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Yoav Goldberg's Publications
New Stuff
Efficient Implementation of Beam-Search Incremental Parsers [pdf]
ACL-2013 (Short)
Yoav Goldberg, Kai Zhao and Liang Huang
transition-parsing, beam, efficiency, tree-structured-stack, feature-sharing
A Non-Monotonic Arc-Eager Transition System for Dependency Parsing
CoNLL-2013
Matthew Honnibal, Yoav Goldberg and Mark Johnson
greedy-parsing, dynamic-oracle, repairs, arc-eager
Syntactic-Ngrams over Time from a Very Large Corpus of English Books [slides] [pdf] [data] [blog-post]
*SEM-2013
Yoav Goldberg and Jon Orwant
dataset, syntax, syntactic-ngrams, cool-resource, change-over-time
A Dynamic Oracle for Arc-Eager Dependency Parsing [slides] [pdf]
CoLING-2012
Yoav Goldberg and Joakim Nivre
Deterministic-decoding, Dynamic-oracles, Parsing
Journal Papers
Rich Parameterization improves RNA Structure Prediction.
Journal of Computational Biology. November 2011: 1525-1542.
Shay Zakov, Yoav Goldberg, Michael Elhadad and Michal Ziv-Ukelson
Structured Prediction, Feature Representation, RNA Folding
Conferences
Efficient Implementation of Beam-Search Incremental Parsers [pdf]
ACL-2013 (Short)
Yoav Goldberg, Kai Zhao and Liang Huang
transition-parsing, beam, efficiency, tree-structured-stack, feature-sharing
A Non-Monotonic Arc-Eager Transition System for Dependency Parsing
CoNLL-2013
Matthew Honnibal, Yoav Goldberg and Mark Johnson
greedy-parsing, dynamic-oracle, repairs, arc-eager
Syntactic-Ngrams over Time from a Very Large Corpus of English Books [slides] [pdf] [data] [blog-post]
*SEM-2013
Yoav Goldberg and Jon Orwant
dataset, syntax, syntactic-ngrams, cool-resource, change-over-time
A Dynamic Oracle for Arc-Eager Dependency Parsing [slides] [pdf]
CoLING-2012
Yoav Goldberg and Joakim Nivre
Deterministic-decoding, Dynamic-oracles, Parsing
Language-Independent Parsing with Empty Elements [pdf]
ACL-2011 (Short Paper)
Shu Cai, David Chiang and Yoav Goldberg
Constituency, Parsing, Lattice, PCFGLA, Null Element Recovery
Joint Hebrew Segmentation and Parsing using a PCFGLA Lattice Parser [pdf]
ACL-2011 (Short Paper)
Yoav Goldberg and Michael Elhadad
Constituency, Parsing, Lattice, PCFGLA, Hebrew
Rich Parameterization Improves RNA Structure Prediction [pdf] [code]
RECOMB-2011 (best paper award)
Shay Zakov, Yoav Goldberg, Michael Elhadad and Michal Ziv-Ukelson
The presented method provides the best results for RNA secondary structure prediction to date.
Structured Prediction, Feature Representation, RNA Folding
Inspecting the Structural Biases of Dependency Parsing Algorithms [slides] [pdf] [code]
CoNLL-2010
Yoav Goldberg and Michael Elhadad
Structural Bias, Dependency Parsing, Errors
An Efficient Algorithm for Easy-First Non-Directional Dependency Parsing [slides] [pdf] [code]
NAACL-2010
Yoav Goldberg and Michael Elhadad
Easy First, Dependency Parsing, Efficient
Easy-First Dependency Parsing of Modern Hebrew [pdf] [code]
SPMRL-2010 (an NAACL/HLT workshop on Statistical Parsing of Morphologically Rich Languages)
Yoav Goldberg and Michael Elhadad
Easy First, Dependency Parsing, Efficient, Hebrew, Agreement, Morpholgy
Statistical Parsing of Morphologically Rich Languages: What, How and Whither [pdf]
SPMRL-2010 (an NAACL/HLT workshop on Statistical Parsing of Morphologically Rich Languages)
Reut Tsarfaty, Djame Seddah, Yoav Goldberg, Sandra Kubler, Marie Candito, Jennifer Foster, Yannick Versley, Ines Rehbein and Lamia Tounsi
Parsing, Agreement, Morpholgy, Evaluation
Hebrew Dependency Parsing: Initial Results [slides] [pdf] [poster]
IWPT-2009 (Short Paper)
Yoav Goldberg and Michael Elhadad
Hebrew, Dependency Parsing
On the Role of Lexical Features in Sequence Labeling [pdf] [poster]
EMNLP-2009
Yoav Goldberg and Michael Elhadad
SVM, Chunking, NER, Lexical Features, Evaluation
Gaiku : Generating Haiku with Word Associations Norms [slides] [pdf]
CALC-2009 (NAACL Workshop on Computational Approaches to Linguistic Creativity)
Yael Netzer, David Gabbay, Yoav Goldberg and Michael Elhadad
Generation, Poetry, Haiku, Word Association Norms, Fun
Enhancing Unlexicalized Parsing Performance using a Wide Coverage Lexicon, Fuzzy Tag-set Mapping, and EM-HMM-based Lexical Probabilities [slides] [pdf]
EACL-2009
Yoav Goldberg, Reut Tsarfaty, Meni Adler and Michael Elhadad
PCFG, Parsing, Segmentation, Morphology, Hebrew, Lexicon, Semisupervised Learning
EM Can Find Pretty Good HMM POS-Taggers (When Given a Good Start) [slides] [pdf]
ACL-2008
Yoav Goldberg, Meni Adler and Michael Elhadad
Semisupervised Learning, POS Tagging, Hebrew, English
A Single Generative Model for Joint Morphological Segmentation and Syntactic Parsing [pdf] [poster]
ACL-2008
Yoav Goldberg and Reut Tsarfaty
Hebrew, Parsing, PCFG
Unsupervised Lexicon-Based Resolution of Unknown Words for Full Morphological Analysis [slides] [pdf]
ACL-2008
Meni Adler, Yoav Goldberg, David Gabbay and Michael Elhadad
Hebrew, Semisupervised Learning, POS Tagging, Unknown Words
splitSVM: Fast, Space-Efficient, non-Heuristic, Polynomial Kernel Computation for NLP Applications [slides] [pdf] [code]
ACL-2008 (Short Paper)
Yoav Goldberg and Michael Elhadad
Machine Learning, SVM, Fast, Software
Tagging a Hebrew Corpus: The Case of Participles [pdf] [poster]
LREC-2008
Meni Adler, Yael Netzer, Yoav Goldberg, David Gabbay and Michael Elhadad
Hebrew, POS Tagging, Annotation
Word-Based or Morpheme-Based? Annotation Strategies for Modern Hebrew Clitics [pdf] [poster]
LREC-2008
Reut Tsarfaty and Yoav Goldberg
Hebrew, Parsing, Annotation
Identification of Transliterated Foreign Words in Hebrew Script [slides] [pdf]
CiCLing-2008
Yoav Goldberg and Michael Elhadad
Hebrew, Transliteration, Unsupervised
SVM Model Tampering and Anchored Learning: A Case Study in Hebrew NP Chunking [pdf] [ppt]
ACL-2007
Yoav Goldberg and Michael Elhadad
Hebrew, SVM, Chunking, Lexicalization?, Model Analysis
Noun Phrase Chunking in Hebrew Influence of Lexical and Morphological Features [pdf] [ppt]
ACL-2006
Yoav Goldberg, Meni Adler and Michael Elhadad
Hebrew, Chunking, SVM, Morphology
Generating Language from BlissSymbols Using Semantic Authoring [doc]
ISSAC-2006
Yael Netzer, Ofer Biller, Michael Elhadad and Yoav Goldberg
Blissymbolics, AAC, Generation
Strategic Intelligence Analysis: From Information Processing to Meaning-Making
IEEE-ISI 2006
Yair Neuman, Liran Elihay, Meni Adler, Yoav Goldberg and Amir Viner
NLP Applications
Unpublished papers and tech-reports
Learning Sparser Perceptron Models [reviews] [pdf] [why-not-published]
Tech-report (rejected from ACL-2011 short papers)
Yoav Goldberg and Michael Elhadad
Sparse models, Perceptron, Hacks
Precision-biased Parsing and High-Quality Parse Selection [reviews] [pdf] [why-not-published]
Tech-report (rejected from EMNLP-2012 (among others))
Yoav Goldberg and Michael Elhadad
Precision-biased Parsing, Ensembles, Edge-riskiness estimation
Task-specific Word-Clustering for Part-of-Speech Tagging [reviews] [pdf] [why-not-published]
Tech-report (rejected from ACL-2012 short papers)
Yoav Goldberg
Word Representation, Clusters, POS-tagging
Peer-Reviewd Talks
Toward Better Understanding of Hebrew NP Chunks [pdf] [ppt]
ISCOL/BISFAI 2007 (This is a version of the ACL-2007 paper, with more emphasis on Hebrew related issues)
Yoav Goldberg and Michael Elhadad
Hebrew, SVM, Chunking, Lexicalization?, Model Analysis
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