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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
[j63]Joel Mackenzie
, Andrew Trotman, Jimmy Lin:
Efficient Document-at-a-time and Score-at-a-time Query Evaluation for Learned Sparse Representations. ACM Trans. Inf. Syst. 41(4): 96:1-96:28 (2023)- [j62]Sheng-Chieh Lin, Jimmy Lin:
A Dense Representation Framework for Lexical and Semantic Matching. ACM Trans. Inf. Syst. 41(4): 110:1-110:29 (2023) - [c341]Ehsan Kamalloo, Xinyu Zhang, Odunayo Ogundepo, Nandan Thakur, David Alfonso-Hermelo, Mehdi Rezagholizadeh, Jimmy Lin:
Evaluating Embedding APIs for Information Retrieval. ACL (industry) 2023: 518-526 - [c340]Aleksandra Piktus, Odunayo Ogundepo, Christopher Akiki, Akintunde Oladipo, Xinyu Zhang, Hailey Schoelkopf, Stella Biderman, Martin Potthast, Jimmy Lin:
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration. ACL (demo) 2023: 588-598 - [c339]Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan:
Precise Zero-Shot Dense Retrieval without Relevance Labels. ACL (1) 2023: 1762-1777 - [c338]Ji Xin, Raphael Tang, Zhiying Jiang, Yaoliang Yu, Jimmy Lin:
Operator Selection and Ordering in a Pipeline Approach to Efficiency Optimizations for Transformers. ACL (Findings) 2023: 2870-2882 - [c337]Raphael Tang, Linqing Liu, Akshat Pandey, Zhiying Jiang, Gefei Yang, Karun Kumar, Pontus Stenetorp, Jimmy Lin, Ferhan Ture:
What the DAAM: Interpreting Stable Diffusion Using Cross Attention. ACL (1) 2023: 5644-5659 - [c336]Zhiying Jiang, Matthew Y. R. Yang, Mikhail Tsirlin, Raphael Tang, Yiqin Dai, Jimmy Lin:
"Low-Resource" Text Classification: A Parameter-Free Classification Method with Compressors. ACL (Findings) 2023: 6810-6828 - [c335]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. ACL (1) 2023: 11891-11907 - [c334]Xueguang Ma, Tommaso Teofili, Jimmy Lin:
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes. CIKM 2023: 5366-5370 - [c333]Wei Zhong, Yuqing Xie, Jimmy Lin:
Answer Retrieval for Math Questions Using Structural and Dense Retrieval. CLEF 2023: 209-223 - [c332]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 - [c331]Manveer Singh Tamber, Ronak Pradeep, Jimmy Lin:
Pre-processing Matters! Improved Wikipedia Corpora for Open-Domain Question Answering. ECIR (3) 2023: 163-176 - [c330]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. EMNLP (Demos) 2023: 140-148 - [c329]Wei Zhong, Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin:
One Blade for One Purpose: Advancing Math Information Retrieval using Hybrid Search. SIGIR 2023: 141-151 - [c328]Minghan Li, Sheng-Chieh Lin, Xueguang Ma, Jimmy Lin:
SLIM: Sparsified Late Interaction for Multi-Vector Retrieval with Inverted Indexes. SIGIR 2023: 1954-1959 - [c327]Chris Kamphuis, Aileen Lin, Siwen Yang, Jimmy Lin, Arjen P. de Vries, Faegheh Hasibi:
MMEAD: MS MARCO Entity Annotations and Disambiguations. SIGIR 2023: 2817-2825 - [c326]Nandan Thakur, Kexin Wang, Iryna Gurevych, Jimmy Lin:
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval. SIGIR 2023: 2964-2974 - [c325]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. SIGIR 2023: 2975-2984 - [c324]Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan:
Tevatron: An Efficient and Flexible Toolkit for Neural Retrieval. SIGIR 2023: 3120-3124 - [c323]Xueguang Ma, Hengxin Fun, Xusen Yin, Antonio Mallia, Jimmy Lin:
Enhancing Sparse Retrieval via Unsupervised Learning. SIGIR-AP 2023: 150-157 - [i157]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) - [i156]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) - [i155]Xinyu Zhang, Minghan Li, Jimmy Lin:
Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction. CoRR abs/2302.06589 (2023) - [i154]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) - [i153]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) - [i152]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) - [i151]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) - [i150]Xueguang Ma, Tommaso Teofili, Jimmy Lin:
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes. CoRR abs/2304.12139 (2023) - [i149]Xueguang Ma, Xinyu Zhang, Ronak Pradeep, Jimmy Lin:
Zero-Shot Listwise Document Reranking with a Large Language Model. CoRR abs/2305.02156 (2023) - [i148]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) - [i147]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) - [i146]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) - [i145]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) - [i144]Aleksandra Piktus, Odunayo Ogundepo, Christopher Akiki, Akintunde Oladipo, Xinyu Zhang, Hailey Schoelkopf, Stella Biderman, Martin Potthast, Jimmy Lin:
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration. CoRR abs/2306.01481 (2023) - [i143]Ehsan Kamalloo, Nandan Thakur, Carlos Lassance, Xueguang Ma, Jheng-Hong Yang, Jimmy Lin:
Resources for Brewing BEIR: Reproducible Reference Models and an Official Leaderboard. CoRR abs/2306.07471 (2023) - [i142]Nandan Thakur, Kexin Wang, Iryna Gurevych, Jimmy Lin:
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval. CoRR abs/2307.10488 (2023) - [i141]Ehsan Kamalloo, Aref Jafari, Xinyu Zhang, Nandan Thakur, Jimmy Lin:
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution. CoRR abs/2307.16883 (2023) - [i140]Cynthia Huang, Yuqing Xie, Zhiying Jiang, Jimmy Lin, Ming Li:
Approximating Human-Like Few-shot Learning with GPT-based Compression. CoRR abs/2308.06942 (2023) - [i139]Jimmy Lin, Ronak Pradeep, Tommaso Teofili, Jasper Xian:
Vector Search with OpenAI Embeddings: Lucene Is All You Need. CoRR abs/2308.14963 (2023) - [i138]Zijun Wu, Anup Anand Deshmukh, Yongkang Wu, Jimmy Lin, Lili Mou:
Unsupervised Chunking with Hierarchical RNN. CoRR abs/2309.04919 (2023) - [i137]Chris Kamphuis, Aileen Lin, Siwen Yang, Jimmy Lin, Arjen P. de Vries, Faegheh Hasibi:
MMEAD: MS MARCO Entity Annotations and Disambiguations. CoRR abs/2309.07574 (2023) - [i136]Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin:
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models. CoRR abs/2309.15088 (2023) - [i135]Raphael Tang, Xinyu Zhang, Xueguang Ma, Jimmy Lin, Ferhan Ture:
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models. CoRR abs/2310.07712 (2023) - [i134]Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin:
Fine-Tuning LLaMA for Multi-Stage Text Retrieval. CoRR abs/2310.08319 (2023) - [i133]Nandan Thakur, Jianmo Ni, Gustavo Hernández Ábrego, John Wieting, Jimmy Lin, Daniel Cer:
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval. CoRR abs/2311.05800 (2023) - [i132]Minghan Li, Honglei Zhuang, Kai Hui, Zhen Qin, Jimmy Lin, Rolf Jagerman, Xuanhui Wang, Michael Bendersky:
Generate, Filter, and Fuse: Query Expansion via Multi-Step Keyword Generation for Zero-Shot Neural Rankers. CoRR abs/2311.09175 (2023) - [i131]Haonan Chen, Carlos Lassance, Jimmy Lin:
End-to-End Retrieval with Learned Dense and Sparse Representations Using Lucene. CoRR abs/2311.18503 (2023) - [i130]Raphael Tang, Xinyu Zhang, Jimmy Lin, Ferhan Ture:
What Do Llamas Really Think? Revealing Preference Biases in Language Model Representations. CoRR abs/2311.18812 (2023) - 2022
- [c322]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 - [c321]Hang Li, Shengyao Zhuang, Xueguang Ma, Jimmy Lin, Guido Zuccon:
Pseudo-Relevance Feedback with Dense Retrievers in Pyserini. ADCS 2022: 1:1-1:6 - [c320]Wei Zhong, Yuqing Xie, Jimmy Lin:
Applying Structural and Dense Semantic Matching for the ARQMath Lab 2022, CLEF. CLEF (Working Notes) 2022: 147-170 - [c319]Chris Kamphuis, Faegheh Hasibi, Jimmy Lin, Arjen P. de Vries:
REBL: Entity Linking at Scale (prototype). DESIRES 2022: 68-75 - [c318]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 - [c317]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 - [c316]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 - [c315]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 - [c314]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 - [c313]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 - [c312]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 - [c311]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 - [c310]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 - [c309]Odunayo Ogundepo, Xinyu Zhang, Shuo Sun, Kevin Duh, Jimmy Lin:
AfriCLIRMatrix: Enabling Cross-Lingual Information Retrieval for African Languages. EMNLP 2022: 8721-8728 - [c308]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 - [c307]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 - [c306]Zhiying Jiang, Yiqin Dai, Ji Xin, Ming Li, Jimmy Lin:
Few-Shot Non-Parametric Learning with Deep Latent Variable Model. NeurIPS 2022 - [c305]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 - [c304]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 - [c303]Yuqi Liu, Chengcheng Hu, Jimmy Lin:
Another Look at Information Retrieval as Statistical Translation. SIGIR 2022: 2749-2754 - [c302]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 - [c301]Ellen M. Voorhees, Nick Craswell, Jimmy Lin:
Too Many Relevants: Whither Cranfield Test Collections? SIGIR 2022: 2970-2980 - [c300]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 - [c299]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 - [c298]Josh Seltzer, Kathy Cheng, Shi Zong, Jimmy Lin:
Flipping the Script: Inverse Information Seeking Dialogues for Market Research. SIGIR 2022: 3380-3383 - [c297]Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, Jimmy Lin, Ellen M. Voorhees, Ian Soboroff:
Overview of the TREC 2022 Deep Learning Track. TREC 2022 - [c296]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. TREC 2022 - [c295]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, ISBN 978-3-031-01053-8, 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) - [c294]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 - [c293]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 - [c292]Kelvin Jiang, Ronak Pradeep, Jimmy Lin:
Exploring Listwise Evidence Reasoning with T5 for Fact Verification. ACL/IJCNLP (2) 2021: 402-410 - [c291]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 - [c290]Ronak Pradeep, Xueguang Ma, Rodrigo Frassetto Nogueira, Jimmy Lin:
Scientific Claim Verification with VerT5erini. LOUHI@EACL 2021: 94-103 - [c289]Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin:
How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks. BlackboxNLP@EMNLP 2021: 496-509 - [c288]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 - [c287]Mayank Anand, Jiarui Zhang, Shane Ding, Ji Xin, Jimmy Lin:
Serverless BM25 Search and BERT Reranking. DESIRES 2021: 3-9 - [c286]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 - [c285]