Ayush Maheshwari
14 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (24)
π€
Dynamic Duo
(13)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Machine Learning
(10)
Natural Language Processing
(9)
Applications
(9)
Learning Types Β· Machine Learning
(6)
Deep Learning
(4)
Application Areas
(4)
Learning Types Β· Deep Learning
(4)
Resources & Methods
(4)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
text classification
(4)
low-resource language
(4)
weak supervision
(3)
semi-supervised learning
(2)
domain adaptation
(2)
bilevel optimization
(2)
sequence-to-sequence model
(2)
knowledge distillation
(2)
data programming
(2)
neural machine translation
(2)
label aggregation
(2)
multi-label classification
(1)
hierarchical classification
(1)
parallel corpus
(1)
rule-based learning
(1)
unsupervised clustering
(1)
few-shot learning
(1)
in-context learning
(1)
label embedding
(1)
manifold structure
(1)
Papers
ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification
NAACL 2025
LexGen: Domain-aware Multilingual Lexicon Generation
ACL 2025
DictDis: Dictionary Constrained Disambiguation for Improved NMT
EMNLP 2024
Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study
ACL 2024
FAIR: Filtering of Automatically Induced Rules
EACL 2024
Samayik: A Benchmark and Dataset for English-Sanskrit Translation
COLING 2024
Adaptive Mixing of Auxiliary Losses in Supervised Learning
AAAI 2023
A Benchmark and Dataset for Post-OCR text correction in Sanskrit
EMNLP 2022
Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming
ACL 2022
SPEAR : Semi-supervised Data Programming in Python
EMNLP 2022
Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification
EACL 2021
Rule Augmented Unsupervised Constituency Parsing
ACL 2021
Semi-Supervised Data Programming with Subset Selection
ACL 2021
Entity Resolution and Location Disambiguation in the Ancient Hindu Temples Domain using Web Data
NAACL 2018