Siffi Singh
7 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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Natural Language Processing
(5)
Machine Learning
(4)
Applications
(4)
Generation
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Core AI
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Core Methods
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Knowledge & Reasoning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
dialogue summarization
(2)
text generation
(2)
contrastive learning
(1)
text-to-image synthesis
(1)
knowledge distillation
(1)
natural language inference
(1)
cross-lingual transfer
(1)
knowledge graph
(1)
factuality evaluation
(1)
relation extraction
(1)
language model evaluation
(1)
intent classification
(1)
synthetic data generation
(1)
semi-supervised classification
(1)
image generation
(1)
feedback loop
(1)
benchmark dataset
(1)
hallucination detection
(1)
generalized category discovery
(1)
active learning
(1)
Papers
Active Generalized Category Discovery with Diverse LLM Feedback
EACL 2026
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders
ACL 2024
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets
NAACL 2024
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
NAACL 2024
Enhancing Abstractiveness of Summarization Models through Calibrated Distillation
EMNLP 2023
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization
EACL 2023
A Relation Extraction Dataset for Knowledge Extraction from Web Tables
COLING 2022