Felix Stahlberg
27 papers · 2016–2025 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (48) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🔬
Deep Specialist
(16)
🤝
Dynamic Duo
(15)
🧬
Topic Evolution
🧭
Keyword Pioneer
📈
Trend Setter
🗃️
Keyword Collector
(117)
❓
The Questioner
(2)
🔥
Unstoppable · Silver
💎
Century Club · Bronze
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Natural Language Processing
(23)
Applications
(18)
Deep Learning
(17)
Machine Learning
(17)
Artificial Intelligence
(11)
Generation
(10)
Core AI
(9)
Learning Types · Deep Learning
(9)
Architectures
(7)
Core Methods
(6)
Application Areas
(5)
Optimization & Theory · Machine Learning
(5)
Learning Paradigms
(4)
Learning Types · Machine Learning
(4)
Optimization & Theory · Deep Learning
(4)
Keywords
neural machine translation
(15)
grammatical error correction
(9)
beam search
(4)
text generation
(3)
ensemble learning
(3)
sequence-to-sequence model
(3)
language model
(3)
synthetic data generation
(3)
model compression
(3)
transfer learning
(3)
finite-state transducer
(3)
elastic weight consolidation
(2)
neural language model
(2)
checkpoint averaging
(2)
knowledge distillation
(2)
statistical machine translation
(2)
domain adaptation
(2)
text simplification
(2)
convolutional neural network
(2)
minimum bayes risk
(2)
Papers
The Role of Outgoing Connection Heterogeneity in Feedforward Layers of Large Language Models
EMNLP 2025
Synthetic Data Generation for Low-resource Grammatical Error Correction with Tagged Corruption Models
NAACL 2024
Towards an On-device Agent for Text Rewriting
NAACL 2024
Long-Form Speech Translation through Segmentation with Finite-State Decoding Constraints on Large Language Models
EMNLP 2023
Conciseness: An Overlooked Language Task
EMNLP 2022
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES
NAACL 2022
Text Generation with Text-Editing Models
NAACL 2022
Uncertainty Determines the Adequacy of the Mode and the Tractability of Decoding in Sequence-to-Sequence Models
ACL 2022
Data Strategies for Low-Resource Grammatical Error Correction
EACL 2021
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models
EACL 2021
Seq2Edits: Sequence Transduction Using Span-level Edit Operations
EMNLP 2020
Using Context in Neural Machine Translation Training Objectives
ACL 2020
CUED@WMT19:EWC&LMs
ACL 2019
Domain Adaptive Inference for Neural Machine Translation
ACL 2019
Neural and FST-based approaches to grammatical error correction
ACL 2019
Neural Grammatical Error Correction with Finite State Transducers
NAACL 2019
On NMT Search Errors and Model Errors: Cat Got Your Tongue?
EMNLP 2019
The CUED’s Grammatical Error Correction Systems for BEA-2019
ACL 2019
UCAM Biomedical Translation at WMT19: Transfer Learning Multi-domain Ensembles
ACL 2019
An Operation Sequence Model for Explainable Neural Machine Translation
EMNLP 2018
Multi-representation ensembles and delayed SGD updates improve syntax-based NMT
ACL 2018
Simple Fusion: Return of the Language Model
EMNLP 2018
The University of Cambridge’s Machine Translation Systems for WMT18
EMNLP 2018
Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices
EACL 2017
SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies
EMNLP 2017
Unfolding and Shrinking Neural Machine Translation Ensembles
EMNLP 2017
Syntactically Guided Neural Machine Translation
ACL 2016