Roi Reichart

CoRR, 2023

Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Decoding Stumpers: Large Language Models vs. Human Problem-Solvers.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Multi-task Active Learning for Pre-trained Transformer-based Models.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2022

Designing an Automatic Agent for Repeated Language-based Persuasion Games.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2022

Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2022

PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2022

Predicting Decisions in Language Based Persuasion Games.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2022

Text2Model: Model Induction for Zero-shot Generalization Using Task Descriptions.

[BibT_eX]

[DOI]

CoRR, 2022

Domain Adaptation from Scratch.

[BibT_eX]

[DOI]

CoRR, 2022

Example-based Hypernetworks for Out-of-Distribution Generalization.

[BibT_eX]

[DOI]

CoRR, 2022

In the Eye of the Beholder: Robust Prediction with Causal User Modeling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Functional Information Perspective on Model Interpretation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Model Compression for Domain Adaptation through Causal Effect Estimation.

[BibT_eX]

[DOI]

Amir Feder

Trans. Assoc. Comput. Linguistics, 2021

Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2021

DILBERT: Customized Pre-Training for Domain Adaptation withCategory Shift, with an Application to Aspect Extraction.

[BibT_eX]

[DOI]

Entony Lekhtman

CoRR, 2021

PADA: A Prompt-based Autoregressive Approach for Adaptation to Unseen Domains.

[BibT_eX]

[DOI]

CoRR, 2021

CausaLM: Causal Model Explanation Through Counterfactual Language Models.

[BibT_eX]

[DOI]

Comput. Linguistics, 2021

Location Classification Based on Tweets.

[BibT_eX]

[DOI]

Proceedings of the GeoAI@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2021

DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction.

[BibT_eX]

[DOI]

Entony Lekhtman

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters.

[BibT_eX]

[DOI]

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

Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions.

[BibT_eX]

[DOI]

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

2020

Statistical Significance Testing for Natural Language Processing

[BibT_eX]

[DOI]

Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02174-9, 2020

PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models.

[BibT_eX]

[DOI]

Carmel Rabinovitz

Trans. Assoc. Comput. Linguistics, 2020

Predicting Strategic Behavior from Free Text.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2020

A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines.

[BibT_eX]

[DOI]

CoRR, 2020

The Structured Weighted Violations MIRA.

[BibT_eX]

[DOI]

Dor Ringel

CoRR, 2020

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity.

[BibT_eX]

[DOI]

CoRR, 2020

Automatic Location Type Classification From Social-Media Posts.

[BibT_eX]

[DOI]

CoRR, 2020

Lost in Embedding Space: Explaining Cross-Lingual Task Performance with Eigenvalue Divergence.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity.

[BibT_eX]

[DOI]

Comput. Linguistics, 2020

Predicting In-Game Actions from Interviews of NBA Players.

[BibT_eX]

[DOI]

Amir Feder

Comput. Linguistics, 2020

Predicting Strategic Behavior from Free Text (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Geosocial Location Classification: Associating Type to Places Based on Geotagged Social-Media Posts.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Semantically Driven Sentence Fusion: Modeling and Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Multidirectional Associative Optimization of Function-Specific Word Representations.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Deep Contextualized Self-training for Low Resource Dependency Parsing.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2019

Perturbation Based Learning for Structured NLP Tasks with Application to Dependency Parsing.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2019

Predicting In-game Actions From the Language of NBA Players.

[BibT_eX]

[DOI]

Amir Feder

CoRR, 2019

Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing.

[BibT_eX]

[DOI]

Comput. Linguistics, 2019

Bayesian Learning for Neural Dependency Parsing.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

GECKO - A Tool for Effective Annotation of Human Conversations.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Cross-lingual Semantic Specialization via Lexical Relation Induction.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Towards Zero-shot Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages.

[BibT_eX]

[DOI]

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Zero-Shot Semantic Parsing for Instructions.

[BibT_eX]

[DOI]

Ofer Givoli

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Deep Dominance - How to Properly Compare Deep Neural Models.

[BibT_eX]

[DOI]

Segev Shlomov

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2018

Appendix - Recommended Statistical Significance Tests for NLP Tasks.

[BibT_eX]

[DOI]

CoRR, 2018

Pivot Based Language Modeling for Improved Neural Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Neural Transition Based Parsing of Web Queries: An Entity Based Approach.

[BibT_eX]

[DOI]

Rivka Malca

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Bridging Languages through Images with Deep Partial Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Ivan Vulic

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

The Hitchhiker's Guide to Testing Statistical Significance in Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2017

Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2017

Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints.

[BibT_eX]

[DOI]

CoRR, 2017

Neural Structural Correspondence Learning for Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations.

[BibT_eX]

[DOI]

Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation.

[BibT_eX]

[DOI]

Lotem Peled

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Automatic Selection of Context Configurations for Improved (and Fast) Class-Specific Word Representations.

[BibT_eX]

[DOI]

CoRR, 2016

The Yahoo Query Treebank, V. 1.0.

[BibT_eX]

[DOI]

Yuval Pinter

Idan Szpektor

CoRR, 2016

Effective Combination of Language and Vision Through Model Composition and the R-CCA Method.

[BibT_eX]

[DOI]

Hagar Loeub

CoRR, 2016

A Factorized Model for Transitive Verbs in Compositional Distributional Semantics.

[BibT_eX]

[DOI]

Lilach Edelstein

CoRR, 2016

Symmetric Patterns and Coordinations: Fast and Enhanced Representations of Verbs and Adjectives.

[BibT_eX]

[DOI]

Roy Schwartz

Proceedings of the NAACL HLT 2016, 2016

Syntactic Parsing of Web Queries with Question Intent.

[BibT_eX]

[DOI]

Yuval Pinter

Idan Szpektor

Proceedings of the NAACL HLT 2016, 2016

Effective Greedy Inference for Graph-based Non-Projective Dependency Parsing.

[BibT_eX]

[DOI]

Ilan Tchernowitz

Liron Yedidsion

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

The Structured Weighted Violations Perceptron Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Survey on the Use of Typological Information in Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

Finger flexion imagery: EEG classification through physiologically-inspired feature extraction and hierarchical voting.

[BibT_eX]

[DOI]

Daniel Furman

Hillel Pratt

Proceedings of the 4th International Winter Conference on Brain-Computer Interface, 2016

Edge-Linear First-Order Dependency Parsing with Undirected Minimum Spanning Tree Inference.

[BibT_eX]

[DOI]

Effi Levi

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Unsupervised Declarative Knowledge Induction for Constraint-Based Learning of Information Structure in Scientific Documents.

[BibT_eX]

[DOI]

Yufan Guo

Trans. Assoc. Comput. Linguistics, 2015

Judgment Language Matters: Multilingual Vector Space Models for Judgment Language Aware Lexical Semantics.

[BibT_eX]

[DOI]

Ira Leviant

CoRR, 2015

SimLex-999: Evaluating Semantic Models With (Genuine) Similarity Estimation.

[BibT_eX]

[DOI]

Felix Hill

Comput. Linguistics, 2015

Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction.

[BibT_eX]

[DOI]

Roy Schwartz

Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL.

[BibT_eX]

[DOI]

Yevgeni Berzak

Boris Katz

Proceedings of the 19th Conference on Computational Natural Language Learning, 2015

2014

Multi-Modal Models for Concrete and Abstract Concept Meaning.

[BibT_eX]

[DOI]

Felix Hill

Trans. Assoc. Comput. Linguistics, 2014

An Unsupervised Model for Instance Level Subcategorization Acquisition.

[BibT_eX]

[DOI]

Simon Baker

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Reconstructing Native Language Typology from Foreign Language Usage.

[BibT_eX]

[DOI]

Yevgeni Berzak

Boris Katz

Proceedings of the Eighteenth Conference on Computational Natural Language Learning, 2014

Minimally Supervised Classification to Semantic Categories using Automatically Acquired Symmetric Patterns.

[BibT_eX]

[DOI]

Roy Schwartz

Proceedings of the COLING 2014, 2014

2013

Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints.

[BibT_eX]

[DOI]

Yufan Guo

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Improved Lexical Acquisition through DPP-based Verb Clustering.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Multi-Event Extraction Guided by Global Constraints.

[BibT_eX]

[DOI]

Regina Barzilay

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

You Too?! Mixed-Initiative LDA Story Matching to Help Teens in Distress.

[BibT_eX]

[DOI]

Carolyn Penstein Rosé

Matthew Thoman

Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Learning to Map into a Universal POS Tagset.

[BibT_eX]

[DOI]

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints.

[BibT_eX]

[DOI]

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Document and Corpus Level Inference For Unsupervised and Transductive Learning of Information Structure of Scientific Documents.

[BibT_eX]

[DOI]

Proceedings of the COLING 2012, 2012

A Diverse Dirichlet Process Ensemble for Unsupervised Induction of Syntactic Categories.

[BibT_eX]

[DOI]

Gal Elidan

Proceedings of the COLING 2012, 2012

CRAB Reader: A Tool for Analysis and Visualization of Argumentative Zones in Scientific Literature.

[BibT_eX]

[DOI]

Proceedings of the COLING 2012, 2012

2011

Modeling the Detection of Textual Cyberbullying.

[BibT_eX]

[DOI]

Karthik Dinakar

Henry Lieberman

Proceedings of the Social Mobile Web, 2011

Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

Confidence Driven Unsupervised Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Semi-supervised natural language acquisition (למידה מפוקחת למחצה של שפה טבעית על ידי מחשב.; למידה מפקחת למחצה של שפה טבעית על ידי מחשב.).

[BibT_eX]

[DOI]

PhD thesis, 2010

Improved Fully Unsupervised Parsing with Zoomed Learning.

[BibT_eX]

[DOI]

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Tense Sense Disambiguation: A New Syntactic Polysemy Task.

[BibT_eX]

[DOI]

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Improved Unsupervised POS Induction Using Intrinsic Clustering Quality and a Zipfian Constraint.

[BibT_eX]

[DOI]

Raanan Fattal

Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010

Type Level Clustering Evaluation: New Measures and a POS Induction Case Study.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010

A Multi-Domain Web-Based Algorithm for POS Tagging of Unknown Words.

[BibT_eX]

[DOI]

Shulamit Umansky-Pesin

Proceedings of the COLING 2010, 2010

Improved Unsupervised POS Induction through Prototype Discovery.

[BibT_eX]

[DOI]

Proceedings of the ACL 2010, 2010

2009

The NVI Clustering Evaluation Measure.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Conference on Computational Natural Language Learning, 2009

Automatic Selection of High Quality Parses Created By a Fully Unsupervised Parser.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Conference on Computational Natural Language Learning, 2009

Sample Selection for Statistical Parsers: Cognitively Driven Algorithms and Evaluation Measures.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Conference on Computational Natural Language Learning, 2009

Superior and Efficient Fully Unsupervised Pattern-based Concept Acquisition Using an Unsupervised Parser.

[BibT_eX]

[DOI]

Dmitry Davidov

Proceedings of the Thirteenth Conference on Computational Natural Language Learning, 2009

Unsupervised Argument Identification for Semantic Role Labeling.

[BibT_eX]

[DOI]

Proceedings of the ACL 2009, 2009

2008

Unsupervised Induction of Labeled Parse Trees by Clustering with Syntactic Features.

[BibT_eX]

[DOI]

Proceedings of the COLING 2008, 2008

A Supervised Algorithm for Verb Disambiguation into VerbNet Classes.

[BibT_eX]

[DOI]

Proceedings of the COLING 2008, 2008

Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution.

[BibT_eX]

[DOI]

Proceedings of the ACL 2008, 2008

Multi-Task Active Learning for Linguistic Annotations.

[BibT_eX]

[DOI]

Proceedings of the ACL 2008, 2008

2007

Self-Training for Enhancement and Domain Adaptation of Statistical Parsers Trained on Small Datasets.

[BibT_eX]

[DOI]

Proceedings of the ACL 2007, 2007

An Ensemble Method for Selection of High Quality Parses.

[BibT_eX]

[DOI]