Niyati Bafna
13 papers · 2021–2026 · 8 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23)
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low-resource language
(5)
machine translation
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large language model
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unsupervised learning
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cross-lingual generalization
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neural machine translation
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prompt engineering
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model robustness
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automatic speech recognition
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multilingual generation
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noisy channel model
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model adaptation
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synthetic data generation
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language recognition
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dialect translation
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model fine-tuning
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masked language model
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Papers
ChiKhaPo: A Large-Scale Multilingual Benchmark for Evaluating Lexical Comprehension and Generation in Large Language Models
ACL 2026
How Important is ‘Perfect’ English for Machine Translation Prompts?
EACL 2026
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
LID Models are Actually Accent Classifiers: Implications and Solutions for LID on Accented Speech
Interspeech 2025
The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure
IJCNLP 2025
Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization
EMNLP 2024
JHU IWSLT 2024 Dialectal and Low-resource System Description
ACL 2024
Pointer-Generator Networks for Low-Resource Machine Translation: Don’t Copy That!
NAACL 2024
When Your Cousin Has the Right Connections: Unsupervised Bilingual Lexicon Induction for Related Data-Imbalanced Languages
COLING 2024
Combining Noisy Semantic Signals with Orthographic Cues: Cognate Induction for the Indic Dialect Continuum
CoNLL 2022
Subword-based Cross-lingual Transfer of Embeddings from Hindi to Marathi and Nepali
NAACL 2022
Clause Final Verb Prediction in Hindi: Evidence for Noisy Channel Model of Communication
NAACL 2021