Michal Spiegel
6 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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The Questioner
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Research topics
Natural Language Processing
(5)
Artificial Intelligence
(4)
Applications
(4)
Machine Learning
(3)
Core AI
(3)
Resources & Methods
(3)
Core Methods
(2)
Deep Learning
(1)
Application Areas
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
text classification
(2)
number representation
(2)
question answering
(1)
machine-generated text detection
(1)
language identification
(1)
multilingual text
(1)
generalization capability
(1)
parameter-efficient fine-tuning
(1)
spurious correlation
(1)
model scaling
(1)
out-of-distribution evaluation
(1)
pre-trained language model
(1)
textual entailment
(1)
ordinal information
(1)
probing technique
(1)
arithmetic reasoning
(1)
embedding analysis
(1)
input embedding
(1)
arithmetic error
(1)
numeric embedding
(1)
Papers
Language Models Learn Universal Representations of Numbers and Here’s Why You Should Care
ACL 2026
Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering
EMNLP 2025
Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers
EMNLP 2025
Towards the Roots of the Negation Problem: A Multilingual NLI Dataset and Model Scaling Analysis
EMNLP 2025
IMGTB: A Framework for Machine-Generated Text Detection Benchmarking
ACL 2024
KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text Detection
SemEval 2024