← Authors

Huda Khayrallah

26 papers · 2017–2025 · 6 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (8) πŸ—ΊοΈ Taxonomy Completionist (37) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) 🌍 Conference Polyglot (6) 🀝 Dynamic Duo (12) πŸ”¬ Deep Specialist (18) 🧬 Topic Evolution ⚑ Prolific Year (5) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (96) πŸ”₯ Unstoppable (9) πŸ’Ž Century Club (26)

Conferences

EMNLP (12) ACL (4) NAACL (4) IJCNLP (3) ICLR (2) AACL (1)

Top co-authors

Philipp Koehn (12) Brian Thompson (8) Matt Post (6) Kevin Duh (6) Marcin Junczys-Dowmunt (5) Roman Grundkiewicz (4) Hieu Hoang (4) Rohit Jain (3) Haoran Xu (2) Jeremy Gwinnup (2)

Keywords

neural machine translation (11) continued training (5) machine translation (4) domain adaptation (4) beam search (3) translation quality (2) simulated multiple reference training (2) lexicon integration (2) neural network (2) machine translation training (2) evaluation metric (2) bilingual lexicon (2) parallel corpus (1) text generation (1) model robustness (1) response generation (1) ensemble learning (1) representation learning (1) prompt engineering (1) locality sensitive hashing (1)

Papers

X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale ICLR 2025
Adapters for Altering LLM Vocabularies: What Languages Benefit the Most? 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
Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness AACL 2023
SOTASTREAM: A Streaming Approach to Machine Translation Training EMNLP 2023
Findings of the WMT 2023 Shared Task on Parallel Data Curation EMNLP 2023
Perplexity-Driven Case Encoding Needs Augmentation for CAPITALIZATION Robustness IJCNLP 2023
Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation EMNLP 2022
Measuring the β€˜I don’t know’ Problem through the Lens of Gricean Quantity NAACL 2021
Simulated multiple reference training improves low-resource machine translation EMNLP 2020
The JHU Submission to the 2020 Duolingo Shared Task on Simultaneous Translation and Paraphrase for Language Education ACL 2020
SMRT Chatbots: Improving Non-Task-Oriented Dialog with Simulated Multiple Reference Training EMNLP 2020
On the Evaluation of Machine Translation n-best Lists EMNLP 2020
HABLex: Human Annotated Bilingual Lexicons for Experiments in Machine Translation EMNLP 2019
HABLex: Human Annotated Bilingual Lexicons for Experiments in Machine Translation IJCNLP 2019
Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine Translation NAACL 2019
Deep Generalized Canonical Correlation Analysis ACL 2019
Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting NAACL 2019
Findings of the WMT 2018 Shared Task on Parallel Corpus Filtering 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
Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation EMNLP 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