Karthik Sankaranarayanan
17 papers · 2018–2022 · 8 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(12)
Applications
(9)
Artificial Intelligence
(8)
Deep Learning
(8)
Machine Learning
(8)
Generation
(6)
Learning Types Β· Machine Learning
(6)
Core AI
(5)
Learning Types Β· Deep Learning
(5)
Learning Paradigms
(3)
Knowledge & Reasoning
(2)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Representation
(2)
Keywords
unsupervised learning
(4)
structured data
(3)
question answering
(3)
attention mechanism
(3)
natural language generation
(2)
text generation
(2)
reinforcement learning
(2)
neural network
(2)
table question answering
(2)
knowledge graph
(2)
data-to-text generation
(2)
low-resource language
(2)
neural machine translation
(1)
domain adaptation
(1)
transfer learning
(1)
cross-lingual transfer
(1)
program synthesis
(1)
knowledge distillation
(1)
few-shot learning
(1)
reading comprehension
(1)
Papers
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry
NAACL 2022
MUCS 2021: Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages
Interspeech 2021
Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages
EMNLP 2021
Topic Transferable Table Question Answering
EMNLP 2021
Representation Based Meta-Learning for Few-Shot Spoken Intent Recognition
Interspeech 2020
Schema Aware Semantic Reasoning for Interpreting Natural Language Queries in Enterprise Settings
COLING 2020
A Modular Architecture for Unsupervised Sarcasm Generation
EMNLP 2019
Neural Program Induction for KBQA Without Gold Programs or Query Annotations
IJCAI 2019
Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective
ACL 2019
Unified Semantic Parsing with Weak Supervision
ACL 2019
Unsupervised Controllable Text Formalization
AAAI 2019
Unsupervised Neural Text Simplification
ACL 2019
A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization
NAACL 2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension
ACL 2018
Functional Partitioning of Ontologies for Natural Language Query Completion in Question Answering Systems
IJCAI 2018
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization
NAACL 2018
On Controllable Sparse Alternatives to Softmax
NeurIPS 2018