---
title: "Jimmy Lin — all works — Elamur Research"
description: "All 46 works of Jimmy Lin in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/jimmy-lin/works/"
---
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# Jimmy Lin — all works

46 works · [← Jimmy Lin](https://md.research.elamur.ai/free/en/authors/jimmy-lin/)

1. **[Precise Zero-Shot Dense Retrieval without Relevance Labels](https://md.research.elamur.ai/free/en/papers/gao-2022-precise-zero-shot-dense-retrieval/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Luyu Gao, Xueguang Ma, Jimmy Lin, et al.*2022 · 549 citations*
2. **[End-to-End Open-Domain Question Answering with BERTserini](https://md.research.elamur.ai/free/en/papers/yang-2019-end-end-open-domain-question/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Wei Yang, Yuqing Xie, Aileen Lin, et al.*2019 · 549 citations*
3. **[Document Ranking with a Pretrained Sequence-to-Sequence Model](https://md.research.elamur.ai/free/en/papers/nogueira-2020-document-ranking-pretrained-sequence-sequence/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Rodrigo 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 ↗](https://doi.org/10.1145/3404835.3463238) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Jimmy Lin et al.*2021 · 542 citations*
5. **[DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference](https://md.research.elamur.ai/free/en/papers/xin-2020-deebert-dynamic-early-exiting-accelerating/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ji Xin, Raphael Tang, Jaejun Lee, et al.*2020 · 487 citations*
6. **[Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/he-2015-multi-perspective-sentence-similarity-modeling/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Hua He, Kevin Gimpel, Jimmy Lin*2015 · 454 citations*
7. **[Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling](https://md.research.elamur.ai/free/en/papers/hofstatter-2021-efficiently-teaching-effective-dense-retriever/) [International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/)**Sebastian Hofstatter, Sheng-Chieh Lin, Jheng-Hong Yang, et al.*2021 · 425 citations*
8. [**Simple BERT Models for Relation Extraction and Semantic Role Labeling arXiv:1904.05255**Peng Shi, Jimmy Lin*2019 · 344 citations*](https://md.research.elamur.ai/free/en/papers/shi-2019-simple-bert-models-relation-extraction/)
9. [**Document Expansion by Query Prediction arXiv:1904.08375**Rodrigo Nogueira, Wei Yang, Jimmy Lin, et al.*2019 · 320 citations*](https://md.research.elamur.ai/free/en/papers/nogueira-2019-document-expansion-query-prediction/)
10. **[Multi-Stage Document Ranking with BERT ↗](https://arxiv.org/abs/1910.14424) arXiv (Cornell University) · no summary yet**Rodrigo Frassetto Nogueira et al.*2019 · 302 citations*
11. **[Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement](https://md.research.elamur.ai/free/en/papers/he-2016-pairwise-word-interaction-modeling-deep/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Hua He, Jimmy Lin*2016 · 297 citations*
12. **[Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages](https://md.research.elamur.ai/free/en/papers/ogueji-2021-small-data-no-problem-exploring/) [Workshop on Multilingual Representation Learning](https://md.research.elamur.ai/free/en/venues/mrl/)**Kelechi Ogueji, Yuxin Zhu, Jimmy Lin*2021 · 266 citations*
13. **[Fine-Tuning LLaMA for Multi-Stage Text Retrieval](https://md.research.elamur.ai/free/en/papers/ma-2023-fine-tuning-llama-multi-stage/) [International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)](https://md.research.elamur.ai/free/en/venues/international-acm-sigir-conference-on-research-and-development-in-information/)**Xueguang Ma, Liang Wang, Nan Yang, et al.*2023 · 257 citations*
14. **[Aligning Cross-Lingual Entities with Multi-Aspect Information ↗](https://aclanthology.org/D19-1451/) 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 yet**Hsiu-Wei Yang et al.*2019 · 193 citations*
15. **[Cross-Domain Modeling of Sentence-Level Evidence for Document Retrieval ↗](https://aclanthology.org/D19-1352/) 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 yet**Zeynep Akkalyoncu Yilmaz et al.*2019 · 175 citations*
16. **[In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval ↗](https://aclanthology.org/2021.repl4nlp-1.17/) Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021) · no summary yet**Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin*2021 · 164 citations*
17. **[Extracting Structural Paraphrases from Aligned Monolingual Corpora ↗](https://aclanthology.org/W03-1608/) Proceedings of the Second International Workshop on Paraphrasing · no summary yet**Ali Ibrahim, Boris Katz, Jimmy Lin*2003 · 154 citations*
18. **[MIRACL: A Multilingual Retrieval Dataset Covering 18 Diverse Languages](https://md.research.elamur.ai/free/en/papers/zhang-2023-miracl-multilingual-retrieval-dataset-covering/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Xinyu Zhang, Nandan Thakur, Odunayo Ogundepo, et al.*2023 · 149 citations*
19. **[What the DAAM: Interpreting Stable Diffusion Using Cross Attention ↗](https://aclanthology.org/2023.acl-long.310/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Raphael Tang et al.*2023 · 137 citations*
20. **[Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks ↗](https://aclanthology.org/N18-2047/) 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 yet**Salman Mohammed, Peng Shi, Jimmy Lin*2018 · 137 citations*
21. **[BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression ↗](https://aclanthology.org/2021.eacl-main.8/) Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yet**Ji Xin et al.*2021 · 135 citations*
22. **[Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval ↗](https://aclanthology.org/2021.mrl-1.12/) Proceedings of the 1st Workshop on Multilingual Representation Learning · no summary yet**Xinyu Zhang et al.*2021 · 129 citations*
23. **[How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval](https://md.research.elamur.ai/free/en/papers/lin-2023-how-train-your-dragon-diverse/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Sheng-Chieh Lin, Akari Asai, Minghan Li, et al.*2023 · 116 citations*
24. **[Rethinking Complex Neural Network Architectures for Document Classification ↗](https://aclanthology.org/N19-1408/) 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 yet**Ashutosh Adhikari et al.*2019 · 116 citations*
25. **[Applying BERT to Document Retrieval with Birch ↗](https://aclanthology.org/D19-3004/) 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 yet**Zeynep Akkalyoncu Yilmaz et al.*2019 · 114 citations*
26. **[Zero-Shot Listwise Document Reranking with a Large Language Model ↗](https://arxiv.org/abs/2305.02156) arXiv:2305.02156 · no summary yet**Xueguang Ma et al.*2023 · 105 citations*
27. **[Brute force and indexed approaches to pairwise document similarity comparisons with MapReduce ↗](https://doi.org/10.1145/1571941.1571970) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Jimmy Lin*2009 · 101 citations*
28. **[Investigating the Limitations of Transformers with Simple Arithmetic Tasks ↗](https://arxiv.org/abs/2102.13019) arXiv:2102.13019 · no summary yet**Rodrigo Nogueira, Zhiying Jiang, Jimmy Lin*2021 · 96 citations*
29. **[“Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors ↗](https://aclanthology.org/2023.findings-acl.426/) Findings of the Association for Computational Linguistics: ACL 2023 · no summary yet**Zhiying Jiang et al.*2023 · 89 citations*
30. **[RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models ↗](https://arxiv.org/abs/2309.15088) arXiv:2309.15088 · no summary yet**Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin*2023 · 81 citations*
31. **[Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling ↗](https://aclanthology.org/D19-1540/) 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 yet**Jinfeng Rao et al.*2019 · 80 citations*
32. **[Rapidly Bootstrapping a Question Answering Dataset for COVID-19 ↗](https://arxiv.org/abs/2004.11339) arXiv (Cornell University) · no summary yet**Raphael Tang et al.*2020 · 70 citations*
33. **[Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset ↗](https://aclanthology.org/2020.sdp-1.5/) Proceedings of the First Workshop on Scholarly Document Processing · no summary yet**Edwin Zhang et al.*2020 · 66 citations*
34. **[Unifying Multimodal Retrieval via Document Screenshot Embedding](https://md.research.elamur.ai/free/en/papers/ma-2024-unifying-multimodal-retrieval-document-screenshot/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://arxiv.org/abs/2004.05125) arXiv (Cornell University) · no summary yet**Zhang, Edwin et al.*2020 · 41 citations*
36. **[MKD: a Multi-Task Knowledge Distillation Approach for Pretrained Language Models ↗](https://arxiv.org/abs/1911.03588) arXiv (Cornell University) · no summary yet**Liu, Linqing et al.*2019 · 27 citations*
37. **[Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval ↗](https://aclanthology.org/2022.findings-emnlp.78/) Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yet**Wei Zhong et al.*2022 · 23 citations*
38. **[VISA: Retrieval Augmented Generation with Visual Source Attribution](https://md.research.elamur.ai/free/en/papers/ma-2025-visa-retrieval-augmented-generation-visual/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xueguang Ma, Shengyao Zhuang, Bevan Koopman, et al.*2025 · 22 citations*
39. **[Navigation-based candidate expansion and pretrained language models for citation recommendation ↗](https://doi.org/10.1007/s11192-020-03718-9) Scientometrics · no summary yet**Rodrigo Frassetto Nogueira et al.*2020 · 20 citations*
40. **[MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems](https://md.research.elamur.ai/free/en/papers/thakur-2025-mirage-bench-automatic-multilingual-benchmark/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Nandan Thakur, Suleman Kazi, Ge Luo, et al.*2025 · 15 citations*
41. **[DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers](https://md.research.elamur.ai/free/en/papers/ma-2025-drama-diverse-augmentation-large-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xueguang Ma, Xi Victoria Lin, Barlas Oguz, et al.*2025 · 13 citations*
42. **[Evaluating pretrained transformer models for citation recommendation ↗](https://openalex.org/W3021901806) no summary yet**Rodrigo Frassetto Nogueira et al.*2020 · 7 citations*
43. **[Gappy Pattern Matching on GPUs for On-Demand Extraction of Hierarchical Translation Grammars ↗](https://aclanthology.org/Q15-1007/) Transactions of the Association for Computational Linguistics · no summary yet**Hua He, Jimmy Lin, Adam Lopez*2015 · 7 citations*
44. [**Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks arXiv:1911.02847**Yinan Zhang, Raphael Tang, Jimmy Lin*2019 · 6 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2019-explicit-pairwise-word-interaction-modeling/)
45. **[Rerank Before You Reason: Analyzing Reranking Tradeoffs through Effective Token Cost in Deep Search Agents](https://md.research.elamur.ai/free/en/papers/sharifymoghaddam-2026-rerank-before-you-reason-analyzing/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Sahel Sharifymoghaddam, Jimmy Lin*2026 · 2 citations*
46. **[Don't Change Me! User-Controllable Selective Paraphrase Generation ↗](https://aclanthology.org/2021.eacl-main.307/) Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · no summary yet**Mohan Zhang et al.*2021 · 2 citations*