Aditya Siddhant
15 papers · 2018–2023 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Collector
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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The Questioner
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Century Club Β· Bronze
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Conference Pioneer
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Research topics
Natural Language Processing
(12)
Resources & Methods
(10)
Artificial Intelligence
(8)
Machine Learning
(7)
Deep Learning
(6)
Applications
(6)
Core AI
(4)
Learning Paradigms
(4)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(4)
Core Methods
(3)
Generation
(3)
Architectures
(2)
Techniques
(2)
Application Areas
(1)
Keywords
cross-lingual transfer
(6)
transfer learning
(3)
machine translation
(2)
low-resource language
(2)
multilingual language model
(2)
sequence labeling
(2)
multilingual neural machine translation
(2)
multilingual encoder
(2)
multilingual translation
(1)
multilingual nlp
(1)
bayesian inference
(1)
benchmark evaluation
(1)
self-supervised learning
(1)
neural machine translation
(1)
domain adaptation
(1)
semantic role labeling
(1)
summarization evaluation
(1)
text classification
(1)
spoken language understanding
(1)
document-level translation
(1)
Papers
Dialect-robust Evaluation of Generated Text
ACL 2023
MetricX-23: The Google Submission to the WMT 2023 Metrics Shared Task
EMNLP 2023
SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation
EMNLP 2023
DOCmT5: Document-Level Pretraining of Multilingual Language Models
NAACL 2022
Explicit Alignment Objectives for Multilingual Bidirectional Encoders
NAACL 2021
Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages
NAACL 2021
mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer
NAACL 2021
nmT5 - Is parallel data still relevant for pre-training massively multilingual language models?
ACL 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
EMNLP 2021
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation
AAAI 2020
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation
ACL 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation
ICML 2020
Domain Adaptation of SRL Systems for Biological Processes
ACL 2019
Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents
AAAI 2019
Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study
EMNLP 2018