Johannes Welbl
12 papers · 2016–2022 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (28) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🧭
Keyword Pioneer
👥
Mega-Team · Squad
🗃️
Keyword Collector
(57)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Natural Language Processing
(7)
Core AI
(7)
Machine Learning
(6)
Applications
(5)
Deep Learning
(3)
Application Areas
(3)
Knowledge & Reasoning
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Representation
(2)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Keywords
large language model
(3)
natural language inference
(3)
link prediction
(3)
toxicity detection
(2)
adversarial attack
(2)
interval bound propagation
(2)
relational learning
(2)
language model
(2)
complex embedding
(2)
bias detection
(1)
language model evaluation
(1)
model robustness
(1)
sentiment analysis
(1)
reading comprehension
(1)
text generation
(1)
machine reading comprehension
(1)
question answering
(1)
natural language understanding
(1)
responsible ai
(1)
claim verification
(1)
Papers
An empirical analysis of compute-optimal large language model training
NeurIPS 2022
Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models
NeurIPS 2022
Challenges in Detoxifying Language Models
EMNLP 2021
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation
EMNLP 2020
Towards Verified Robustness under Text Deletion Interventions
ICLR 2020
Undersensitivity in Neural Reading Comprehension
EMNLP 2020
Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation
EMNLP 2019
Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)
ACL 2019
Jack the Reader – A Machine Reading Framework
ACL 2018
UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF)
EMNLP 2018
Knowledge Graph Completion via Complex Tensor Factorization
JMLR 2017
Complex Embeddings for Simple Link Prediction
ICML 2016