densifying Sparse Representations for Passage Retrieval by Representational Slicing. CoRR abs/2112.04666 (2021) - [i90]Hang Li, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon:
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback: A Reproducibility Study. CoRR abs/2112.06400 (2021)