Michael Elhadad

Orcid: 0000-0002-5629-2351

According to our database1, Michael Elhadad authored at least 63 papers between 1990 and 2024.

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Bibliography

2024
Mining Eye-Tracking Data for Text Summarization.
Int. J. Hum. Comput. Interact., September, 2024

2023
Semantic Parsing for Complex Data Retrieval: Targeting Query Plans vs. SQL for No-Code Access to Relational Databases.
CoRR, 2023

Emptying the Ocean with a Spoon: Should We Edit Models?
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Semantic Decomposition of Question and SQL for Text-to-SQL Parsing.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Data Efficient Masked Language Modeling for Vision and Language.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020
Cross-lingual Unified Medical Language System entity linking in online health communities.
J. Am. Medical Informatics Assoc., 2020

Building a Hebrew Semantic Role Labeling Lexical Resource from Parallel Movie Subtitles.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019
Evaluating the comprehension of means-ends maps.
Softw. Syst. Model., 2019

Sideways Transliteration: How to Transliterate Multicultural Person Names?
CoRR, 2019

Question Answering as an Automatic Evaluation Metric for News Article Summarization.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018
Query Focused Abstractive Summarization: Incorporating Query Relevance, Multi-Document Coverage, and Summary Length Constraints into seq2seq Models.
CoRR, 2018

Multi-Label Classification of Patient Notes: Case Study on ICD Code Assignment.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment.
CoRR, 2017

2016
Sentence Embedding Evaluation Using Pyramid Annotation.
Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, 2016

The Hebrew FrameNet Project.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Topic Concentration in Query Focused Summarization Datasets.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2014
Query-Chain Focused Summarization.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Word Segmentation, Unknown-word Resolution, and Morphological Agreement in a Hebrew Parsing System.
Comput. Linguistics, 2013

Redundancy in electronic health record corpora: analysis, impact on text mining performance and mitigation strategies.
BMC Bioinform., 2013

Effect of Out Of Vocabulary Terms on Inferring Eligibility Criteria for a Retrospective Study in Hebrew EHR.
Proceedings of the 2013 Workshop on Biomedical Natural Language Processing, 2013

2012
Precision-biased Parsing and High-Quality Parse Selection
CoRR, 2012

Syntactic Dependency Parsers for Biomedical-NLP.
Proceedings of the AMIA 2012, 2012

2011
Rich Parameterization Improves RNA Structure Prediction.
J. Comput. Biol., 2011

Clinical Synopsis Search in OMIM.
BMC Bioinform., 2011

Joint Hebrew Segmentation and Parsing using a PCFGLA Lattice Parser.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010
Natural Language Processing with Python Steven Bird, Ewan Klein, and Edward Loper (University of Melbourne, University of Edinburgh, and BBN Technologies) Sebastopol, CA: O'Reilly Media, 2009, xx+482 pp; paperbound, ISBN 978-0-596-51649-9, $44.99; on-line free of charge at nltk.org/book.
Comput. Linguistics, 2010

An Efficient Algorithm for Easy-First Non-Directional Dependency Parsing.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Inspecting the Structural Biases of Dependency Parsing Algorithms.
Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010

Easy-First Dependency Parsing of Modern Hebrew.
Proceedings of the First Workshop on Statistical Parsing of Morphologically-Rich Languages, 2010

2009
Hebrew Dependency Parsing: Initial Results.
Proceedings of the 11th International Workshop on Parsing Technologies (IWPT-2009), 2009

On the Role of Lexical Features in Sequence Labeling.
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Enhancing Unlexicalized Parsing Performance Using a Wide Coverage Lexicon, Fuzzy Tag-Set Mapping, and EM-HMM-Based Lexical Probabilities.
Proceedings of the EACL 2009, 12th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, Athens, Greece, March 30, 2009

Ontology Evaluation through Text Classification.
Proceedings of the Advances in Web and Network Technologies, and Information Management, 2009

2008
Tagging a Hebrew Corpus: the Case of Participles.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Identification of Transliterated Foreign Words in Hebrew Script.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2008

splitSVM: Fast, Space-Efficient, non-Heuristic, Polynomial Kernel Computation for NLP Applications.
Proceedings of the ACL 2008, 2008

EM Can Find Pretty Good HMM POS-Taggers (When Given a Good Start).
Proceedings of the ACL 2008, 2008

Unsupervised Lexicon-Based Resolution of Unknown Words for Full Morphological Analysis.
Proceedings of the ACL 2008, 2008

2007
Effective Business Process Outsourcing: The Prosero Approach.
Int. J. Interoperability Bus. Inf. Syst., 2007

SVM Model Tampering and Anchored Learning: A Case Study in Hebrew NP Chunking.
Proceedings of the ACL 2007, 2007

Can You Tag the Modal? You Should.
Proceedings of the 2007 Workshop on Computational Approaches to Semitic Languages: Common Issues and Resources, 2007

2006
Using Semantic Authoring for Blissymbols Communication Boards.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Noun Phrase Chunking in Hebrew: Influence of Lexical and Morphological Features.
Proceedings of the ACL 2006, 2006

An Unsupervised Morpheme-Based HMM for Hebrew Morphological Disambiguation.
Proceedings of the ACL 2006, 2006

2005
Interactive Authoring of Logical Forms for Multilingual Generation.
Proceedings of the Tenth European Workshop on Natural Language Generation, 2005

2002
Abstraction as a means for end-user computing in creative applications.
IEEE Trans. Syst. Man Cybern. Part A, 2002

2000
Integrating a Large-Scale, Reusable Lexicon with a Natural Language Generator.
Proceedings of the INLG 2000, 2000

1999
Bilingual Hebrew-English Generation of Possessives and Partitives: Raising the Input Abstraction Level.
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999

Information Fusion in the Context of Multi-Document Summarization.
Proceedings of the 27th Annual Meeting of the Association for Computational Linguistics, 1999

1998
Generation Of Noun Compounds In Hebrew: Can Syntactic Knowledge Be Fully Encapsulated?
Proceedings of the Ninth International Workshop on Natural Language Generation, 1998

Generating Determiners and Quantifiers in Hebrew.
Proceedings of the Computational Approaches to Semitic Languages, 1998

1997
Floating Constraints in Lexical Choice.
Comput. Linguistics, 1997

1996
Lexical choice for complex noun phrases: Structure, modifiers, and determiners.
Mach. Transl., 1996

An Overview of SURGE: a Reusable Comprehensive Syntactic Realization Component.
Proceedings of the Eighth International Natural Language Generation Workshop, 1996

1993
Generating Argumentative Judgment Determiners.
Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993

1992
Controlling Content Realization with Functional Unification Grammars.
Proceedings of the Aspects of Automated Natural Language Generation, 1992

Generating Coherent Argumentative Paragraphs.
Proceedings of the 14th International Conference on Computational Linguistics, 1992

1991
Generating customized text and graphics in the COMET explanation testbed.
Proceedings of the 23th Winter Simulation Conference, 1991

Generating Adjectives to Express the Speaker's Argumentative Intent.
Proceedings of the 9th National Conference on Artificial Intelligence, 1991

1990
Generating Connectives.
Proceedings of the 13th International Conference on Computational Linguistics, 1990

Types in Functional Unification Grammars.
Proceedings of the 28th Annual Meeting of the Association for Computational Linguistics, 1990


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