Kelly Marchisio
16 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (39) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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Mega-Team · Squad
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The Questioner
(2)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
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Keyword Collector
(78)
Venues
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Research topics
Natural Language Processing
(15)
Machine Learning
(14)
Resources & Methods
(12)
Learning Types · Machine Learning
(8)
Artificial Intelligence
(6)
Application Areas
(6)
Applications
(6)
Core AI
(6)
Deep Learning
(5)
Learning Types · Deep Learning
(4)
Core Methods
(3)
Interdisciplinary
(2)
Learning Paradigms
(2)
Linguistics
(2)
Mathematics & Optimization
(1)
Keywords
machine translation
(5)
large language model
(4)
language model
(3)
bilingual lexicon induction
(3)
multilingual language model
(3)
benchmark evaluation
(3)
neural machine translation
(2)
dialectal arabic
(2)
word embedding
(2)
cross-lingual mapping
(2)
low-resource language
(2)
model compression
(2)
language modeling
(2)
graph matching
(2)
human evaluation
(2)
cross-lingual transfer
(2)
multilingual nlp
(1)
transfer learning
(1)
direct preference optimization
(1)
mathematical reasoning
(1)
Papers
AMIYA Shared Task: Arabic Modeling In Your Accent at VarDial 2026
EACL 2026
MAPS: A Multilingual Benchmark for Agent Performance and Security
EACL 2026
AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic
ACL 2025
Command-A-Translate: Raising the Bar of Machine Translation with Difficulty Filtering
EMNLP 2025
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation
ACL 2025
How Does Quantization Affect Multilingual LLMs?
EMNLP 2024
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs
EMNLP 2024
Understanding and Mitigating Language Confusion in LLMs
EMNLP 2024
Improving Language Plasticity via Pretraining with Active Forgetting
NeurIPS 2023
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training
ACL 2023
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport
EMNLP 2022
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces
EMNLP 2022
On Systematic Style Differences between Unsupervised and Supervised MT and an Application for High-Resource Machine Translation
NAACL 2022
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces
EMNLP 2021
When Does Unsupervised Machine Translation Work?
EMNLP 2020
Johns Hopkins University Submission for WMT News Translation Task
ACL 2019