---
title: "Hoifung Poon — all works — Elamur Research"
description: "All 142 works of Hoifung Poon in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
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---
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# Hoifung Poon — all works

142 works · page 1 of 2 · 1–100 · [← Hoifung Poon](https://md.research.elamur.ai/free/en/authors/hoifung-poon/)

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1. [**Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing arXiv:2007.15779**Yu Gu; Robert Tinn; Hao Cheng; Michael Lucas; Naoto Usuyama; Xiaodong Liu; Tristan Naumann; Jianfeng Gao;, Hoifung Poon*2020 · 2,674 citations*](https://md.research.elamur.ai/free/en/papers/gu-2020-domain-specific-language-model-pretraining/)
2. **[BioGPT: generative pre-trained transformer for biomedical text generation and mining ↗](https://doi.org/10.1093/bib/bbac409) Briefings in Bioinformatics · no summary yet**Renqian Luo et al.*2022 · 1,342 citations*
3. **[Representing Text for Joint Embedding of Text and Knowledge Bases](https://md.research.elamur.ai/free/en/papers/toutanova-2015-representing-text-joint-embedding-text/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Kristina Toutanova, Danqi Chen, Patrick Pantel, et al.*2015 · 907 citations*
4. **[A whole-slide foundation model for digital pathology from real-world data ↗](https://doi.org/10.1038/s41586-024-07441-w) Nature · no summary yet**Hanwen Xu et al.*2024 · 904 citations*
5. **[LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day](https://md.research.elamur.ai/free/en/papers/li-2023-llava-med-training-large-language/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Chunyuan Li, Cliff Wong, Sheng Zhang, et al.*2023 · 692 citations*
6. **[Cross-Sentence N-ary Relation Extraction with Graph LSTMs](https://md.research.elamur.ai/free/en/papers/peng-2017-cross-sentence-n-ary-relation/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Nanyun Peng, Hoifung Poon, Chris Quirk, et al.*2017 · 557 citations*
7. **[Sum-Product Networks: A New Deep Architecture ↗](https://arxiv.org/abs/1202.3732) arXiv (Cornell University) · no summary yet**Hoifung Poon, Pedro Domingos*2012 · 379 citations*
8. **[Unsupervised Semantic Parsing](https://md.research.elamur.ai/free/en/papers/poon-2009-unsupervised-semantic-parsing/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Hoifung Poon, Pedro Domingos*2009 · 346 citations*
9. **[Distant Supervision for Relation Extraction beyond the Sentence Boundary](https://md.research.elamur.ai/free/en/papers/quirk-2017-distant-supervision-relation-extraction-beyond/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Chris Quirk, Hoifung Poon*2017 · 321 citations*
10. **[Making the Most of Text Semantics to Improve Biomedical Vision–Language Processing ↗](https://doi.org/10.1007/978-3-031-20059-5_1) Lecture notes in computer science · no summary yet**Benedikt Boecking et al.*2022 · 312 citations*
11. **[Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine ↗](https://arxiv.org/abs/2311.16452) arXiv:2311.16452 · no summary yet**Harsha Nori et al.*2023 · 296 citations*
12. **[A Multimodal Biomedical Foundation Model Trained from Fifteen Million Image–Text Pairs ↗](https://doi.org/10.1056/aioa2400640) NEJM AI · no summary yet**Sheng Zhang et al.*2024 · 280 citations*
13. **[Joint Unsupervised Coreference Resolution with Markov Logic](https://md.research.elamur.ai/free/en/papers/poon-2008-joint-unsupervised-coreference-resolution-markov/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Hoifung Poon, Pedro Domingos*2008 · 273 citations*
14. **[Joint inference in information extraction ↗](https://openalex.org/W1599188306) no summary yet**Hoifung Poon, Pedro Domingos*2007 · 260 citations*
15. **[Neural-Symbolic Learning and Reasoning: A Survey and Interpretation ↗](https://arxiv.org/abs/1711.03902) arXiv (Cornell University) · no summary yet**Tarek R. Besold et al.*2017 · 258 citations*
16. **[Sound and efficient inference with probabilistic and deterministic dependencies ↗](https://openalex.org/W203049729) no summary yet**Hoifung Poon, Pedro Domingos*2006 · 250 citations*
17. **[Classification of common human diseases derived from shared genetic and environmental determinants ↗](https://doi.org/10.1038/ng.3931) Nature Genetics · no summary yet**Kanix Wang et al.*2017 · 242 citations*
18. **[Unsupervised Morphological Segmentation with Log-Linear Models](https://md.research.elamur.ai/free/en/papers/poon-2009-unsupervised-morphological-segmentation-log-linear/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Hoifung Poon, Colin Cherry, Kristina Toutanova*2009 · 210 citations*
19. **[Fine-tuning large neural language models for biomedical natural language processing ↗](https://doi.org/10.1016/j.patter.2023.100729) Patterns · no summary yet**Robert Tinn et al.*2021 · 198 citations*
20. **[Document-Level N-ary Relation Extraction with Multiscale Representation Learning ↗](https://aclanthology.org/N19-1370/) 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**Robin Jia, Cliff Wong, Hoifung Poon*2019 · 177 citations*
21. **[Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text ↗](https://aclanthology.org/P16-1136/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Kristina Toutanova et al.*2016 · 162 citations*
22. **[Context-faithful Prompting for Large Language Models](https://md.research.elamur.ai/free/en/papers/zhou-2023-context-faithful-prompting-large-language/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Wenxuan Zhou, Sheng Zhang, Hoifung Poon, et al.*2023 · 148 citations*
23. **[Adversarial Training for Large Neural Language Models ↗](https://arxiv.org/abs/2004.08994) arXiv (Cornell University) · no summary yet**Xiaodong Liu et al.*2020 · 148 citations*
24. **[BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs ↗](https://arxiv.org/abs/2303.00915) arXiv (Cornell University) · no summary yet**Sheng Zhang et al.*2023 · 146 citations*
25. **[Unsupervised Ontology Induction from Text ↗](https://aclanthology.org/P10-1031/) Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics · no summary yet**Hoifung Poon, Pedro Domingos*2010 · 143 citations*
26. **[Joint Inference for Knowledge Extraction from Biomedical Literature ↗](https://aclanthology.org/N10-1123/) Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics · no summary yet**Hoifung Poon, Lucy Vanderwende*2010 · 141 citations*
27. **[Probabilistic Frame Induction ↗](https://aclanthology.org/N13-1104/) Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Jackie Chi Kit Cheung, Hoifung Poon, Lucy Vanderwende*2013 · 139 citations*
28. [**UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition arXiv:2308.03279**Wenxuan Zhou, Sheng Zhang, Yu Gu, et al.*2023 · 120 citations*](https://md.research.elamur.ai/free/en/papers/zhou-2023-universalner-targeted-distillation-large-language/)
29. **[A foundation model for joint segmentation, detection and recognition of biomedical objects across nine modalities ↗](https://doi.org/10.1038/s41592-024-02499-w) Nature Methods · no summary yet**Theodore Zhao et al.*2024 · 110 citations*
30. **[Molecularly targeted drug combinations demonstrate selective effectiveness for myeloid- and lymphoid-derived hematologic malignancies ↗](https://doi.org/10.1073/pnas.1703094114) Proceedings of the National Academy of Sciences · no summary yet**Stephen E. Kurtz et al.*2017 · 110 citations*
31. **[Unifying Logical and Statistical AI ↗](https://doi.org/10.1145/2933575.2935321) Proceedings - Symposium on Logic in Computer Science · no summary yet**Pedro Domingos et al.*2016 · 92 citations*
32. **[Upper Bounds of Dynamic Chromatic Number. ↗](https://openalex.org/W129378856) no summary yet**Hong‐Jian Lai, Bruce Montgomery, Hoifung Poon*2003 · 84 citations*
33. **[Grounded Unsupervised Semantic Parsing ↗](https://openalex.org/W2097647324) no summary yet**Hoifung Poon*2013 · 83 citations*
34. **[A general method for reducing the complexity of relational inference and its application to MCMC ↗](https://openalex.org/W2130944959) no summary yet**Hoifung Poon, Pedro Domingos, Marc Sumner*2008 · 81 citations*
35. **[Chapter 1. Neural-Symbolic Learning and Reasoning: A Survey and Interpretation1 ↗](https://doi.org/10.3233/faia210348) Frontiers in artificial intelligence and applications · no summary yet**Tarek R. Besold et al.*2021 · 78 citations*
36. **[An Exhaustive Epistatic SNP Association Analysis on Expanded Wellcome Trust Data ↗](https://doi.org/10.1038/srep01099) Scientific Reports · no summary yet**Christoph Lippert et al.*2013 · 73 citations*
37. **[Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision ↗](https://aclanthology.org/D18-1215/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Hai Wang, Hoifung Poon*2018 · 68 citations*
38. **[Multimodal AI generates virtual population for tumor microenvironment modeling ↗](https://doi.org/10.1016/j.cell.2025.11.016) Cell · no summary yet**Jeya Maria Jose Valanarasu et al.*2025 · 57 citations*
39. **[Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation ↗](https://doi.org/10.1038/s41467-025-58344-x) arXiv:2403.08002 · Nature Communications volume 16, Article number: 3108 (2025) · no summary yet**Juan Manuel Zambrano Chaves et al.*2024 · 57 citations*
40. **[The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ↗](https://aclanthology.org/2020.acl-demos.16/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations · no summary yet**Xiaodong Liu et al.*2020 · 56 citations*
41. **[Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning ↗](https://arxiv.org/abs/2208.14565) arXiv (Cornell University) · no summary yet**Sheng Zhang et al.*2022 · 54 citations*
42. **[DISTANT SUPERVISION FOR CANCER PATHWAY EXTRACTION FROM TEXT ↗](https://doi.org/10.1142/9789814644730_0013) Pacific Symposium on Biocomputing (PSB) · no summary yet**Hoifung Poon, Kristina Toutanova, Chris Quirk*2014 · 52 citations*
43. [**Self-Verification Improves Few-Shot Clinical Information Extraction arXiv:2306.00024 · IMLH 2023**Zelalem Gero, Chandan Singh, Hao Cheng, et al.*2023 · 51 citations*](https://md.research.elamur.ai/free/en/papers/gero-2023-self-verification-improves-few-shot/)
44. **[mDPO: Conditional Preference Optimization for Multimodal Large Language Models](https://md.research.elamur.ai/free/en/papers/wang-2024-mdpo-conditional-preference-optimization-multimodal/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Fei Wang, Wenxuan Zhou, James Y. Huang, et al.*2024 · 50 citations*
45. **[Knowledge-Rich Self-Supervision for Biomedical Entity Linking ↗](https://aclanthology.org/2022.findings-emnlp.61/) Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yet**Sheng Zhang et al.*2022 · 49 citations*
46. **[MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding ↗](https://arxiv.org/abs/2406.09411) arXiv (Cornell University) · no summary yet**Fei Wang et al.*2024 · 48 citations*
47. **[Language ID in the Context of Harvesting Language Data off the Web ↗](https://aclanthology.org/E09-1099/) Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009) · no summary yet**Fei Xia, William Lewis, Hoifung Poon*2009 · 46 citations*
48. **[Machine Reading at the University of Washington ↗](https://aclanthology.org/W10-0911/) Proceedings of the NAACL HLT 2010 First International Workshop on Formalisms and Methodology for Learning by Reading · no summary yet**Hoifung Poon et al.*2010 · 45 citations*
49. **[Markov Logic ↗](https://doi.org/10.1007/978-3-540-78652-8_4) Lecture notes in computer science · no summary yet**Pedro Domingos et al.*2008 · 39 citations*
50. **[Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology ↗](https://arxiv.org/abs/2308.02180) arXiv (Cornell University) · no summary yet**Cliff Wong et al.*2023 · 36 citations*
51. **[Grounded Semantic Parsing for Complex Knowledge Extraction ↗](https://aclanthology.org/N15-1077/) Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Ankur P. Parikh, Hoifung Poon, Kristina Toutanova*2015 · 35 citations*
52. **[Toward structuring real-world data: Deep learning for extracting oncology information from clinical text with patient-level supervision ↗](https://doi.org/10.1016/j.patter.2023.100726) Patterns · no summary yet**Sam Preston et al.*2023 · 34 citations*
53. **[Exploring the Boundaries of GPT-4 in Radiology ↗](https://aclanthology.org/2023.emnlp-main.891/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Qianchu Liu et al.*2023 · 33 citations*
54. **[Multilingual translation for zero-shot biomedical classification using BioTranslator ↗](https://doi.org/10.1038/s41467-023-36476-2) Nature Communications · no summary yet**Hanwen Xu et al.*2023 · 31 citations*
55. **[Just Add Weights: Markov Logic for the Semantic Web ↗](https://doi.org/10.1007/978-3-540-89765-1_1) Lecture notes in computer science · no summary yet**Pedro Domingos et al.*2008 · 29 citations*
56. **[Biomedical Natural Language Processing in the Era of Large Language Models ↗](https://doi.org/10.1146/annurev-biodatasci-103123-095406) Annual Review of Biomedical Data Science · no summary yet**Naoto Usuyama et al.*2025 · 25 citations*
57. **[Distilling Large Language Models for Biomedical Knowledge Extraction: A Case Study on Adverse Drug Events ↗](https://arxiv.org/abs/2307.06439) arXiv (Cornell University) · no summary yet**Gu, Yu et al.*2023 · 22 citations*
58. **[DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ↗](https://aclanthology.org/W19-5042/) Proceedings of the 18th BioNLP Workshop and Shared Task · no summary yet**Yichong Xu et al.*2019 · 22 citations*
59. **[A perspective for adapting generalist AI to specialized medical AI applications and their challenges ↗](https://doi.org/10.1038/s41746-025-01789-7) npj Digital Medicine · no summary yet**Zifeng Wang et al.*2025 · 21 citations*
60. **[Med-RLVR: Emerging Medical Reasoning from a 3B base model via reinforcement Learning ↗](https://arxiv.org/abs/2502.19655) arXiv (Cornell University) · no summary yet**Sheng Zhang et al.*2025 · 21 citations*
61. **[Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach ↗](https://arxiv.org/abs/1705.07086) arXiv (Cornell University) · no summary yet**Emmanouil Antonios Platanios et al.*2017 · 21 citations*
62. **[Machine reading: a Killer app for statistical relational AI ↗](https://openalex.org/W2401657145) no summary yet**Hoifung Poon, Pedro Domingos*2010 · 21 citations*
63. **[DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation ↗](https://aclanthology.org/2024.acl-long.39/) Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yiqing Xie et al.*2024 · 18 citations*
64. **[Offset Unlearning for Large Language Models ↗](https://arxiv.org/abs/2404.11045) arXiv (Cornell University) · no summary yet**James Y. Huang et al.*2024 · 17 citations*
65. **[Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature ↗](https://doi.org/10.1145/3447548.3469053) arXiv:2106.13375 · no summary yet**Yu Wang et al.*2021 · 17 citations*
66. **[Foundation Models for Biomedical Image Segmentation: A Survey ↗](https://arxiv.org/abs/2401.07654) arXiv (Cornell University) · no summary yet**Ho Hin Lee et al.*2024 · 16 citations*
67. **[BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys ↗](https://arxiv.org/abs/2310.10765) arXiv (Cornell University) · no summary yet**Yu Gu et al.*2023 · 16 citations*
68. **[Self-Supervised Self-Supervision by Combining Deep Learning and Probabilistic Logic ↗](https://doi.org/10.1609/aaai.v35i6.16631) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Hunter Lang, Hoifung Poon*2021 · 14 citations*
69. **[Targeted Adversarial Training for Natural Language Understanding ↗](https://aclanthology.org/2021.naacl-main.424/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Lis Pereira et al.*2021 · 14 citations*
70. **[Wide-Open: Accelerating public data release by automating detection of overdue datasets ↗](https://doi.org/10.1371/journal.pbio.2002477) PLoS Biology · no summary yet**Maxim Grechkin, Hoifung Poon, Bill Howe*2017 · 14 citations*
71. **[Widespread Adoption of Precision Anticancer Therapies After Implementation of Pathologist-Directed Comprehensive Genomic Profiling Across a Large US Health System ↗](https://doi.org/10.1200/op.24.00226) JCO Oncology Practice · no summary yet**Alexa K. Dowdell et al.*2024 · 13 citations*
72. **[Multimodal Foundation Models for Medical Imaging - A Systematic Review and Implementation Guidelines ↗](https://doi.org/10.1101/2024.10.23.24316003) medRxiv · no summary yet**Shih-Cheng Huang et al.*2024 · 13 citations*
73. **[Modular Self-Supervision for Document-Level Relation Extraction ↗](https://aclanthology.org/2021.emnlp-main.429/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Sheng Zhang et al.*2021 · 13 citations*
74. **[TRIALSCOPE — A Framework for Clinical Trial Simulation from Real-World Data ↗](https://doi.org/10.1056/aioa2400859) NEJM AI · no summary yet**Javier González Hernández et al.*2025 · 11 citations*
75. **[Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ↗](https://aclanthology.org/2023.acl-long.739/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Wenxuan Zhou et al.*2023 · 9 citations*
76. **[CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search ↗](https://arxiv.org/abs/2011.01580) arXiv (Cornell University) · no summary yet**Chenyan Xiong et al.*2020 · 9 citations*
77. **[Compositional Zero-Shot Domain Transfer with Text-to-Text Models ↗](https://aclanthology.org/2023.tacl-1.62/) Transactions of the Association for Computational Linguistics · no summary yet**Fangyu Liu et al.*2023 · 8 citations*
78. **[MetaScale: Test-Time Scaling with Evolving Meta-Thoughts](https://md.research.elamur.ai/free/en/papers/liu-2026-metascale-test-time-scaling-evolving/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Qin Liu, Wenxuan Zhou, Nan Xu, et al.*2026 · 7 citations*
79. **[MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging ↗](https://arxiv.org/abs/2410.06542) arXiv (Cornell University) · no summary yet**Noel Codella et al.*2024 · 7 citations*
80. **[BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once ↗](https://arxiv.org/abs/2405.12971) arXiv (Cornell University) · no summary yet**Theodore Zhao et al.*2024 · 7 citations*
81. **[Spanning Trails Connecting Given Edges ↗](https://doi.org/10.1007/s00373-004-0579-7) Graphs and Combinatorics · no summary yet**Hong‐Jian Lai et al.*2005 · 7 citations*
82. **[Generative Medical Event Models Improve with Scale ↗](https://arxiv.org/abs/2508.12104) arXiv (Cornell University) · no summary yet**Shane Waxler et al.*2025 · 6 citations*
83. **[EZLearn: Exploiting Organic Supervision in Large-Scale Data Annotation ↗](https://arxiv.org/abs/1709.08600) arXiv (Cornell University) · no summary yet**Maxim Grechkin, Hoifung Poon, Bill Howe*2017 · 6 citations*
84. **[Markov Logic: A Unifying Language for Structural and Statistical Pattern Recognition ↗](https://doi.org/10.1007/978-3-540-89689-0_3) Lecture notes in computer science · no summary yet**Pedro Domingos et al.*2008 · 6 citations*
85. **[X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains ↗](https://arxiv.org/abs/2505.03981) arXiv (Cornell University) · no summary yet**Qianchu Liu et al.*2025 · 5 citations*
86. **[When an Image is Worth 1,024 x 1,024 Words: A Case Study in Computational Pathology ↗](https://arxiv.org/abs/2312.03558) arXiv (Cornell University) · no summary yet**Wenhui Wang et al.*2023 · 5 citations*
87. **[Cycle Cover Ratio of Regular Matroids ↗](https://doi.org/10.1006/eujc.2002.0606) European Journal of Combinatorics · no summary yet**Hong‐Jian Lai, Hoifung Poon*2002 · 5 citations*
88. **[Exploring Scaling Laws for EHR Foundation Models ↗](https://arxiv.org/abs/2505.22964) arXiv (Cornell University) · no summary yet**Sheng Zhang et al.*2025 · 4 citations*
89. **[Boltzmann Attention Sampling for Image Analysis with Small Objects ↗](https://doi.org/10.1109/cvpr52734.2025.02417) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Theodore Zhao et al.*2025 · 4 citations*
90. **[Attribute Structuring Improves LLM-Based Evaluation of Clinical Text Summaries ↗](https://arxiv.org/abs/2403.01002) arXiv (Cornell University) · no summary yet**Zelalem Gero et al.*2024 · 4 citations*
91. **[TRIALSCOPE: A Unifying Causal Framework for Scaling Real-World Evidence Generation with Biomedical Language Models ↗](https://arxiv.org/abs/2311.01301) arXiv (Cornell University) · no summary yet**Javier González et al.*2023 · 4 citations*
92. **[Towards Structuring Real-World Data at Scale: Deep Learning for Extracting Key Oncology Information from Clinical Text with Patient-Level Supervision ↗](https://arxiv.org/abs/2203.10442) arXiv (Cornell University) · no summary yet**Sam Preston et al.*2022 · 4 citations*
93. **[Markov Logic: A Language and Algorithms for Link Mining ↗](https://doi.org/10.1007/978-1-4419-6515-8_5) Springer eBooks · no summary yet**Pedro Domingos et al.*2010 · 4 citations*
94. **[Nowhere zero 4‐flow in regular matroids ↗](https://doi.org/10.1002/jgt.20075) Journal of Graph Theory · no summary yet**Hong‐Jian Lai, Xiangwen Li, Hoifung Poon*2005 · 4 citations*
95. **[Universal Abstraction: Harnessing Frontier Models to Structure Real-World Data at Scale ↗](https://arxiv.org/abs/2502.00943) arXiv (Cornell University) · no summary yet**Cliff Wong et al.*2025 · 3 citations*
96. **[From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning ↗](https://aclanthology.org/2025.naacl-long.170/) Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yet**Nan Xu et al.*2025 · 3 citations*
97. **[Pareto Optimal Learning for Estimating Large Language Model Errors ↗](https://aclanthology.org/2024.acl-long.566/) Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Theodore Zhao et al.*2024 · 3 citations*
98. **[EZLearn: Exploiting Organic Supervision in Automated Data Annotation ↗](https://doi.org/10.24963/ijcai.2018/568) International Joint Conference on Artificial Intelligence · no summary yet**Maxim Grechkin, Hoifung Poon, Bill Howe*2018 · 3 citations*
99. **[Unsupervised ontological induction from text ↗](https://openalex.org/W7100124217) no summary yet**Hoifung Poon, Pedro Domingos*2010 · 3 citations*
100. **[BiomedParse-V: Scaling Foundation Model for Universal Text-Guided Volumetric Biomedical Image Segmentation ↗](https://doi.org/10.1007/978-3-032-23496-4_7) Lecture notes in computer science · no summary yet**Theodore Zhao et al.*2026 · 2 citations*

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