Marcus Collins
6 papers · 2021–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Natural Language Processing
(5)
Generation
(4)
Artificial Intelligence
(3)
Applications · Natural Language Processing
(3)
Core AI
(3)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Machine Learning
(1)
Applications · Data Science & Analytics
(1)
Learning Types
(1)
Resources & Methods
(1)
Social
(1)
Keywords
unsupervised learning
(2)
conversational ai
(2)
conversational search
(2)
dialogue system
(2)
information retrieval
(1)
multimodal learning
(1)
intent classification
(1)
rule-based verification
(1)
knowledge graph
(1)
reward model
(1)
mixture of expert
(1)
evaluation metric
(1)
retrieval-augmented generation
(1)
conversational agent
(1)
query understanding
(1)
search refinement
(1)
conversational assistant
(1)
dependency tree
(1)
data-to-text generation
(1)
multimodal dialogue
(1)
Papers
Collecting High-quality Multi-modal Conversational Search Data for E-Commerce
ACL 2024
Combining Multiple Metrics for Evaluating Retrieval-Augmented Conversations
NAACL 2024
Faithful Low-Resource Data-to-Text Generation through Cycle Training
ACL 2023
Fact Checking Machine Generated Text with Dependency Trees
EMNLP 2022
Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings
COLING 2022
VoiSeR: A New Benchmark for Voice-Based Search Refinement
EACL 2021