Torsten Scholak
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
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Keyword Pioneer
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Mega-Team
(39)
Conferences
EMNLP (3)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
semantic parsing
(2)
multi-task learning
(1)
question answering
(1)
multimodal learning
(1)
code generation
(1)
document retrieval
(1)
knowledge base
(1)
incremental parsing
(1)
knowledge graph
(1)
formal language
(1)
constrained decoding
(1)
structured knowledge
(1)
text-to-text model
(1)
schema linking
(1)
late interaction
(1)
text-to-text format
(1)
auto-regressive decoder
(1)
text-to-sql translation
(1)
structured knowledge grounding
(1)
relation-aware transformer
(1)
Papers
ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval
EMNLP 2025
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
ICLR 2025
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
EMNLP 2022
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models
EMNLP 2021
DuoRAT: Towards Simpler Text-to-SQL Models
NAACL 2021