Niyati Bafna
14 papers · 2021–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (12) 🏃 Academic Marathon (5)
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Hot Topic Early Bird
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Conference Polyglot
(7)
🐝
Cross-Pollinator
(12)
🏆
Keyword Champion
(2)
💎
Century Club
(12)
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The Questioner
🗃️
Keyword Collector
(56)
Conferences
ACL (4)
NAACL (3)
EMNLP (2)
AACL (1)
COLING (1)
CONLL (1)
EACL (1)
IJCNLP (1)
Top co-authors
Keywords
low-resource language
(7)
machine translation
(5)
large language model
(4)
unsupervised learning
(3)
multilingual generation
(2)
cross-lingual generalization
(2)
orthographic cue
(2)
cognate induction
(2)
bilingual embedding
(2)
neural machine translation
(1)
model adaptation
(1)
noisy channel model
(1)
synthetic data generation
(1)
prompt engineering
(1)
model robustness
(1)
automatic speech recognition
(1)
performance degradation
(1)
dialect translation
(1)
model fine-tuning
(1)
masked language model
(1)
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
JHU IWSLT 2025 Low-resource System Description
ACL 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
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
Pointer-Generator Networks for Low-Resource Machine Translation: Don’t Copy That!
NAACL 2024
JHU IWSLT 2024 Dialectal and Low-resource System Description
ACL 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
Combining Noisy Semantic Signals with Orthographic Cues: Cognate Induction for the Indic Dialect Continuum
EMNLP 2022
Clause Final Verb Prediction in Hindi: Evidence for Noisy Channel Model of Communication
NAACL 2021