Jonathan Mallinson
13 papers · 2017–2024 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze
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Topic Evolution
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Keyword Pioneer
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Unstoppable · Bronze
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Keyword Collector
(55)
💎
Century Club · Bronze
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Research topics
Natural Language Processing
(10)
Generation
(9)
Deep Learning
(8)
Machine Learning
(8)
Architectures
(6)
Resources & Methods
(5)
Artificial Intelligence
(4)
Applications
(4)
Core Methods
(4)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Core AI
(2)
Learning Paradigms
(2)
Speech & Audio
(1)
Keywords
text generation
(6)
neural machine translation
(4)
grammatical error correction
(3)
text simplification
(3)
text editing
(2)
few-shot learning
(2)
paraphrase generation
(2)
bilingual pivoting
(2)
large language model
(2)
knowledge distillation
(2)
document-level translation
(1)
masked language model
(1)
question answering
(1)
cross-lingual transfer
(1)
style transfer
(1)
model merging
(1)
automatic speech recognition
(1)
sentence compression
(1)
efficient inference
(1)
multilingual nlp
(1)
Papers
Small Language Models Improve Giants by Rewriting Their Outputs
EACL 2024
Teaching Small Language Models to Reason
ACL 2023
EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start
EMNLP 2022
RED-ACE: Robust Error Detection for ASR using Confidence Embeddings
EMNLP 2022
Text Generation with Text-Editing Models
NAACL 2022
A Simple Recipe for Multilingual Grammatical Error Correction
ACL 2021
FELIX: Flexible Text Editing Through Tagging and Insertion
EMNLP 2020
Zero-Shot Crosslingual Sentence Simplification
EMNLP 2020
University of Edinburgh’s submission to the Document-level Generation and Translation Shared Task
EMNLP 2019
Sentence Compression for Arbitrary Languages via Multilingual Pivoting
EMNLP 2018
Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext
EMNLP 2017
Learning to Paraphrase for Question Answering
EMNLP 2017
Paraphrasing Revisited with Neural Machine Translation
EACL 2017