Chinnadhurai Sankar
12 papers · 2019–2026 · 5 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Conference Pioneer
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The Questioner
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Century Club Β· Bronze
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dialogue system
(4)
locality sensitive hashing
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dialogue state tracking
(2)
transfer learning
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text classification
(2)
dialog system
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on-device deployment
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multi-task learning
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continual learning
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transformer architecture
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visual question answering
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in-context learning
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question answering
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response generation
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sequence modeling
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task-oriented dialogue
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visual reasoning
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self-attention mechanism
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empirical study
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multimodal learning
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Papers
MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale Deployment
ACL 2026
Continual Dialogue State Tracking via Example-Guided Question Answering
EMNLP 2023
Database Search Results Disambiguation for Task-Oriented Dialog Systems
NAACL 2022
KETOD: Knowledge-Enriched Task-Oriented Dialogue
NAACL 2022
Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics
EMNLP 2022
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
ACL 2021
On-Device Text Representations Robust To Misspellings via Projections
EACL 2021
ProFormer: Towards On-Device LSH Projection Based Transformers
EACL 2021
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
ACL 2019
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset
EMNLP 2019
Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies
AAAI 2019
Transferable Neural Projection Representations
NAACL 2019