Clara Vania

Computer Science · Physical Sciences

14h-index733citations44works0.52yr avg
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Research Topics

Topic Modeling(36), Natural Language Processing Techniques(32), Multimodal Machine Learning Applications(8), Mobile Crowdsensing and Crowdsourcing(6), Text Readability and Simplification(6)

Publications44 total

PersonaLens: A Benchmark for Personalization Evaluation in Conversational AI Assistants
arXiv (Cornell University)·2025Open Access
PersonaLens: A Benchmark for Personalization Evaluation in Conversational AI Assistants
2025· 1 citedOpen Access
WebIE: Faithful and Robust Information Extraction on the Web
arXiv (Cornell University)·2023Open Access
WebIE: Faithful and Robust Information Extraction on the Web
2023· 3 citedOpen Access
Endowing Language Models with Multimodal Knowledge Graph Representations
arXiv (Cornell University)·2022· 10 citedOpen Access
UniMorph 4.0: Universal Morphology
arXiv (Cornell University)·2022· 36 citedOpen Access
Improving Distantly Supervised Document-Level Relation Extraction Through Natural Language Inference
2022· 4 citedOpen Access
IndoNLI: A Natural Language Inference Dataset for Indonesian
arXiv (Cornell University)·2021Open Access
What Ingredients Make for an Effective Crowdsourcing Protocol for\n Difficult NLU Data Collection Tasks?
arXiv (Cornell University)·2021Open Access
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages
2021· 37 citedOpen Access
VisualSem: a high-quality knowledge graph for vision and language
2021· 33 citedOpen Access
Crowdsourcing Beyond Annotation: Case Studies in Benchmark Data Collection
2021· 4 citedOpen Access
What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks?
2021· 1 citedOpen Access
Comparing Test Sets with Item Response Theory
2021· 1 citedOpen Access
Asking Crowdworkers to Write Entailment Examples: The Best of Bad Options
arXiv (Cornell University)·2020· 8 citedOpen Access
Asking Crowdworkers to Write Entailment Examples: The Best of Bad\n Options
arXiv (Cornell University)·2020· 1 citedOpen Access
VisualSem: A High-quality Knowledge Graph for Vision and Language
arXiv (Cornell University)·2020Open Access
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual\n Transfer Too
arXiv (Cornell University)·2020· 10 citedOpen Access
Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work?
arXiv (Cornell University)·2020· 52 citedOpen Access
LINSPECTOR: Multilingual Probing Tasks for Word Representations
Computational Linguistics·2020· 7 citedOpen Access
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Frequent Co-authors

Samuel R. Bowman(12), Adam Lopez(11), Mirna Adriani(6), Jason Phang(5), Haokun Liu(5), Phu Mon Htut(5), Iacer Calixto(5), Yada Pruksachatkun(4), Katharina Kann(4), Kyunghyun Cho(4), Nikita Nangia(4), Richard Yuanzhe Pang(3), Yova Kementchedjhieva(3), Anders Søgaard(3), Eleanor Chodroff(3), Аziyana V. Bayyr-ool(3), Sofya Ganieva(3), Aelita Salchak(3), Duygu Ataman(3), Francis M. Tyers(3)