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David Yarowsky

70 papers · 2000–2025 · 9 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (25) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (40) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (9) 🏠 Conference Loyalist (20) 🀝 Dynamic Duo (10) πŸ‘₯ Mega-Team (58) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ—ƒοΈ Keyword Collector (111) πŸš€ Conference Pioneer ⚑ Prolific Year (5) πŸ”₯ Unstoppable (10) πŸ’Ž Century Club (70)

Conferences

ACL (20) IJCNLP (12) EMNLP (11) NAACL (10) CONLL (8) COLING (5) EACL (2) AACL (1) SEMEVAL (1)

Top co-authors

Nikesh Garera (10) Winston Wu (8) Ryan Cotterell (7) Arya D. McCarthy (7) Niyati Bafna (6) Garrett Nicolai (5) Christo Kirov (5) Silviu Cucerzan (5) Mans Hulden (5) Ekaterina Vylomova (5)

Research topics

Linguistics (1)

Keywords

low-resource language (5) word formation (3) cross-lingual generalization (3) machine translation (3) large language model (3) multilingual nlp (2) color terminology (2) morphological analysis (2) typological diversity (2) computational linguistics (2) morphological reinflection (2) neural network (2) cross-linguistic analysis (2) basic color term (2) multilingual generation (2) transformer model (2) multilingual model (2) universal dependencies (1) cross-lingual embedding (1) text generation (1)

Papers

JHU’s Submission to the AmericasNLP 2025 Shared Task on the Creation of Educational Materials for Indigenous Languages NAACL 2025
The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure IJCNLP 2025
The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure AACL 2025
DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models ACL 2025
JHU IWSLT 2025 Low-resource System Description ACL 2025
Pointer-Generator Networks for Low-Resource Machine Translation: Don’t Copy That! NAACL 2024
Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization EMNLP 2024
Deciphering and Characterizing Out-of-Vocabulary Words for Morphologically Rich Languages COLING 2022
Known Words Will Do: Unknown Concept Translation via Lexical Relations COLING 2022
Sequence Models for Computational Etymology of Borrowings ACL 2021
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages IJCNLP 2021
Sequence Models for Computational Etymology of Borrowings IJCNLP 2021
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages ACL 2021
Induced Inflection-Set Keyword Search in Speech ACL 2020
Neural Transduction for Multilingual Lexical Translation COLING 2020
Wiktionary Normalization of Translations and Morphological Information COLING 2020
Measuring the Similarity of Grammatical Gender Systems by Comparing Partitions EMNLP 2020
Massively Multilingual Adversarial Speech Recognition NAACL 2019
Modeling Color Terminology Across Thousands of Languages EMNLP 2019
Learning Morphosyntactic Analyzers from the Bible via Iterative Annotation Projection across 26 Languages ACL 2019
Modeling Color Terminology Across Thousands of Languages IJCNLP 2019
Marrying Universal Dependencies and Universal Morphology EMNLP 2018
The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection CONLL 2018
Deriving Consensus for Multi-Parallel Corpora: an English Bible Study IJCNLP 2017
Paradigm Completion for Derivational Morphology EMNLP 2017
CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages CONLL 2017
Cross-lingual Dependency Parsing Based on Distributed Representations ACL 2015
A Language-Independent Feature Schema for Inflectional Morphology ACL 2015
Cross-lingual Dependency Parsing Based on Distributed Representations IJCNLP 2015
Social Media Predictive Analytics NAACL 2015
A Language-Independent Feature Schema for Inflectional Morphology IJCNLP 2015
Exploring Sentiment in Social Media: Bootstrapping Subjectivity Clues from Multilingual Twitter Streams ACL 2013
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing EMNLP 2013
Broadly Improving User Classification via Communication-Based Name and Location Clustering on Twitter NAACL 2013
Exploring Demographic Language Variations to Improve Multilingual Sentiment Analysis in Social Media EMNLP 2013
Toward Statistical Machine Translation without Parallel Corpora EACL 2012
Stylometric Analysis of Scientific Articles NAACL 2012
Proceedings of 5th International Joint Conference on Natural Language Processing IJCNLP 2011
Using Large Monolingual and Bilingual Corpora to Improve Coordination Disambiguation ACL 2011
Typed Graph Models for Learning Latent Attributes from Names ACL 2011
Modeling Latent Biographic Attributes in Conversational Genres ACL 2009
Arabic Cross-Document Coreference Resolution IJCNLP 2009
Improving Translation Lexicon Induction from Monolingual Corpora via Dependency Contexts and Part-of-Speech Equivalences CONLL 2009
Structural, Transitive and Latent Models for Biographic Fact Extraction EACL 2009
Modeling Latent Biographic Attributes in Conversational Genres IJCNLP 2009
Arabic Cross-Document Coreference Resolution ACL 2009
Unsupervised Translation Induction for Chinese Abbreviations using Monolingual Corpora ACL 2008
Translating Compounds by Learning Component Gloss Translation Models via Multiple Languages IJCNLP 2008
Minimally Supervised Multilingual Taxonomy and Translation Lexicon Induction IJCNLP 2008
Mining and Modeling Relations between Formal and Informal Chinese Phrases from Web Corpora EMNLP 2008
JHU1 : An Unsupervised Approach to Person Name Disambiguation using Web Snippets SEMEVAL 2007
Resolving and Generating Definite Anaphora by Modeling Hypernymy using Unlabeled Corpora CONLL 2006
Multi-Field Information Extraction and Cross-Document Fusion ACL 2005
Improving Bitext Word Alignments via Syntax-based Reordering of English ACL 2004
Exploiting Aggregate Properties of Bilingual Dictionaries For Distinguishing Senses of English Words and Inducing English Sense Clusters ACL 2004
Statistical Machine Translation Using Coercive Two-Level Syntactic Transduction EMNLP 2003
Unsupervised Personal Name Disambiguation CONLL 2003
Desparately Seeking Cebuano NAACL 2003
Minimally Supervised Induction of Grammatical Gender NAACL 2003
Modeling Consensus: Classifier Combination for Word Sense Disambiguation EMNLP 2002
Inducing Translation Lexicons via Diverse Similarity Measures and Bridge Languages CONLL 2002
Language Independent NER using a Unified Model of Internal and Contextual Evidence CONLL 2002
Bootstrapping a Multilingual Part-of-speech Tagger in One Person-day CONLL 2002
Inducing Information Extraction Systems for New Languages via Cross-language Projection COLING 2002
Augmented Mixture Models for Lexical Disambiguation EMNLP 2002
Multipath Translation Lexicon Induction via Bridge Languages NAACL 2001
Inducing Multilingual POS Taggers and NP Bracketers via Robust Projection Across Aligned Corpora NAACL 2001
Language Independent, Minimally Supervised Induction of Lexical Probabilities ACL 2000
Minimally Supervised Morphological Analysis by Multimodal Alignment ACL 2000
Rule Writing or Annotation: Cost-efficient Resource Usage for Base Noun Phrase Chunking ACL 2000