Sourav Dutta
13 papers · 2015–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (9) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (35)
π
Conference Polyglot
(6)
π
Academic Marathon
(9)
π
Renaissance Researcher
(5)
π
Century Club
(13)
ποΈ
Keyword Collector
(60)
π
Conference Pioneer
π₯
Unstoppable
(6)
Conferences
EMNLP (6)
ACL (2)
COLING (2)
AAAI (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
knowledge distillation
(2)
low-resource language
(2)
model compression
(2)
unsupervised learning
(2)
sentence embedding
(2)
continual learning
(1)
domain adaptation
(1)
representation learning
(1)
transfer learning
(1)
few-shot learning
(1)
neural network pruning
(1)
sentiment analysis
(1)
point set registration
(1)
weakly supervised learning
(1)
multilingual translation
(1)
multi-task learning
(1)
cross-lingual transfer
(1)
neural machine translation
(1)
bilingual alignment
(1)
zero-shot learning
(1)
Papers
Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification
COLING 2024
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification
EMNLP 2023
Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models
ACL 2023
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis
EMNLP 2022
Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment
COLING 2022
Aligned Weight Regularizers for Pruning Pretrained Neural Networks
ACL 2022
Cross-lingual Sentence Embedding using Multi-Task Learning
EMNLP 2021
EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT
EMNLP 2021
UdS-DFKI@WMT20: Unsupervised MT and Very Low Resource Supervised MT for German-Upper Sorbian
EMNLP 2020
Inherent Weight Normalization in Stochastic Neural Networks
NIPS 2019
Fine-Grained Search Space Classification for Hard Enumeration Variants of Subset Problems
AAAI 2019
KOGNAC: Efficient Encoding of Large Knowledge Graphs
IJCAI 2016
C3EL: A Joint Model for Cross-Document Co-Reference Resolution and Entity Linking
EMNLP 2015