Huda Khayrallah
24 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🔬
Deep Specialist
(19)
🤝
Dynamic Duo
(11)
🧬
Topic Evolution
🧭
Keyword Pioneer
🗃️
Keyword Collector
(100)
❓
The Questioner
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Natural Language Processing
(20)
Applications
(19)
Machine Learning
(17)
Application Areas
(10)
Deep Learning
(6)
Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(5)
Optimization & Theory
(5)
Resources & Methods
(4)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(3)
Generation
(3)
Interdisciplinary
(1)
Linguistics
(1)
Keywords
neural machine translation
(10)
machine translation
(6)
domain adaptation
(4)
continued training
(4)
beam search
(3)
translation quality
(2)
simulated multiple reference training
(2)
multilingual language model
(2)
neural network
(2)
machine translation training
(2)
evaluation metric
(2)
large language model
(2)
preference optimization
(1)
text generation
(1)
model robustness
(1)
response generation
(1)
ensemble learning
(1)
representation learning
(1)
prompt engineering
(1)
statistical machine translation
(1)
Papers
Adapters for Altering LLM Vocabularies: What Languages Benefit the Most?
ICLR 2025
X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale
ICLR 2025
Improving Statistical Significance in Human Evaluation of Automatic Metrics via Soft Pairwise Accuracy
EMNLP 2024
On-the-Fly Fusion of Large Language Models and Machine Translation
NAACL 2024
Findings of the WMT 2023 Shared Task on Parallel Data Curation
EMNLP 2023
Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness
IJCNLP 2023
SOTASTREAM: A Streaming Approach to Machine Translation Training
EMNLP 2023
Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation
EMNLP 2022
Measuring the ‘I don’t know’ Problem through the Lens of Gricean Quantity
NAACL 2021
On the Evaluation of Machine Translation n-best Lists
EMNLP 2020
Simulated multiple reference training improves low-resource machine translation
EMNLP 2020
SMRT Chatbots: Improving Non-Task-Oriented Dialog with Simulated Multiple Reference Training
EMNLP 2020
The JHU Submission to the 2020 Duolingo Shared Task on Simultaneous Translation and Paraphrase for Language Education
ACL 2020
Deep Generalized Canonical Correlation Analysis
ACL 2019
HABLex: Human Annotated Bilingual Lexicons for Experiments in Machine Translation
EMNLP 2019
Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting
NAACL 2019
Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine Translation
NAACL 2019
Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering
EMNLP 2018
Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation
EMNLP 2018
On the Impact of Various Types of Noise on Neural Machine Translation
ACL 2018
Regularized Training Objective for Continued Training for Domain Adaptation in Neural Machine Translation
ACL 2018
The JHU Parallel Corpus Filtering Systems for WMT 2018
EMNLP 2018
Neural Lattice Search for Domain Adaptation in Machine Translation
IJCNLP 2017
Paradigm Completion for Derivational Morphology
EMNLP 2017