Prashant Mathur
19 papers · 2014–2025 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (31) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
(11)
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Mega-Team · Legion
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Deep Specialist
(11)
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Prolific Year · Productive
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Unstoppable · Bronze
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Century Club · Bronze
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Renaissance Researcher
(5)
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Keyword Collector
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Research topics
Natural Language Processing
(13)
Applications
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Machine Learning
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Artificial Intelligence
(8)
Core AI
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Deep Learning
(6)
Learning Types · Deep Learning
(5)
Learning Types · Machine Learning
(4)
Speech & Audio
(3)
Optimization & Theory
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Recognition
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Application Areas
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Architectures
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Generation
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Computer Vision
(1)
Keywords
neural machine translation
(7)
machine translation
(4)
speech translation
(3)
simultaneous translation
(2)
domain adaptation
(2)
low-resource language
(2)
speech-to-speech translation
(2)
spoken language translation
(2)
random walk
(1)
multimodal learning
(1)
knowledge distillation
(1)
document-level translation
(1)
transfer learning
(1)
context modeling
(1)
text generation
(1)
end-to-end learning
(1)
curriculum learning
(1)
pearson correlation
(1)
language model
(1)
multilingual translation
(1)
Papers
How to Talk to Language Models: Serialization Strategies for Structured Entity Matching
NAACL 2025
FINDINGS OF THE IWSLT 2024 EVALUATION CAMPAIGN
ACL 2024
Perceptual Evaluation of Audio-Visual Synchrony Grounded in Viewers’ Opinion Scores
ECCV 2024
Tackling Missing Modalities in Audio-Visual Representation Learning Using Masked Autoencoders
Interspeech 2024
Automatic Evaluation and Analysis of Idioms in Neural Machine Translation
EACL 2023
End-to-End Single-Channel Speaker-Turn Aware Conversational Speech Translation
EMNLP 2023
FINDINGS OF THE IWSLT 2023 EVALUATION CAMPAIGN
ACL 2023
Improving Isochronous Machine Translation with Target Factors and Auxiliary Counters
Interspeech 2023
Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions
EACL 2023
Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric into a Document-Level Metric
EMNLP 2022
Findings of the IWSLT 2022 Evaluation Campaign
ACL 2022
Isochrony-Aware Neural Machine Translation for Automatic Dubbing
Interspeech 2022
GFST: Gender-Filtered Self-Training for More Accurate Gender in Translation
EMNLP 2021
Distilling Multiple Domains for Neural Machine Translation
EMNLP 2020
Evaluating Robustness to Input Perturbations for Neural Machine Translation
ACL 2020
Joint Translation and Unit Conversion for End-to-end Localization
ACL 2020
Training Neural Machine Translation to Apply Terminology Constraints
ACL 2019
Multi-lingual neural title generation for e-Commerce browse pages
NAACL 2018
Fast Domain Adaptation of SMT models without in-Domain Parallel Data
COLING 2014