Ganesh Jawahar
13 papers · 2017–2024 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (33)
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Keyword Pioneer
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Keyword Collector
(55)
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Century Club · Bronze
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Unstoppable · Bronze
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Machine Learning
(9)
Natural Language Processing
(8)
Deep Learning
(7)
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(5)
Optimization & Theory · Machine Learning
(5)
Resources & Methods
(5)
Core Methods
(4)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory · Deep Learning
(3)
Techniques
(3)
Artificial Intelligence
(2)
Interdisciplinary
(2)
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(2)
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(2)
Keywords
neural architecture search
(3)
machine translation
(2)
mixture of expert
(2)
representation learning
(2)
word embedding
(2)
curriculum learning
(1)
hyperparameter optimization
(1)
contrastive learning
(1)
neural machine translation
(1)
social media analysis
(1)
text analysis
(1)
semantic analysis
(1)
factual knowledge
(1)
text classification
(1)
weight sharing
(1)
emotion detection
(1)
efficient computing
(1)
adaptive computation
(1)
knowledge distillation
(1)
transfer learning
(1)
Papers
LLM Performance Predictors are good initializers for Architecture Search
ACL 2024
Mixture-of-Supernets: Improving Weight-Sharing Supernet Training with Architecture-Routed Mixture-of-Experts
ACL 2024
AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation
ACL 2023
Contrastive Learning of Sociopragmatic Meaning in Social Media
ACL 2023
Small Character Models Match Large Word Models for Autocomplete Under Memory Constraints
ACL 2023
Automatic Detection of Entity-Manipulated Text using Factual Knowledge
ACL 2022
Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing
NAACL 2021
Automatic Detection of Machine Generated Text: A Critical Survey
COLING 2020
Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora
ACL 2020
Contextualized Diachronic Word Representations
ACL 2019
What Does BERT Learn about the Structure of Language?
ACL 2019
ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing
CoNLL 2018
Improving Distributed Representations of Tweets - Present and Future
ACL 2017