Michael Johnston
14 papers · 2000–2024 · 8 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (8)
π
Academic Marathon
(24)
π
Interdisciplinary Bridge
π₯
Mega-Team
(25)
π
Century Club
(14)
π
Conference Pioneer
Conferences
NAACL (4)
ACL (3)
COLING (2)
CVPR (1)
EACL (1)
EMNLP (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
model compression
(1)
multi-task learning
(1)
in-context learning
(1)
conversational ai
(1)
embodied ai
(1)
intent classification
(1)
natural language understanding
(1)
intent detection
(1)
semantic embedding
(1)
language model
(1)
vision-language model
(1)
task adaptation
(1)
conversational agent
(1)
human evaluation
(1)
inference time
(1)
probe task
(1)
dialog system
(1)
model bia
(1)
utterance embedding
(1)
simulation platform
(1)
Papers
Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning
ICML 2024
Adapting LLM Predictions in In-Context Learning with Data Priors
EMNLP 2024
GIVL: Improving Geographical Inclusivity of Vision-Language Models With Pre-Training Methods
CVPR 2023
Alexa Arena: A User-Centric Interactive Platform for Embodied AI
NIPS 2023
Lightweight Transformers for Conversational AI
NAACL 2022
Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining
NAACL 2022
Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Demonstration Session
NAACL 2009
A Multimodal Interface for Access to Content in the Home
ACL 2007
Edit Machines for Robust Multimodal Language Processing
EACL 2006
MATCHkiosk: A Multimodal Interactive City Guide
ACL 2004
Balancing data-driven and rule-based approaches in the context of a Multimodal Conversational System
NAACL 2004
MATCH: An Architecture for Multimodal Dialogue Systems
ACL 2002
Finite-state Multimodal Parsing and Understanding
COLING 2000
Deixis and Conjunction in Multimodal Systems
COLING 2000