Michael Johnston

14 papers · 2000–2024 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Ultra 🗺️ Taxonomy Completionist (16) 👥 Mega-Team · Squad

🚀 Conference Pioneer 💎 Century Club · Bronze

Venues

NAACL (4) ACL (3) COLING (2) CVPR (1) EACL (1) EMNLP (1) ICML (1) NeurIPS (1)

Top co-authors

Srinivas Bangalore (5) Reza Ghanadan (3) Qiaozi Gao (2) Minhua Chen (2) Suhaila Shakiah (2) Daniel Pressel (2) Hangjie Shi (2) Xiaofeng Gao (2) Govind Thattai (2) Gaurav Sukhatme (1)

Research topics

Machine Learning (5) Artificial Intelligence (3) Natural Language Processing (3) Core AI (3) Learning Types (3) Application Areas (2) Core Methods (2) Robotics (1) Applications (1) Capabilities (1) Generation (1) Resources & Methods (1) Understanding (1)

Keywords

in-context learning (2) multi-task learning (1) conversational ai (1) prompt-based learning (1) embodied ai (1) intent classification (1) natural language understanding (1) intent detection (1) pretraining (1) inverse dynamics (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) multi-task fine-tuning (1)

Papers

Adapting LLM Predictions in In-Context Learning with Data Priors EMNLP 2024 Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning ICML 2024 Alexa Arena: A User-Centric Interactive Platform for Embodied AI NeurIPS 2023 GIVL: Improving Geographical Inclusivity of Vision-Language Models With Pre-Training Methods CVPR 2023 Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining NAACL 2022 Lightweight Transformers for Conversational AI 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 Balancing data-driven and rule-based approaches in the context of a Multimodal Conversational System NAACL 2004 MATCHkiosk: A Multimodal Interactive City Guide ACL 2004 MATCH: An Architecture for Multimodal Dialogue Systems ACL 2002 Deixis and Conjunction in Multimodal Systems COLING 2000 Finite-state Multimodal Parsing and Understanding COLING 2000