Andrew Arnold
9 papers · 2008–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (28) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
🧭
Keyword Pioneer
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Natural Language Processing
(7)
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Generation
(3)
Learning Types · Deep Learning
(3)
Resources & Methods
(3)
Application Areas
(2)
Applications
(2)
Knowledge & Reasoning
(1)
Core Methods
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
knowledge distillation
(3)
language model pretraining
(2)
contrastive learning
(2)
continual learning
(2)
question answering
(2)
catastrophic forgetting
(1)
data augmentation
(1)
model quantization
(1)
self-supervised learning
(1)
query embedding
(1)
domain adaptation
(1)
few-shot learning
(1)
intent classification
(1)
text generation
(1)
model pretraining
(1)
zero-shot learning
(1)
efficient inference
(1)
knowledge base
(1)
representation learning
(1)
unsupervised learning
(1)
Papers
Debiasing Neural Retrieval via In-batch Balancing Regularization
NAACL 2022
DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization
ACL 2022
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner
NAACL 2022
Learning Dialogue Representations from Consecutive Utterances
NAACL 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
ACL 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
NAACL 2022
Virtual Augmentation Supported Contrastive Learning of Sentence Representations
ACL 2022
Faithful Embeddings for Knowledge Base Queries
NeurIPS 2020
Exploiting Feature Hierarchy for Transfer Learning in Named Entity Recognition
ACL 2008