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perplexity analysis
perplexity analysis
8 papers
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Co-occurring keywords
large language model
(13587)
text classification
(6793)
domain adaptation
(4595)
pretraining corpus
(20)
loss evaluation
(1)
model fit
(1)
training datum
(124)
transformer fine-tuning
(46)
confounding factor
(7)
syntactic structure
(181)
Papers
DAMASHA: Detecting AI in Mixed Adversarial Texts via Segmentation with Human-interpretable Attribution
EACL 2026
Confounding Factors in Relating Model Performance to Morphology
EMNLP 2025
SafeSpeech: A Comprehensive and Interactive Tool for Analysing Sexist and Abusive Language in Conversations
NAACL 2025
Low-Perplexity LLM-Generated Sequences and Where To Find Them
ACL 2025
Adaptation Odyssey in LLMs: Why Does Additional Pretraining Sometimes Fail to Improve?
EMNLP 2024
SINAI at SemEval-2024 Task 8: Fine-tuning on Words and Perplexity as Features for Detecting Machine Written Text
SEMEVAL 2024
Paloma: A Benchmark for Evaluating Language Model Fit
NIPS 2024
What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity
NAACL 2021
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