Fredrik Carlsson
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Natural Language Processing
(5)
Machine Learning
(4)
Generation
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Core Methods
(2)
Interdisciplinary
(1)
Applications
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Linguistics
(1)
Models
(1)
Resources & Methods
(1)
Keywords
language modeling
(2)
large language model
(2)
text generation
(2)
self-supervised learning
(1)
question answering
(1)
named entity recognition
(1)
reading comprehension
(1)
adversarial training
(1)
semantic similarity
(1)
generative model
(1)
language model
(1)
generative adversarial network
(1)
text prompt
(1)
instruction fine-tuning
(1)
multiple choice
(1)
prompt tuning
(1)
greedy decoding
(1)
encoder-decoder architecture
(1)
character recognition
(1)
semantic textual similarity
(1)
Papers
The Hyperfitting Phenomenon: Sharpening and Stabilizing LLMs for Open-Ended Text Generation
ICLR 2025
Branch-GAN: Improving Text Generation with (not so) Large Language Models
ICLR 2024
GPT-SW3: An Autoregressive Language Model for the Scandinavian Languages
COLING 2024
Fine-Grained Controllable Text Generation Using Non-Residual Prompting
ACL 2022
GANDALF: a General Character Name Description Dataset for Long Fiction
EMNLP 2021
Semantic Re-tuning with Contrastive Tension
ICLR 2021