---
title: "Jaime Carbonell — all works — Elamur Research"
description: "All 32 works of Jaime Carbonell in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
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# Jaime Carbonell — all works

32 works · [← Jaime Carbonell](https://md.research.elamur.ai/free/en/authors/jaime-carbonell/)

1. **[Transformer-XL: Attentive Language Models beyond a Fixed-Length Context ↗](https://aclanthology.org/P19-1285/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Zihang Dai et al.*2019 · 3,901 citations*
2. [**XLNet: Generalized Autoregressive Pretraining for Language Understanding arXiv:1906.08237**Zhilin Yang, Zihang Dai, Yiming Yang, et al.*2019 · 3,857 citations*](https://md.research.elamur.ai/free/en/papers/yang-2019-xlnet-generalized-autoregressive-pretraining-language/)
3. **[The use of MMR, diversity-based reranking for reordering documents and producing summaries ↗](https://doi.org/10.1145/290941.291025) SIGIR 1998 · no summary yet**Jaime Carbonell, Jade Goldstein*1998 · 2,577 citations*
4. **[A study of retrospective and on-line event detection ↗](https://doi.org/10.1145/290941.290953) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Yiming Yang, Tom Pierce, Jaime Carbonell*1998 · 746 citations*
5. **[A Discriminative Graph-Based Parser for the Abstract Meaning Representation](https://md.research.elamur.ai/free/en/papers/flanigan-2014-discriminative-graph-based-parser-abstract/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jeffrey Flanigan, Sam Thomson, Jaime Carbonell, et al.*2014 · 508 citations*
6. **[Characterizing and Avoiding Negative Transfer ↗](https://doi.org/10.1109/cvpr.2019.01155) 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**Zi-Rui Wang et al.*2019 · 504 citations*
7. **[Multi-Document Summarization By Sentence Extraction](https://md.research.elamur.ai/free/en/papers/goldstein-2000-multi-document-summarization-sentence-extraction/) [NAACL-ANLP Workshop: Automatic Summarization](https://md.research.elamur.ai/free/en/venues/naacl-anlp-workshop-automatic-summarization/)**Jade Goldstein, Vibhu Mittal, Jaime Carbonell, et al.*2000 · 422 citations*
8. **[Neural Cross-Lingual Named Entity Recognition with Minimal Resources](https://md.research.elamur.ai/free/en/papers/xie-2018-neural-cross-lingual-named-entity/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jiateng Xie, Zhilin Yang, Graham Neubig, et al.*2018 · 249 citations*
9. **[PRODIGY ↗](https://doi.org/10.1145/122344.122353) ACM SIGART Bulletin · no summary yet**Jaime Carbonell et al.*1991 · 232 citations*
10. **[Explanation-based learning: A problem solving perspective ↗](https://doi.org/10.1016/0004-3702(89)90047-7) Artificial Intelligence · no summary yet**Steven Minton et al.*1989 · 229 citations*
11. [**Generation from Abstract Meaning Representation using Tree Transducers**Jeffrey Flanigan, Chris Dyer, Noah A. Smith, et al.*Machine translation · 152 citations*](https://md.research.elamur.ai/free/en/papers/flanigan-2016-generation-abstract-meaning-representation-tree/)
12. **[Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings ↗](https://aclanthology.org/D16-1153/) Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yet**Akash Bharadwaj et al.*2016 · 123 citations*
13. **[Domain Adaptation of Neural Machine Translation by Lexicon Induction ↗](https://aclanthology.org/P19-1286/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Junjie Hu et al.*2019 · 109 citations*
14. **[Frame-Semantic Role Labeling with Heterogeneous Annotations](https://md.research.elamur.ai/free/en/papers/kshirsagar-2015-frame-semantic-role-labeling-heterogeneous/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Meghana Kshirsagar, Sam Thomson, Nathan Schneider, et al.*2015 · 88 citations*
15. **[Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations ↗](https://aclanthology.org/D18-1366/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Aditi Chaudhary et al.*2018 · 86 citations*
16. **[CMU at SemEval-2016 Task 8: Graph-based AMR Parsing with Infinite Ramp Loss ↗](https://aclanthology.org/S16-1186/) Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) · no summary yet**Jeffrey Flanigan et al.*2016 · 85 citations*
17. **[Soft Gazetteers for Low-Resource Named Entity Recognition ↗](https://aclanthology.org/2020.acl-main.722/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Shruti Rijhwani et al.*2020 · 57 citations*
18. **[Acquiring Effective Search Control Rules: Explanation-Based Learning in the PRODIGY System ↗](https://doi.org/10.1016/b978-0-934613-41-5.50016-7) Elsevier eBooks · no summary yet**Steven Minton et al.*1987 · 56 citations*
19. **[Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework ↗](https://arxiv.org/abs/1910.04708) arXiv (Cornell University) · no summary yet**Zi-Rui Wang et al.*2019 · 52 citations*
20. **[A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers ↗](https://aclanthology.org/D19-1520/) 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**Aditi Chaudhary et al.*2019 · 47 citations*
21. **[Automatically Tagging Constructions of Causation and Their Slot-Fillers](https://md.research.elamur.ai/free/en/papers/dunietz-2017-automatically-tagging-constructions-causation-their/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Jesse Dunietz, Lori Levin, Jaime Carbonell*2017 · 41 citations*
22. **[The exploding gradient problem demystified - definition, prevalence, impact, origin, tradeoffs, and solutions ↗](https://arxiv.org/abs/1712.05577) arXiv (Cornell University) · no summary yet**George Philipp, Dawn Xiaodong Song, Jaime Carbonell*2017 · 39 citations*
23. **[Another Stride Towards Knowledge-Based Machine Translation ↗](https://aclanthology.org/C86-1149/) Coling 1986 Volume 1: The 11th International Conference on Computational Linguistics · no summary yet**Masaru Tomita, Jaime G. Carbonell*1986 · 29 citations*
24. **[Improving Candidate Generation for Low-resource Cross-lingual Entity Linking ↗](https://aclanthology.org/2020.tacl-1.8/) Transactions of the Association for Computational Linguistics · no summary yet**Shuyan Zhou et al.*2020 · 28 citations*
25. **[Optimizing Data Usage via Differentiable Rewards ↗](https://arxiv.org/abs/1911.10088) arXiv (Cornell University) · no summary yet**Xinyi Wang et al.*2019 · 27 citations*
26. **[Normalized Gradient with Adaptive Stepsize Method for Deep Neural Network Training. ↗](https://arxiv.org/abs/1707.04822) arXiv (Cornell University) · no summary yet**Adams Wei Yu et al.*2017 · 19 citations*
27. **[Planning and Learning in PRODIGY: Overview of an Integrated Architecture ↗](https://doi.org/10.7551/mitpress/3314.003.0016) The MIT Press eBooks · no summary yet**Jaime Carbonell et al.*1995 · 3 citations*
28. [**KANT: Knowledge-Based, Accurate Natural Language Translation**Teruko Mitamura, Eric Nyberg, Jaime Carbonell*Machine translation · 2 citations*](https://md.research.elamur.ai/free/en/papers/mitamura-1994-kant-knowledge-based-accurate-natural/)
29. **[Improving transfer-based MT systems with automatic refinements ↗](https://aclanthology.org/2007.mtsummit-papers.25/) Proceedings of Machine Translation Summit XI: Papers · no summary yet**Ariadna Font Llitjós, Jaime Carbonell, Alon Lavie*2007 · 1 citation*
30. **[Machine Translation Again? ↗](https://aclanthology.org/H90-1072/) Speech and Natural Language: Proceedings of a Workshop Held at Hidden Valley, Pennsylvania, June 24-27, 1990 · no summary yet**Yorick Wilks et al.*1990 · 1 citation*
31. [**A trainable transfer-based MT approach for languages with limited resources**Alon Lavie, Katharina Probst, Erik Peterson, et al.*Machine translation*](https://md.research.elamur.ai/free/en/papers/lavie-2004-trainable-transfer-based-mt-approach/)
32. **[Session 3: Machine Translation ↗](https://aclanthology.org/H91-1023/) Speech and Natural Language: Proceedings of a Workshop Held at Pacific Grove, California, February 19-22, 1991 · no summary yet**Carbonell, Jaime*1991*