Subhro Roy
15 papers · 2015–2023 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (34)
π§
Keyword Pioneer
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Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(54)
Top co-authors
Research topics
Artificial Intelligence
(9)
Natural Language Processing
(8)
Machine Learning
(6)
Applications
(5)
Understanding
(5)
Core AI
(4)
Generation
(4)
Learning Paradigms
(4)
Learning Types
(4)
Deep Learning
(3)
Models
(3)
Bayesian & Probabilistic
(2)
Resources & Methods
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Keywords
semantic parsing
(6)
large language model
(2)
conversational semantic parsing
(2)
natural language understanding
(2)
zero-shot learning
(2)
few-shot learning
(2)
language model
(2)
conversational ai
(1)
code generation
(1)
data augmentation
(1)
prompt-based learning
(1)
privacy preservation
(1)
task-oriented dialogue
(1)
instruction following
(1)
reward function
(1)
self-supervised learning
(1)
inverse reinforcement learning
(1)
task generalization
(1)
syntactic parsing
(1)
low-resource learning
(1)
Papers
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing
NeurIPS 2023
InstructExcel: A Benchmark for Natural Language Instruction in Excel
EMNLP 2023
ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models
EMNLP 2023
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation
ACL 2022
Guided K-best Selection for Semantic Parsing Annotation
ACL 2022
Constrained Language Models Yield Few-Shot Semantic Parsers
EMNLP 2021
Value-Agnostic Conversational Semantic Parsing
ACL 2021
Inferring Task Goals and Constraints using Bayesian Nonparametric Inverse Reinforcement Learning
CoRL 2019
Leveraging Past References for Robust Language Grounding
CoNLL 2019
Task-Conditioned Variational Autoencoders for Learning Movement Primitives
CoRL 2019
Grounding Robot Plans from Natural Language Instructions with Incomplete World Knowledge
CoRL 2018
Equation Parsing : Mapping Sentences to Grounded Equations
EMNLP 2016
Illinois Math Solver: Math Reasoning on the Web
NAACL 2016
MAWPS: A Math Word Problem Repository
NAACL 2016
Solving General Arithmetic Word Problems
EMNLP 2015