Gautam Shroff
16 papers · 2017–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (48) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(13)
π§¬
Topic Evolution
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(81)
Top co-authors
Research topics
Artificial Intelligence
(10)
Machine Learning
(10)
Natural Language Processing
(10)
Core AI
(8)
Learning Types Β· Machine Learning
(8)
Deep Learning
(7)
Applications
(6)
Core Methods
(4)
Generation
(4)
Learning Paradigms
(4)
Learning Types Β· Deep Learning
(4)
Application Areas
(3)
Architectures
(2)
Models
(2)
Optimization & Theory
(2)
Keywords
large language model
(6)
program synthesis
(4)
few-shot learning
(3)
text classification
(2)
intent detection
(2)
question answering
(2)
abstraction and reasoning
(2)
concept-based scoring
(2)
information bottleneck
(1)
weakly supervised learning
(1)
multi-task learning
(1)
in-context learning
(1)
batch normalization
(1)
entity linking
(1)
knowledge transfer
(1)
model calibration
(1)
domain adaptation
(1)
topic modeling
(1)
neural machine translation
(1)
prompt engineering
(1)
Papers
ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC)
AAAI 2025
ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) (Student Abstract)
AAAI 2025
An Interactive Co-Pilot for Accelerated Research Ideation
NAACL 2024
AutoRef: Generating Refinements of Reviews Given Guidelines
ACL 2024
Beyond Retrieval: Topic-based Alignment of Scientific Papers to Research Proposal
ACL 2024
Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting
EMNLP 2023
Calibrating Deep Neural Networks Using Explicit Regularisation and Dynamic Data Pruning
WACV 2023
Program Synthesis for Complex QA on Charts via Probabilistic Grammar Based Filtered Iterative Back-Translation
EACL 2023
Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering
NAACL 2022
Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection
NAACL 2022
Solving Visual Analogies Using Neural Algorithmic Reasoning (Student Abstract)
AAAI 2022
Complex Question Answering on knowledge graphs using machine translation and multi-task learning
EACL 2021
From Monolingual to Multilingual FAQ Assistant using Multilingual Co-training
EMNLP 2019
Regularizing Fully Convolutional Networks for Time Series Classification by Decorrelating Filters
AAAI 2019
Information Bottleneck Inspired Method For Chat Text Segmentation
IJCNLP 2017
Learning and Knowledge Transfer with Memory Networks for Machine Comprehension
EACL 2017