Kevin Patel
6 papers · 2016–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
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The Questioner
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Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Applications
(2)
Core Methods
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Application Areas
(1)
Cognitive Science
(1)
Core AI
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Generation
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Learning Paradigms
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Learning Types · Deep Learning
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Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
transformer architecture
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representation learning
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feature learning
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few-shot learning
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domain adaptation
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text classification
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data augmentation
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multimodal learning
(1)
semantic representation
(1)
paraphrase generation
(1)
eye tracking
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perturbation analysis
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pairwise distance
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lower bound
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layer freezing
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evaluation metric
(1)
pre-trained language model
(1)
word embedding
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abstractive summarization
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prediction model
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Papers
Tweak to Trust: Assessing the Reliability of Summarization Metrics in Contact Centers via Perturbed Summaries
NAACL 2024
Investigating the Characteristics of a Transformer in a Few-Shot Setup: Does Freezing Layers in RoBERTa Help?
EMNLP 2022
Eyes are the Windows to the Soul: Predicting the Rating of Text Quality Using Gaze Behaviour
ACL 2018
Treat us like the sequences we are: Prepositional Paraphrasing of Noun Compounds using LSTM
COLING 2018
Towards Lower Bounds on Number of Dimensions for Word Embeddings
IJCNLP 2017
Are Word Embedding-based Features Useful for Sarcasm Detection?
EMNLP 2016