---
title: "James H. Martin — all works — Elamur Research"
description: "All 36 works of James H. Martin 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/james-h-martin/works/"
---
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# James H. Martin — all works

36 works · [← James H. Martin](https://md.research.elamur.ai/free/en/authors/james-h-martin/)

1. **[Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition ↗](https://openalex.org/W1579838312) no summary yet**Daniel S. Jurafsky, James Martin*2000 · 4,221 citations*
2. **[Shallow Semantic Parsing using Support Vector Machines](https://md.research.elamur.ai/free/en/papers/pradhan-2004-shallow-semantic-parsing-support-vector/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Sameer S. Pradhan, Wayne H. Ward, Kadri Hacioglu, et al.*2004 · 498 citations*
3. **[Support Vector Learning for Semantic Argument Classification ↗](https://doi.org/10.1007/s10994-005-0912-2) Machine Learning · no summary yet**Sameer Pradhan et al.*2005 · 359 citations*
4. **[Speech and Language Processing, 2nd Edition ↗](https://openalex.org/W7542544) no summary yet**Daniel S. Jurafsky, James Martin*2008 · 352 citations*
5. **[Natural Language Processing to the Rescue? Extracting "Situational Awareness" Tweets During Mass Emergency ↗](https://doi.org/10.1609/icwsm.v5i1.14119) Proceedings of the International AAAI Conference on Web and Social Media · no summary yet**Sudha Verma et al.*313 citations*
6. **[Semantic Role Labeling Using Different Syntactic Views ↗](https://aclanthology.org/P05-1072/) Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05) · no summary yet**Sameer Pradhan et al.*2005 · 182 citations*
7. **[Towards Robust Semantic Role Labeling](https://md.research.elamur.ai/free/en/papers/pradhan-2008-robust-semantic-role-labeling/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Sameer S. Pradhan, Wayne Ward, James H. Martin*2008 · 160 citations*
8. **[Designing a Uniform Meaning Representation for Natural Language Processing ↗](https://doi.org/10.1007/s13218-021-00722-w) Künstliche Intell. · no summary yet**Jens E. L. Van Gysel et al.*2021 · 115 citations*
9. **[Semantic role parsing: adding semantic structure to unstructured text ↗](https://doi.org/10.1109/icdm.2003.1250994) Proceedings · no summary yet**Sameer Pradhan et al.*2003 · 110 citations*
10. **[Semantic Role Chunking Combining Complementary Syntactic Views ↗](https://aclanthology.org/W05-0634/) Proceedings of the Ninth Conference on Computational Natural Language Learning (CoNLL-2005) · no summary yet**Sameer Pradhan et al.*2005 · 106 citations*
11. **[The MiPACQ clinical question answering system. ↗](https://www.ncbi.nlm.nih.gov/pmc/articles/3243235) PubMed · no summary yet**Brian L Cairns et al.*2011 · 79 citations*
12. **[Towards temporal relation discovery from the clinical narrative. ↗](https://www.ncbi.nlm.nih.gov/pmc/articles/2815499) PubMed · no summary yet**Guergana Savova et al.*2009 · 69 citations*
13. **[Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks ↗](https://aclanthology.org/P17-1043/) Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**William Foland, James H. Martin*2017 · 49 citations*
14. **[Annotating Students' Understanding of Science Concepts ↗](https://aclanthology.org/L08-1166/) Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC'08) · no summary yet**Rodney D. Nielsen et al.*2008 · 47 citations*
15. **[Fine-tuning Transformers with Additional Context to Classify Discursive Moves in Mathematics Classrooms ↗](https://aclanthology.org/2022.bea-1.11/) Proceedings of the 17th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2022) · no summary yet**Abhijit Suresh et al.*2022 · 46 citations*
16. **[Parsing Arguments of Nominalizations in English and Chinese ↗](https://aclanthology.org/N04-4036/) Proceedings of HLT-NAACL 2004: Short Papers · no summary yet**Sameer Pradhan et al.*2004 · 45 citations*
17. **[The TalkMoves Dataset: K-12 Mathematics Lesson Transcripts Annotated for Teacher and Student Discursive Moves ↗](https://doi.org/10.63317/2azjpibjyj5e) Proceedings of the Language Resources and Evaluation Conference · no summary yet**Abhijit Suresh et al.*2022 · 43 citations*
18. **[Defining and Learning Refined Temporal Relations in the Clinical Narrative ↗](https://aclanthology.org/2020.louhi-1.12/) Proceedings of the 11th International Workshop on Health Text Mining and Information Analysis · no summary yet**Kristin Wright-Bettner et al.*2020 · 27 citations*
19. **[Foundations of a Multilayer Annotation Framework for Twitter Communications During Crisis Events ↗](https://aclanthology.org/L12-1598/) Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12) · no summary yet**William J. Corvey et al.*2012 · 24 citations*
20. **[From learning optimization to learner flourishing: Reimagining AI in Education at the Institute for Student‐AI Teaming (iSAT) ↗](https://doi.org/10.1002/aaai.12158) AI Magazine · no summary yet**Sidney K. D’Mello et al.*2024 · 20 citations*
21. **[CU-NLP at SemEval-2016 Task 8: AMR Parsing using LSTM-based Recurrent Neural Networks ↗](https://aclanthology.org/S16-1185/) Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) · no summary yet**William Foland, James H. Martin*2016 · 19 citations*
22. **[2*n is better than n²: Decomposing Event Coreference Resolution into Two Tractable Problems](https://md.research.elamur.ai/free/en/papers/ahmed-2023-2-n-is-better-than/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Shafiuddin Rehan Ahmed, Abhijnan Nath, James H. Martin, et al.*2023 · 17 citations*
23. **[An architecture for complex clinical question answering ↗](https://doi.org/10.1145/1882992.1883050) no summary yet**Rodney D. Nielsen et al.*2010 · 16 citations*
24. [**Mapping AMR to UMR: Resources for Adapting Existing Corpora for Cross-Lingual Compatibility**Julia Bonn, Skatje Myers, Jens E. L. Van Gysel, et al.*Machine translation · 15 citations*](https://md.research.elamur.ai/free/en/papers/bonn-2023-mapping-amr-umr-resources-adapting/)
25. **[NLP to the Rescue?: Extracting "Situational Awareness" Tweets During Mass Emergency ↗](https://openalex.org/W1041753177) International Conference on Weblogs and Social Media · no summary yet**Sudha Verma et al.*2011 · 14 citations*
26. **[Toward knowledge-free induction of machine-readable dictionaries ↗](https://openalex.org/W207772481) no summary yet**Patrick Schone, James Martin, Daniel S. Jurafsky*2001 · 14 citations*
27. **[Linear Cross-document Event Coreference Resolution with X-AMR](https://md.research.elamur.ai/free/en/papers/ahmed-2024-linear-cross-document-event-coreference/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Shafiuddin Rehan Ahmed, George Arthur Baker, Evi Judge, et al.*2024 · 9 citations*
28. **[Extracting a Representation from Text for Semantic Analysis ↗](https://aclanthology.org/P08-2061/) Proceedings of ACL-08: HLT, Short Papers · no summary yet**Rodney D. Nielsen et al.*2008 · 9 citations*
29. **[Building a Foundation System for Producing Short Answers to Factual Questions. ↗](https://openalex.org/W2404299085) no summary yet**Sameer Pradhan et al.*2002 · 8 citations*
30. **[Multimodal Cross-Document Event Coreference Resolution Using Linear Semantic Transfer and Mixed-Modality Ensembles](https://md.research.elamur.ai/free/en/papers/nath-2024-multimodal-cross-document-event-coreference/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Abhijnan Nath, Huma Jamil, Shafiuddin Rehan Ahmed, et al.*2024 · 7 citations*
31. [**Dependency Dialogue Acts — Annotation Scheme and Case Study**Jon Z. Cai, Brendan King, Margaret Perkoff, et al.*English · 6 citations*](https://md.research.elamur.ai/free/en/papers/cai-2023-dependency-dialogue-acts-annotation-scheme/)
32. **[CAMRA: Copilot for AMR Annotation ↗](https://aclanthology.org/2023.emnlp-demo.35/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yet**Jon Z. Cai et al.*2023 · 6 citations*
33. **[X-AMR Annotation Tool ↗](https://aclanthology.org/2024.eacl-demo.19/) Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations · no summary yet**Shafiuddin Rehan Ahmed et al.*2024 · 5 citations*
34. **[Semantic Integration in Learning from Text. ↗](https://openalex.org/W2405021542) no summary yet**Steven J. Bethard et al.*2007 · 5 citations*
35. **[Robust Disambiguation of Web-Based Personal Names ↗](https://doi.org/10.1109/icsc.2008.36) IEEE International Conference on Semantic Computing (ICSC) · no summary yet**Ying Chen, James Martin, Martha Stone Palmer*2008 · 3 citations*
36. **[LiDARR: Linking Document AMRs with Referents Resolvers ↗](https://aclanthology.org/2025.acl-demo.41/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) · no summary yet**Jon Z. Cai et al.*2025 · 2 citations*