Debela Gemechu
8 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (22) 🏆 Keyword Champion (2)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Natural Language Processing
(7)
Applications · Natural Language Processing
(6)
Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(3)
Understanding
(3)
Deep Learning
(2)
Knowledge & Reasoning
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Keywords
argument mining
(7)
cross-dataset evaluation
(2)
text classification
(1)
attention mechanism
(1)
relation extraction
(1)
evaluation methodology
(1)
semantic similarity
(1)
natural language reasoning
(1)
benchmark dataset
(1)
modular architecture
(1)
argumentative reasoning
(1)
target concept
(1)
external knowledge
(1)
cross-domain evaluation
(1)
discourse analysis
(1)
graph construction
(1)
transfer learning
(1)
argument graph
(1)
argument structure
(1)
sequence modeling
(1)
Papers
CU-MAM: Coherence-Driven Unified Macro-Structures for Argument Mining
ACL 2025
Looking at the Unseen: Effective Sampling of Non-Related Propositions for Argument Mining
COLING 2025
Natural Language Reasoning in Large Language Models: Analysis and Evaluation
ACL 2025
Practical Solutions to Practical Problems in Developing Argument Mining Systems
ACL 2025
The Open Argument Mining Framework
ACL 2025
ARIES: A General Benchmark for Argument Relation Identification
ACL 2024
External Knowledge-Driven Argument Mining: Leveraging Attention-Enhanced Multi-Network Models
EMNLP 2024
Decompositional Argument Mining: A General Purpose Approach for Argument Graph Construction
ACL 2019