Sawan Kumar
7 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer
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Research topics
Machine Learning
(4)
Natural Language Processing
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Applications
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Deep Learning
(3)
Artificial Intelligence
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Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
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Understanding
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Healthcare & Medicine
(1)
Application Areas
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Architectures
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Learning Types · Deep Learning
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Optimization & Theory · Deep Learning
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Keywords
text classification
(2)
self-supervised learning
(2)
zero-shot learning
(2)
brain connectivity
(1)
natural language inference
(1)
word sense disambiguation
(1)
question answering
(1)
semantic analysis
(1)
feature attribution
(1)
model interpretability
(1)
non-negative least squares
(1)
probability calibration
(1)
support vector machine
(1)
knowledge graph embedding
(1)
counterfactual reasoning
(1)
counterfactual explanation
(1)
graph convolution
(1)
pre-trained language model
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gpu acceleration
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commonsense reasoning
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Papers
Answer-level Calibration for Free-form Multiple Choice Question Answering
ACL 2022
Interpreting Text Classifiers by Learning Context-sensitive Influence of Words
NAACL 2021
Reordering Examples Helps during Priming-based Few-Shot Learning
ACL 2021
NILE : Natural Language Inference with Faithful Natural Language Explanations
ACL 2020
Improving Answer Selection and Answer Triggering using Hard Negatives
EMNLP 2019
ReAl-LiFE: Accelerating the Discovery of Individualized Brain Connectomes on GPUs
AAAI 2019
Zero-shot Word Sense Disambiguation using Sense Definition Embeddings
ACL 2019