Joel Ruben Antony Moniz
18 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· Gold π₯ Mega-Team Β· Legion
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Topic Evolution
π₯
Mega-Team Β· Legion
ποΈ
Keyword Collector
(94)
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
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Renaissance Researcher
(5)
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Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(13)
Artificial Intelligence
(10)
Machine Learning
(9)
Core AI
(8)
Deep Learning
(7)
Applications
(6)
Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
(6)
Understanding
(5)
Core Methods
(4)
Generation
(4)
Resources & Methods
(4)
Computer Vision
(3)
Interdisciplinary
(3)
Speech & Audio
(2)
Keywords
named entity recognition
(4)
large language model
(3)
semantic parsing
(3)
natural language understanding
(2)
attention mechanism
(2)
weakly supervised learning
(2)
query rewriting
(2)
voice assistant
(2)
in-context learning
(2)
semi-supervised learning
(1)
dataset creation
(1)
object detection
(1)
benchmark evaluation
(1)
model quantization
(1)
embedding space
(1)
sequence labeling
(1)
zero-shot learning
(1)
cross-lingual transfer
(1)
speech processing
(1)
entity linking
(1)
Papers
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
ACL 2025
Evaluating Evaluation Metrics β The Mirage of Hallucination Detection
EMNLP 2025
Can Large Language Models Understand Context?
EACL 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
EMNLP 2024
SynthDST: Synthetic Data is All You Need for Few-Shot Dialog State Tracking
EACL 2024
5IDER: Unified Query Rewriting for Steering, Intent Carryover, Disfluencies, Entity Carryover and Repair
Interspeech 2023
MARRS: Multimodal Reference Resolution System
EMNLP 2023
STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants
EMNLP 2023
On Efficiently Acquiring Annotations for Multilingual Models
ACL 2022
CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues
NAACL 2021
DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants
Interspeech 2021
Noise Robust Named Entity Understanding for Voice Assistants
NAACL 2021
Using Pause Information for More Accurate Entity Recognition
EMNLP 2021
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces
ACL 2019
Learning to Relate from Captions and Bounding Boxes
ACL 2019
Weakly Supervised Attention Networks for Entity Recognition
EMNLP 2019
Unsupervised Depth Estimation, 3D Face Rotation and Replacement
NeurIPS 2018
Nested LSTMs
ACML 2017