Noah Constant
22 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(19)
Artificial Intelligence
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Deep Learning
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(11)
Machine Learning
(10)
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(9)
Learning Types Β· Deep Learning
(8)
Core AI
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Generation
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transfer learning
(6)
sentence embedding
(4)
large language model
(3)
semantic similarity
(3)
language model
(3)
zero-shot learning
(3)
prompt tuning
(3)
machine translation
(3)
cross-lingual retrieval
(3)
information retrieval
(2)
question answering
(2)
cross-lingual transfer
(2)
text-to-text model
(2)
answer retrieval
(2)
semantic retrieval
(2)
few-shot learning
(2)
soft prompt
(2)
cross-lingual alignment
(2)
semantic textual similarity
(2)
neural machine translation
(1)
Papers
Live Music Models
NeurIPS 2025
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation
ACL 2024
Bidirectional Language Models Are Also Few-shot Learners
ICLR 2023
Character-Aware Models Improve Visual Text Rendering
ACL 2023
UniMax: Fairer and More Effective Language Sampling for Large-Scale Multilingual Pretraining
ICLR 2023
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation
EMNLP 2022
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models
ACL 2022
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer
ACL 2022
mT5: A Massively Multilingual Pre-trained Text-to-Text Transformer
NAACL 2021
MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering Models
EACL 2021
nmT5 - Is parallel data still relevant for pre-training massively multilingual language models?
ACL 2021
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling
ACL 2021
The Power of Scale for Parameter-Efficient Prompt Tuning
EMNLP 2021
Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution
NAACL 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
EMNLP 2021
LAReQA: Language-Agnostic Answer Retrieval from a Multilingual Pool
EMNLP 2020
Multilingual Universal Sentence Encoder for Semantic Retrieval
ACL 2020
Character-Level Language Modeling with Deeper Self-Attention
AAAI 2019
ReQA: An Evaluation for End-to-End Answer Retrieval Models
EMNLP 2019
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings
EMNLP 2018
Learning Semantic Textual Similarity from Conversations
ACL 2018
Universal Sentence Encoder for English
EMNLP 2018