🧑‍🔬 Jimmy Lin — all works

46 works · ← Jimmy Lin

1. Precise Zero-Shot Dense Retrieval without Relevance LabelsAnnual Meeting of the Association for Computational Linguistics (ACL)Luyu Gao, Xueguang Ma, Jimmy Lin, et al.2022 · 549 citations
2. End-to-End Open-Domain Question Answering with BERTseriniConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Wei Yang, Yuqing Xie, Aileen Lin, et al.2019 · 549 citations
3. Document Ranking with a Pretrained Sequence-to-Sequence ModelFindings of the Association for Computational LinguisticsRodrigo Nogueira, Zhiying Jiang, Ronak Pradeep, et al.2020 · 543 citations
4. Pyserini: A Python Toolkit for Reproducible Information Retrieval Research with Sparse and Dense Representations ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetJimmy Lin et al.2021 · 542 citations
5. DeeBERT: Dynamic Early Exiting for Accelerating BERT InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Ji Xin, Raphael Tang, Jaejun Lee, et al.2020 · 487 citations
6. Multi-Perspective Sentence Similarity Modeling with Convolutional Neural NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Hua He, Kevin Gimpel, Jimmy Lin2015 · 454 citations
7. Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware SamplingInternational ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Sebastian Hofstatter, Sheng-Chieh Lin, Jheng-Hong Yang, et al.2021 · 425 citations
8. Simple BERT Models for Relation Extraction and Semantic Role LabelingarXiv:1904.05255Peng Shi, Jimmy Lin2019 · 344 citations
9. Document Expansion by Query PredictionarXiv:1904.08375Rodrigo Nogueira, Wei Yang, Jimmy Lin, et al.2019 · 320 citations
10. Multi-Stage Document Ranking with BERT ↗arXiv (Cornell University) · no summary yetRodrigo Frassetto Nogueira et al.2019 · 302 citations
11. Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity MeasurementConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hua He, Jimmy Lin2016 · 297 citations
12. Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced LanguagesWorkshop on Multilingual Representation LearningKelechi Ogueji, Yuxin Zhu, Jimmy Lin2021 · 266 citations
13. Fine-Tuning LLaMA for Multi-Stage Text RetrievalInternational ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Xueguang Ma, Liang Wang, Nan Yang, et al.2023 · 257 citations
14. Aligning Cross-Lingual Entities with Multi-Aspect Information ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetHsiu-Wei Yang et al.2019 · 193 citations
15. Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetZeynep Akkalyoncu Yilmaz et al.2019 · 175 citations
16. In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval ↗Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) · no summary yetSheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin2021 · 164 citations
17. Extracting Structural Paraphrases from Aligned Monolingual Corpora ↗Proceedings of the Second International Workshop on Paraphrasing · no summary yetAli Ibrahim, Boris Katz, Jimmy Lin2003 · 154 citations
18. MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse LanguagesTransactions of the Association for Computational Linguistics (TACL)Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, et al.2023 · 149 citations
19. What the DAAM: Interpreting Stable Diffusion Using Cross Attention ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetRaphael Tang et al.2023 · 137 citations
20. Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) · no summary yetSalman Mohammed, Peng Shi, Jimmy Lin2018 · 137 citations
21. BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression ↗Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yetJi Xin et al.2021 · 135 citations
22. Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval ↗Proceedings of the 1st Workshop on Multilingual Representation Learning · no summary yetXinyu Zhang et al.2021 · 129 citations
23. How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense RetrievalFindings of the Association for Computational LinguisticsSheng-Chieh Lin, Akari Asai, Minghan Li, et al.2023 · 116 citations
24. Rethinking Complex Neural Network Architectures for Document Classification ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetAshutosh Adhikari et al.2019 · 116 citations
25. Applying BERT to Document Retrieval with Birch ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP): System Demonstrations · no summary yetZeynep Akkalyoncu Yilmaz et al.2019 · 114 citations
26. Zero-Shot Listwise Document Reranking with a Large Language Model ↗arXiv:2305.02156 · no summary yetXueguang Ma et al.2023 · 105 citations
27. Brute force and indexed approaches to pairwise document similarity comparisons with MapReduce ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetJimmy Lin2009 · 101 citations
28. Investigating the Limitations of Transformers with Simple Arithmetic Tasks ↗arXiv:2102.13019 · no summary yetRodrigo Nogueira, Zhiying Jiang, Jimmy Lin2021 · 96 citations
29. “Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetZhiying Jiang et al.2023 · 89 citations
30. RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models ↗arXiv:2309.15088 · no summary yetRonak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin2023 · 81 citations
31. Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetJinfeng Rao et al.2019 · 80 citations
32. Rapidly Bootstrapping a Question Answering Dataset for COVID-19 ↗arXiv (Cornell University) · no summary yetRaphael Tang et al.2020 · 70 citations
33. Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset ↗Proceedings of the First Workshop on Scholarly Document Processing · no summary yetEdwin Zhang et al.2020 · 66 citations
34. Unifying Multimodal Retrieval via Document Screenshot EmbeddingConference on Empirical Methods in Natural Language Processing (EMNLP)Xueguang Ma, Sheng-Chieh Lin, Minghan Li, et al.2024 · 61 citations
35. Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset: Preliminary Thoughts and Lessons Learned ↗arXiv (Cornell University) · no summary yetZhang, Edwin et al.2020 · 41 citations
36. MKD: a Multi-Task Knowledge Distillation Approach for Pretrained Language Models ↗arXiv (Cornell University) · no summary yetLiu, Linqing et al.2019 · 27 citations
37. Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetWei Zhong et al.2022 · 23 citations
38. VISA: Retrieval Augmented Generation with Visual Source AttributionAnnual Meeting of the Association for Computational Linguistics (ACL)Xueguang Ma, Shengyao Zhuang, Bevan Koopman, et al.2025 · 22 citations
39. Navigation-based candidate expansion and pretrained language models for citation recommendation ↗Scientometrics · no summary yetRodrigo Frassetto Nogueira et al.2020 · 20 citations
40. MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation SystemsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nandan Thakur, Suleman Kazi, Ge Luo, et al.2025 · 15 citations
41. DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense RetrieversAnnual Meeting of the Association for Computational Linguistics (ACL)Xueguang Ma, Xi Victoria Lin, Barlas Oguz, et al.2025 · 13 citations
42. Evaluating pretrained transformer models for citation recommendation ↗no summary yetRodrigo Frassetto Nogueira et al.2020 · 7 citations
43. Gappy Pattern Matching on GPUs for On-Demand Extraction of Hierarchical Translation Grammars ↗Transactions of the Association for Computational Linguistics · no summary yetHua He, Jimmy Lin, Adam Lopez2015 · 7 citations
44. Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity TasksarXiv:1911.02847Yinan Zhang, Raphael Tang, Jimmy Lin2019 · 6 citations
45. Rerank Before You Reason: Analyzing Reranking Tradeoffs through Effective Token Cost in Deep Search AgentsFindings of the Association for Computational LinguisticsSahel Sharifymoghaddam, Jimmy Lin2026 · 2 citations
46. Don't Change Me! User-Controllable Selective Paraphrase Generation ↗Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yetMohan Zhang et al.2021 · 2 citations

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/jimmy-lin/works/