Nitish Shirish Keskar
12 papers · 2018–2022 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (29) π§ Keyword Pioneer
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(56)
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Century Club Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(9)
Natural Language Processing
(8)
Machine Learning
(7)
Application Areas
(4)
Generation
(4)
Learning Types Β· Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Applications
(2)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Resources & Methods
(2)
Techniques
(2)
Security & Privacy
(1)
Keywords
language model
(3)
question answering
(2)
pre-trained language model
(2)
transfer learning
(2)
paraphrase generation
(1)
neural network optimization
(1)
data augmentation
(1)
text summarization
(1)
knowledge distillation
(1)
bert model
(1)
passage retrieval
(1)
deep learning
(1)
sequence prediction
(1)
pac-bayes theory
(1)
hessian matrix
(1)
text generation
(1)
generative model
(1)
generalization bound
(1)
domain adaptation
(1)
stochastic gradient
(1)
Papers
Modeling Multi-hop Question Answering as Single Sequence Prediction
ACL 2022
Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality
EMNLP 2021
GeDi: Generative Discriminator Guided Sequence Generation
EMNLP 2021
MIROSTAT: A NEURAL TEXT DECODING ALGORITHM THAT DIRECTLY CONTROLS PERPLEXITY
ICLR 2021
Unsupervised Paraphrasing with Pretrained Language Models
EMNLP 2021
Assessing Local Generalization Capability in Deep Models
AISTATS 2020
Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging
EMNLP 2020
The Thieves on Sesame Street are Polyglots - Extracting Multilingual Models from Monolingual APIs
EMNLP 2020
A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation
ICLR 2019
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering
ICLR 2019
Neural Text Summarization: A Critical Evaluation
EMNLP 2019
Regularizing and Optimizing LSTM Language Models
ICLR 2018