Yoav Goldberg

Affiliations:
  • Allen Institute for Artificial Intelligence, Tel Aviv, Israel
  • Bar Ilan University, Israel


According to our database1, Yoav Goldberg authored at least 200 papers between 2006 and 2024.

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Bibliography

2024
What Changed? Converting Representational Interventions to Natural Language.
CoRR, 2024

2023
Extending the boundaries of cancer therapeutic complexity with literature text mining.
Artif. Intell. Medicine, November, 2023

From centralized to ad-hoc knowledge base construction for hypotheses generation.
J. Biomed. Informatics, June, 2023

Diagnosing AI Explanation Methods with Folk Concepts of Behavior.
J. Artif. Intell. Res., 2023

An Open-Source Gloss-Based Baseline for Spoken to Signed Language Translation.
CoRR, 2023

ChatGPT and Simple Linguistic Inferences: Blind Spots and Blinds.
CoRR, 2023

Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models.
CoRR, 2023

Retrieving Texts based on Abstract Descriptions.
CoRR, 2023

Two Kinds of Recall.
CoRR, 2023

At Your Fingertips: Extracting Piano Fingering Instructions from Videos.
CoRR, 2023

Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Linguistically Motivated Sign Language Segmentation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Simple and Effective Multi-Token Completion from Masked Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Understanding Transformer Memorization Recall Through Idioms.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

How Well Do Large Language Models Perform on Faux Pas Tests?
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Conformal Nucleus Sampling.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Linear Guardedness and its Implications.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Conjunct Resolution in the Face of Verbal Omissions.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Neighboring Words Affect Human Interpretation of Saliency Explanations.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Text-based NP Enrichment.
Trans. Assoc. Comput. Linguistics, 2022

Measuring Causal Effects of Data Statistics on Language Model's 'Factual' Predictions.
CoRR, 2022

Rivendell: Project-Based Academic Search Engine.
CoRR, 2022

Analyzing Gender Representation in Multilingual Models.
Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

A Dataset for N-ary Relation Extraction of Drug Combinations.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

F-coref: Fast, Accurate and Easy to Use Coreference Resolution.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Linear Adversarial Concept Erasure.
Proceedings of the International Conference on Machine Learning, 2022

Human Interpretation of Saliency-based Explanation Over Text.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Adversarial Concept Erasure in Kernel Space.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models.
Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

McPhraSy: Multi-Context Phrase Similarity and Clustering.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Lexical Generalization Improves with Larger Models and Longer Training.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models.
Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2022

BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

Large Scale Substitution-based Word Sense Induction.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes.
Trans. Assoc. Comput. Linguistics, 2021

Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand?
Trans. Assoc. Comput. Linguistics, 2021

Aligning Faithful Interpretations with their Social Attribution.
Trans. Assoc. Comput. Linguistics, 2021

Amnesic Probing: Behavioral Explanation With Amnesic Counterfactuals.
Trans. Assoc. Comput. Linguistics, 2021

Erratum: Measuring and Improving Consistency in Pretrained Language Models.
Trans. Assoc. Comput. Linguistics, 2021

Measuring and Improving Consistency in Pretrained Language Models.
Trans. Assoc. Comput. Linguistics, 2021

On the Power of Saturated Transformers: A View from Circuit Complexity.
CoRR, 2021

Back to Square One: Bias Detection, Training and Commonsense Disentanglement in the Winograd Schema.
CoRR, 2021

A simple geometric proof for the benefit of depth in ReLU networks.
CoRR, 2021

CommonsenseQA 2.0: Exposing the Limits of AI through Gamification.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Ab Antiquo: Neural Proto-language Reconstruction.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Data Augmentation for Sign Language Gloss Translation.
Proceedings of the 1st International Workshop on Automatic Translation for Signed and Spoken Languages, 2021

Thinking Like Transformers.
Proceedings of the 38th International Conference on Machine Learning, 2021

Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI.
Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

Asking It All: Generating Contextualized Questions for any Semantic Role.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Contrastive Explanations for Model Interpretability.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Bootstrapping Relation Extractors using Syntactic Search by Examples.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction.
Proceedings of the 25th Conference on Computational Natural Language Learning, 2021

Including Signed Languages in Natural Language Processing.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Neural Extractive Search.
Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Break It Down: A Question Understanding Benchmark.
Trans. Assoc. Comput. Linguistics, 2020

oLMpics - On what Language Model Pre-training Captures.
Trans. Assoc. Comput. Linguistics, 2020

Parameter Norm Growth During Training of Transformers.
CoRR, 2020

Relation Extraction as Two-way Span-Prediction.
CoRR, 2020

Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge.
CoRR, 2020

When Bert Forgets How To POS: Amnesic Probing of Linguistic Properties and MLM Predictions.
CoRR, 2020

Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Synthesizing Control for a System with Black Box Environment, Based on Deep Learning.
Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation: Engineering Principles, 2020

Compressing Pre-trained Language Models by Matrix Decomposition.
Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Facts2Story: Controlling Text Generation by Key Facts.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Unsupervised Distillation of Syntactic Information from Contextualized Word Representations.
Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020

It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT.
Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020

Interactive Extractive Search over Biomedical Corpora.
Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020

pyBART: Evidence-based Syntactic Transformations for IE.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

Nakdan: Professional Hebrew Diacritizer.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

Syntactic Search by Example.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A Formal Hierarchy of RNN Architectures.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A Two-Stage Masked LM Method for Term Set Expansion.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Unsupervised Domain Clusters in Pretrained Language Models.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

The Extraordinary Failure of Complement Coercion Crowdsourcing.
Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020

2019
Where's My Head? Definition, Dataset and Models for Numeric Fused-Heads Identification and Resolution.
Trans. Assoc. Comput. Linguistics, 2019

Mining fall-related information in clinical notes: Comparison of rule-based and novel word embedding-based machine learning approaches.
J. Biomed. Informatics, 2019

Ab Antiquo: Proto-language Reconstruction with RNNs.
CoRR, 2019

Towards better substitution-based word sense induction.
CoRR, 2019

Towards Neural Decompilation.
CoRR, 2019

Aligning Vector-spaces with Noisy Supervised Lexicons.
CoRR, 2019

Filling Gender & Number Gaps in Neural Machine Translation with Black-box Context Injection.
CoRR, 2019

Assessing BERT's Syntactic Abilities.
CoRR, 2019

Learning Deterministic Weighted Automata with Queries and Counterexamples.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

A Little Is Enough: Circumventing Defenses For Distributed Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Aligning Vector-spaces with Noisy Supervised Lexicon.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Improving Quality and Efficiency in Plan-based Neural Data-to-text Generation.
Proceedings of the 12th International Conference on Natural Language Generation, 2019

Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation.
Proceedings of the 36th International Conference on Machine Learning, 2019

Transfer Learning Between Related Tasks Using Expected Label Proportions.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

2018
Term Set Expansion based on Multi-Context Term Embeddings: an End-to-end Workflow.
CoRR, 2018

Split and Rephrase: Better Evaluation and a Stronger Baseline.
CoRR, 2018

Neural Network Methods for Natural Language Processing Yoav Goldberg (Bar Ilan University)Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 37), 2017, xxii+287 pp; paperback, ISBN 9781627052986, $74.95; ebook, ISBN 9781627052955, $59.96; doi: 10.2200/S00762ED1V01Y201703HLT037.
Comput. Linguistics, 2018

Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples.
Proceedings of the 35th International Conference on Machine Learning, 2018

LaVAN: Localized and Visible Adversarial Noise.
Proceedings of the 35th International Conference on Machine Learning, 2018

Can LSTM Learn to Capture Agreement? The Case of Basque.
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

Understanding Convolutional Neural Networks for Text Classification.
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

Adversarial Removal of Demographic Attributes from Text Data.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Word Sense Induction with Neural biLM and Symmetric Patterns.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings.
Proceedings of the COLING 2018, 2018

On the Practical Computational Power of Finite Precision RNNs for Language Recognition.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Breaking NLI Systems with Sentences that Require Simple Lexical Inferences.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Split and Rephrase: Better Evaluation and Stronger Baselines.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Neural Network Methods for Natural Language Processing
Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02165-7, 2017

Analysis of sentence embedding models using prediction tasks in natural language processing.
IBM J. Res. Dev., 2017

DyNet: The Dynamic Neural Network Toolkit.
CoRR, 2017

Controlling Linguistic Style Aspects in Neural Language Generation.
CoRR, 2017

Greedy Transition-Based Dependency Parsing with Stack LSTMs.
Comput. Linguistics, 2017

On-the-fly Operation Batching in Dynamic Computation Graphs.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks.
Proceedings of the 5th International Conference on Learning Representations, 2017

A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Improving a Strong Neural Parser with Conjunction-Specific Features.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

The Interplay of Semantics and Morphology in Word Embeddings.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Capturing Dependency Syntax with "Deep" Sequential Models.
Proceedings of the Fourth International Conference on Dependency Linguistics, 2017

From Raw Text to Universal Dependencies - Look, No Tags!
Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 2017

Exploring the Syntactic Abilities of RNNs with Multi-task Learning.
Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Towards String-To-Tree Neural Machine Translation.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Morphological Inflection Generation with Hard Monotonic Attention.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies.
Trans. Assoc. Comput. Linguistics, 2016

Easy-First Dependency Parsing with Hierarchical Tree LSTMs.
Trans. Assoc. Comput. Linguistics, 2016

Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations.
Trans. Assoc. Comput. Linguistics, 2016

A Primer on Neural Network Models for Natural Language Processing.
J. Artif. Intell. Res., 2016

Getting More Out Of Syntax with PropS.
CoRR, 2016

Reconsidering Cross-lingual Word Embeddings.
CoRR, 2016

Sequence to Sequence Transduction with Hard Monotonic Attention.
CoRR, 2016

Improving Sequence to Sequence Learning for Morphological Inflection Generation: The BIU-MIT Systems for the SIGMORPHON 2016 Shared Task for Morphological Reinflection.
Proceedings of the 14th SIGMORPHON Workshop on Computational Research in Phonetics, 2016

Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure.
Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, 2016

Improving sentence compression by learning to predict gaze.
Proceedings of the NAACL HLT 2016, 2016

Universal Dependencies v1: A Multilingual Treebank Collection.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

A Neural Network for Coordination Boundary Prediction.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Training with Exploration Improves a Greedy Stack LSTM Parser.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Semi Supervised Preposition-Sense Disambiguation using Multilingual Data.
Proceedings of the COLING 2016, 2016

Deep multi-task learning with low level tasks supervised at lower layers.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Improving Hypernymy Detection with an Integrated Path-based and Distributional Method.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Improved Parsing for Argument-Clusters Coordination.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Coordination Annotation Extension in the Penn Tree Bank.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Improving Distributional Similarity with Lessons Learned from Word Embeddings.
Trans. Assoc. Comput. Linguistics, 2015

Template Kernels for Dependency Parsing.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014
A Tabular Method for Dynamic Oracles in Transition-Based Parsing.
Trans. Assoc. Comput. Linguistics, 2014

word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method.
CoRR, 2014

Constrained Arc-Eager Dependency Parsing.
Comput. Linguistics, 2014

Neural Word Embedding as Implicit Matrix Factorization.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Linguistic Regularities in Sparse and Explicit Word Representations.
Proceedings of the Eighteenth Conference on Computational Natural Language Learning, 2014

Dependency-Based Word Embeddings.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Automatic Detection of Machine Translated Text and Translation Quality Estimation.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Training Deterministic Parsers with Non-Deterministic Oracles.
Trans. Assoc. Comput. Linguistics, 2013

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

A Dataset of Syntactic-Ngrams over Time from a Very Large Corpus of English Books.
Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

Dynamic-oracle Transition-based Parsing with Calibrated Probabilistic Output.
Proceedings of The 13th International Conference on Parsing Technologies, 2013

A Non-Monotonic Arc-Eager Transition System for Dependency Parsing.
Proceedings of the Seventeenth Conference on Computational Natural Language Learning, 2013

Universal Dependency Annotation for Multilingual Parsing.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Efficient Implementation of Beam-Search Incremental Parsers.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages.
Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages, 2013

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

Task-specific Word-Clustering for Part-of-Speech Tagging
CoRR, 2012

A Dynamic Oracle for Arc-Eager Dependency Parsing.
Proceedings of the COLING 2012, 2012

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

Language-Independent Parsing with Empty Elements.
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
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

Statistical Parsing of Morphologically Rich Languages (SPMRL) What, How and Whither.
Proceedings of the First Workshop on Statistical Parsing of Morphologically-Rich Languages, 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
Word-Based or Morpheme-Based? Annotation Strategies for Modern Hebrew Clitics.
Proceedings of the International Conference on Language Resources and Evaluation, 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

A Single Generative Model for Joint Morphological Segmentation and Syntactic Parsing.
Proceedings of the ACL 2008, 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
SVM Model Tampering and Anchored Learning: A Case Study in Hebrew NP Chunking.
Proceedings of the ACL 2007, 2007

2006
Strategic Intelligence Analysis: From Information Processing to Meaning-Making.
Proceedings of the Intelligence and Security Informatics, 2006

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


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