Ricardo Usbeck
13 papers · 2020–2024 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (38) 🧭 Keyword Pioneer
🌈
Renaissance Researcher
(6)
🗃️
Keyword Collector
(66)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(9)
Natural Language Processing
(9)
Artificial Intelligence
(8)
Core AI
(7)
Applications
(5)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Knowledge & Reasoning
(4)
Representation
(4)
Application Areas
(3)
Core Methods
(3)
Generation
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Understanding
(2)
Keywords
knowledge graph
(4)
large language model
(2)
open-domain dialogue
(2)
knowledge graph question answering
(2)
dialogue evaluation
(2)
self-supervised learning
(1)
knowledge extraction
(1)
link prediction
(1)
semantic parsing
(1)
dialogue generation
(1)
data annotation
(1)
text classification
(1)
reading comprehension
(1)
task-oriented dialogue
(1)
microblog classification
(1)
question answering
(1)
supervised contrastive learning
(1)
deep learning
(1)
message passing
(1)
natural language understanding
(1)
Papers
Low Resource Question Answering: An Amharic Benchmarking Dataset
COLING 2024
Narration as Functions: from Events to Narratives
EMNLP 2024
Revisiting Supervised Contrastive Learning for Microblog Classification
EMNLP 2024
Structuring Sustainability Reports for Environmental Standards with LLMs guided by Ontology
ACL 2024
Surveying the FAIRness of Annotation Tools: Difficult to find, difficult to reuse
EACL 2024
TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering
ACL 2024
The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing
ACL 2023
DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation
NAACL 2022
RoMe: A Robust Metric for Evaluating Natural Language Generation
ACL 2022
The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs
AACL 2022
Proxy Indicators for the Quality of Open-domain Dialogues
EMNLP 2021
Language Model Transformers as Evaluators for Open-domain Dialogues
COLING 2020
Message Passing for Hyper-Relational Knowledge Graphs
EMNLP 2020