Vivek Iyer
11 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🗃️ Keyword Collector (52)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
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Research topics
Natural Language Processing
(8)
Artificial Intelligence
(7)
Applications
(7)
Machine Learning
(5)
Core AI
(5)
Resources & Methods
(4)
Deep Learning
(3)
Learning Types
(3)
Knowledge & Reasoning
(2)
Architectures
(2)
Learning Paradigms
(2)
Representation
(2)
Techniques
(2)
Application Areas
(1)
Core Methods
(1)
Keywords
large language model
(4)
machine translation
(4)
neural machine translation
(3)
transfer learning
(2)
low-resource translation
(2)
word sense disambiguation
(2)
multilingual model
(2)
attention mechanism
(1)
self-supervised learning
(1)
zero-shot learning
(1)
in-context learning
(1)
data augmentation
(1)
knowledge representation
(1)
named entity recognition
(1)
text classification
(1)
contextual representation
(1)
knowledge base
(1)
deep learning
(1)
continued pretraining
(1)
fine-grained classification
(1)
Papers
Towards Automatic Evaluation for Image Transcreation
NAACL 2025
XL-Suite: Cross-Lingual Synthetic Training and Evaluation Data for Open-Ended Generation
EMNLP 2025
Cultural Adaptation of Menus: A Fine-Grained Approach
EMNLP 2024
Exploring Very Low-Resource Translation with LLMs: The University of Edinburgh’s Submission to AmericasNLP 2024 Translation Task
NAACL 2024
mHuBERT-147: A Compact Multilingual HuBERT Model
Interspeech 2024
Quality or Quantity? On Data Scale and Diversity in Adapting Large Language Models for Low-Resource Translation
EMNLP 2024
Code-Switching with Word Senses for Pretraining in Neural Machine Translation
EMNLP 2023
Exploring Enhanced Code-Switched Noising for Pretraining in Neural Machine Translation
EACL 2023
Towards Effective Disambiguation for Machine Translation with Large Language Models
EMNLP 2023
The University of Edinburgh’s Submission to the WMT22 Code-Mixing Shared Task (MixMT)
EMNLP 2022
VeeAlign: Multifaceted Context Representation Using Dual Attention for Ontology Alignment
EMNLP 2021