Eric Malmi
12 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🏆
Keyword Champion
🔬
Deep Specialist
(10)
🗃️
Keyword Collector
(50)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Natural Language Processing
(11)
Generation
(10)
Machine Learning
(8)
Deep Learning
(7)
Artificial Intelligence
(5)
Architectures
(5)
Learning Types · Machine Learning
(5)
Core AI
(3)
Learning Types · Deep Learning
(3)
Resources & Methods
(3)
Application Areas
(2)
Applications
(2)
Core Methods
(2)
Learning Paradigms
(2)
Mathematics & Optimization
(1)
Keywords
text generation
(5)
text editing
(4)
grammatical error correction
(3)
text simplification
(3)
masked language model
(2)
discourse analysis
(2)
sentence fusion
(2)
few-shot learning
(2)
large language model
(2)
knowledge distillation
(2)
style transfer
(1)
in-context learning
(1)
transfer learning
(1)
multi-task learning
(1)
multilingual nlp
(1)
machine translation
(1)
autoregressive transformer
(1)
efficient inference
(1)
text style transfer
(1)
sequence tagging
(1)
Papers
Mastering Board Games by External and Internal Planning with Language Models
ICML 2025
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
Text Generation with Text-Editing Models
NAACL 2022
A Simple Recipe for Multilingual Grammatical Error Correction
ACL 2021
Controlled Text Generation as Continuous Optimization with Multiple Constraints
NeurIPS 2021
FELIX: Flexible Text Editing Through Tagging and Insertion
EMNLP 2020
Semantically Driven Sentence Fusion: Modeling and Evaluation
EMNLP 2020
Unsupervised Text Style Transfer with Padded Masked Language Models
EMNLP 2020
DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion
NAACL 2019
Encode, Tag, Realize: High-Precision Text Editing
EMNLP 2019