Jeff Dalton
10 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π Academic Marathon Β· Half
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(52)
Top co-authors
Research topics
Natural Language Processing
(7)
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(6)
Generation
(6)
Machine Learning
(5)
Learning Types Β· Deep Learning
(4)
Computer Vision
(2)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Computer Science
(1)
Applications
(1)
Keywords
dialogue system
(3)
medical imaging
(2)
chest x-ray
(2)
large language model
(2)
text generation
(1)
information retrieval
(1)
data augmentation
(1)
program synthesis
(1)
conversational ai
(1)
medical report generation
(1)
dialogue state tracking
(1)
document ranking
(1)
sequence learning
(1)
inverted index
(1)
tool use
(1)
image captioning
(1)
entity embedding
(1)
controllable generation
(1)
multi-turn dialogue
(1)
knowledge graph
(1)
Papers
TAPS: Tool-Augmented Personalisation via Structured Tagging
EMNLP 2025
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities
EMNLP 2024
Controllable Chest X-Ray Report Generation from Longitudinal Representations
EMNLP 2023
ToolWriter: Question Specific Tool Synthesis for Tabular Data
EMNLP 2023
Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models
EMNLP 2022
Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations
AACL 2022
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions
EMNLP 2021
Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentation
EMNLP 2021
Proceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AI
EMNLP 2018
Relation Extraction from Community Generated Question-Answer Pairs
NAACL 2015