NLPExplorer

Yoav Goldberg

Number of Papers:- 131

Number of Citations:- 1587

First ACL Paper:- 2006

Latest ACL Paper:- 2022

Venues:-

BioNLP

insights

CLPsych

BlackboxNLP

PANDL

IJCNLP

MTSummit

ACL

SPMRL

*SEMEVAL

IWPT

COLING

INLG

NAACL

TACL

LREC

AACL

CoNLL

RepEval

SIGMORPHON

EMNLP

EACL

DepLing

RepL4NLP

unimplicit

Co-Authors:-

Aakanksha Naik

Abhilasha Ravichander

Adam Nadaf

Adam Przepiorkowski

Adar Paz

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Large Scale Substitution-based Word Sense Induction ACL

Matan Eyal | Shoval Sadde | Hillel Taub-Tabib | Yoav Goldberg |

BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models ACL

Elad Ben Zaken | Yoav Goldberg | Shauli Ravfogel |

Analyzing Gender Representation in Multilingual Models ACL RepL4NLP

Hila Gonen | Shauli Ravfogel | Yoav Goldberg |

A Dataset for N-ary Relation Extraction of Drug Combinations NAACL

Text-based NP Enrichment TACL

Yanai Elazar | Victoria Basmov* | Yoav Goldberg | Reut Tsarfaty |

Proceedings of the First Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning COLING PANDL WS

F-coref: Fast, Accurate and Easy to Use Coreference Resolution AACL IJCNLP

Shon Otmazgin | Arie Cattan | Yoav Goldberg |

Bootstrapping Relation Extractors using Syntactic Search by Examples EACL

Matan Eyal | Asaf Amrami | Hillel Taub-Tabib | Yoav Goldberg |

Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning EACL

Alon Jacovi | Gang Niu | Yoav Goldberg | Masashi Sugiyama |

Ab Antiquo: Neural Proto-language Reconstruction NAACL

Carlo Meloni | Shauli Ravfogel | Yoav Goldberg |

Hebrew Psychological Lexicons CLPsych NAACL

Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? NAACL

Asking It All: Generating Contextualized Questions for any Semantic Role EMNLP

Data Augmentation for Sign Language Gloss Translation MTSummit

Amit Moryossef | Kayo Yin | Graham Neubig | Yoav Goldberg |

Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes TACL

Ofer Sabo | Yanai Elazar | Yoav Goldberg | Ido Dagan |

Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent EMNLP

Proceedings of the 1st Workshop on Understanding Implicit and Underspecified Language ACL IJCNLP unimplicit

Michael Roth | Reut Tsarfaty | Yoav Goldberg |

Aligning Faithful Interpretations with their Social Attribution TACL

Alon Jacovi | Yoav Goldberg |

Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema EMNLP

Yanai Elazar | Hongming Zhang | Yoav Goldberg | Dan Roth |

Measuring and Improving Consistency in Pretrained Language Models TACL

Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand? TACL

William Merrill | Yoav Goldberg | Roy Schwartz | Noah A. Smith |

Erratum: Measuring and Improving Consistency in Pretrained Language Models TACL

Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals TACL

Yanai Elazar | Shauli Ravfogel | Alon Jacovi | Yoav Goldberg |

Including Signed Languages in Natural Language Processing ACL IJCNLP

Neural Extractive Search ACL IJCNLP

Shauli Ravfogel | Hillel Taub-Tabib | Yoav Goldberg |

Contrastive Explanations for Model Interpretability EMNLP

Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction CoNLL EMNLP

Shauli Ravfogel | Grusha Prasad | Tal Linzen | Yoav Goldberg |

Nakdan: Professional Hebrew Diacritizer ACL

Avi Shmidman | Shaltiel Shmidman | Moshe Koppel | Yoav Goldberg |

Syntactic Search by Example ACL

Micah Shlain | Hillel Taub-Tabib | Shoval Sadde | Yoav Goldberg |

Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness? ACL

Alon Jacovi | Yoav Goldberg |

Interactive Extractive Search over Biomedical Corpora ACL BioNLP WS

A Formal Hierarchy of RNN Architectures ACL

Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora ACL

Hila Gonen | Ganesh Jawahar | Djamé Seddah | Yoav Goldberg |

A Two-Stage Masked LM Method for Term Set Expansion ACL

Guy Kushilevitz | Shaul Markovitch | Yoav Goldberg |

pyBART: Evidence-based Syntactic Transformations for IE ACL

Aryeh Tiktinsky | Yoav Goldberg | Reut Tsarfaty |

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection ACL

Unsupervised Domain Clusters in Pretrained Language Models ACL

Roee Aharoni | Yoav Goldberg |

Compressing Pre-trained Language Models by Matrix Decomposition AACL

Matan Ben Noach | Yoav Goldberg |

Facts2Story: Controlling Text Generation by Key Facts COLING

Eyal Orbach | Yoav Goldberg |

The Extraordinary Failure of Complement Coercion Crowdsourcing EMNLP insights

Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data EMNLP

Shachar Rosenman | Alon Jacovi | Yoav Goldberg |

Break It Down: A Question Understanding Benchmark TACL

oLMpics-On What Language Model Pre-training Captures TACL

Alon Talmor | Yanai Elazar | Yoav Goldberg | Jonathan Berant |

It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT BlackboxNLP EMNLP

Hila Gonen | Shauli Ravfogel | Yanai Elazar | Yoav Goldberg |

Unsupervised Distillation of Syntactic Information from Contextualized Word Representations BlackboxNLP EMNLP

Shauli Ravfogel | Yanai Elazar | Jacob Goldberger | Yoav Goldberg |

Transfer Learning Between Related Tasks Using Expected Label Proportions EMNLP

Matan Ben Noach | Yoav Goldberg |

Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets EMNLP

Mor Geva | Yoav Goldberg | Jonathan Berant |

Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training EMNLP

Hila Gonen | Yoav Goldberg |

How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? CoNLL

Hila Gonen | Yova Kementchedjhieva | Yoav Goldberg |

Aligning Vector-spaces with Noisy Supervised Lexicon NAACL

Noa Yehezkel Lubin | Jacob Goldberger | Yoav Goldberg |

Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them NAACL

Hila Gonen | Yoav Goldberg |

Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation NAACL

Amit Moryossef | Yoav Goldberg | Ido Dagan |

Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages NAACL

Shauli Ravfogel | Yoav Goldberg | Tal Linzen |

Proceedings of the 3rd Workshop on Evaluating Vector Space Representations for NLP NAACL WS

Anna Rogers | Aleksandr Drozd | Anna Rumshisky | Yoav Goldberg |

Filling Gender & Number Gaps in Neural Machine Translation with Black-box Context Injection ACL WS

Amit Moryossef | Roee Aharoni | Yoav Goldberg |

Where’s My Head? Definition, Data Set, and Models for Numeric Fused-Head Identification and Resolution TACL

Yanai Elazar | Yoav Goldberg |

Improving Quality and Efficiency in Plan-based Neural Data-to-text Generation INLG WS

Amit Moryossef | Yoav Goldberg | Ido Dagan |

SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings COLING

Adversarial Removal of Demographic Attributes from Text Data EMNLP

Yanai Elazar | Yoav Goldberg |

Word Sense Induction with Neural biLM and Symmetric Patterns EMNLP

Asaf Amrami | Yoav Goldberg |

Breaking NLI Systems with Sentences that Require Simple Lexical Inferences ACL

Max Glockner | Vered Shwartz | Yoav Goldberg |

Split and Rephrase: Better Evaluation and Stronger Baselines ACL

Roee Aharoni | Yoav Goldberg |

On the Practical Computational Power of Finite Precision RNNs for Language Recognition ACL

Gail Weiss | Yoav Goldberg | Eran Yahav |

Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP ACL WS

Understanding Convolutional Neural Networks for Text Classification EMNLP WS

Alon Jacovi | Oren Sar Shalom | Yoav Goldberg |

Can LSTM Learn to Capture Agreement? The Case of Basque EMNLP WS

Shauli Ravfogel | Yoav Goldberg | Francis Tyers |

A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments EACL

Omer Levy | Anders Søgaard | Yoav Goldberg |

Improving a Strong Neural Parser with Conjunction-Specific Features EACL

Jessica Ficler | Yoav Goldberg |

The Interplay of Semantics and Morphology in Word Embeddings EACL

Oded Avraham | Yoav Goldberg |

Greedy Transition-Based Dependency Parsing with Stack LSTMs CL

Miguel Ballesteros | Chris Dyer | Yoav Goldberg | Noah A. Smith |

Exploring the Syntactic Abilities of RNNs with Multi-task Learning CoNLL

Émile Enguehard | Yoav Goldberg | Tal Linzen |

From Raw Text to Universal Dependencies - Look, No Tags! CoNLL

Morphological Inflection Generation with Hard Monotonic Attention ACL

Roee Aharoni | Yoav Goldberg |

Towards String-To-Tree Neural Machine Translation ACL

Roee Aharoni | Yoav Goldberg |

Controlling Linguistic Style Aspects in Neural Language Generation WS

Jessica Ficler | Yoav Goldberg |

Proceedings of the 2nd Workshop on Evaluating Vector Space Representations for NLP RepEval WS

Capturing Dependency Syntax with “Deep” Sequential Models DepLing WS

Yoav Goldberg |

Semi Supervised Preposition-Sense Disambiguation using Multilingual Data COLING

Hila Gonen | Yoav Goldberg |

A Neural Network for Coordination Boundary Prediction EMNLP

Jessica Ficler | Yoav Goldberg |

Training with Exploration Improves a Greedy Stack LSTM Parser EMNLP

Miguel Ballesteros | Yoav Goldberg | Chris Dyer | Noah A. Smith |

Universal Dependencies v1: A Multilingual Treebank Collection LREC

Improving sentence compression by learning to predict gaze NAACL

Sigrid Klerke | Yoav Goldberg | Anders Søgaard |

Coordination Annotation Extension in the Penn Tree Bank ACL

Jessica Ficler | Yoav Goldberg |

Improving Hypernymy Detection with an Integrated Path-based and Distributional Method ACL

Vered Shwartz | Yoav Goldberg | Ido Dagan |

Improved Parsing for Argument-Clusters Coordination ACL

Jessica Ficler | Yoav Goldberg |

Deep multi-task learning with low level tasks supervised at lower layers ACL

Anders Søgaard | Yoav Goldberg |

Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss ACL

Barbara Plank | Anders Søgaard | Yoav Goldberg |

Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations TACL

Eliyahu Kiperwasser | Yoav Goldberg |

Easy-First Dependency Parsing with Hierarchical Tree LSTMs TACL

Eliyahu Kiperwasser | Yoav Goldberg |

Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies TACL

Tal Linzen | Emmanuel Dupoux | Yoav Goldberg |

Improving Sequence to Sequence Learning for Morphological Inflection Generation: The BIU-MIT Systems for the SIGMORPHON 2016 Shared Task for Morphological Reinflection SIGMORPHON WS

Roee Aharoni | Yoav Goldberg | Yonatan Belinkov |

Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure RepEval WS

Oded Avraham | Yoav Goldberg |

Proceedings of The 20th SIGNLL Conference on Computational Natural Language Learning CoNLL

Stefan Riezler | Yoav Goldberg |

Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data EMNLP

Eliyahu Kiperwasser | Yoav Goldberg |

Template Kernels for Dependency Parsing NAACL

Hillel Taub-Tabib | Yoav Goldberg | Amir Globerson |

Improving Distributional Similarity with Lessons Learned from Word Embeddings TACL

Omer Levy | Yoav Goldberg | Ido Dagan |

Squibs: Constrained Arc-Eager Dependency Parsing CL

Joakim Nivre | Yoav Goldberg | Ryan McDonald |

Automatic Detection of Machine Translated Text and Translation Quality Estimation ACL

Roee Aharoni | Moshe Koppel | Yoav Goldberg |

Dependency-Based Word Embeddings ACL

Omer Levy | Yoav Goldberg |

A Tabular Method for Dynamic Oracles in Transition-Based Parsing TACL

Yoav Goldberg | Francesco Sartorio | Giorgio Satta |

Linguistic Regularities in Sparse and Explicit Word Representations CoNLL WS

Omer Levy | Yoav Goldberg |

Intermediary Semantic Representation through Proposition Structures WS

Gabriel Stanovsky | Jessica Ficler | Ido Dagan | Yoav Goldberg |

Proceedings of the First Joint Workshop on Statistical Parsing of Morphologically Rich Languages and Syntactic Analysis of Non-Canonical Languages WS

Word Segmentation, Unknown-word Resolution, and Morphological Agreement in a Hebrew Parsing System CL

Yoav Goldberg | Michael Elhadad |

Universal Dependency Annotation for Multilingual Parsing ACL

Efficient Implementation of Beam-Search Incremental Parsers ACL

Yoav Goldberg | Kai Zhao | Liang Huang |

Training Deterministic Parsers with Non-Deterministic Oracles TACL

Yoav Goldberg | Joakim Nivre |

A Dataset of Syntactic-Ngrams over Time from a Very Large Corpus of English Books *SEMEVAL

Yoav Goldberg | Jon Orwant |

A Non-Monotonic Arc-Eager Transition System for Dependency Parsing CoNLL WS

Matthew Honnibal | Yoav Goldberg | Mark Johnson |

Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages SPMRL WS

Yoav Goldberg | Yuval Marton | Ines Rehbein | Yannick Versley |

Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages SPMRL WS

Enhancing Unlexicalized Parsing Performance Using a Wide Coverage Lexicon, Fuzzy Tag-Set Mapping, and EM-HMM-Based Lexical Probabilities EACL

Yoav Goldberg | Reut Tsarfaty | Meni Adler | Michael Elhadad |