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Analyzing Encoded Concepts in Transformer Language Models.

, , , , , и . CoRR, (2022)

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Nadir Durrani

Nioushah Durrani

Nahal Durrani

Naeemullah Durrani

Nadir Gül

 

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Linguistic Correlation Analysis: Discovering Salient Neurons in deepNLP models., , и . CoRR, (2022)Benchmarking Arabic AI with Large Language Models., , , , , , , , , и 6 other автор(ы). CoRR, (2023)On the effect of dropping layers of pre-trained transformer models., , , и . Comput. Speech Lang., (2023)Neuron-level Interpretation of Deep NLP Models: A Survey., , и . Trans. Assoc. Comput. Linguistics, (2022)Analyzing Redundancy in Pretrained Transformer Models., , , и . EMNLP (1), стр. 4908-4926. Association for Computational Linguistics, (2020)Effect of Post-processing on Contextualized Word Representations., , , и . COLING, стр. 3127-3142. International Committee on Computational Linguistics, (2022)Similarity Analysis of Contextual Word Representation Models., , , , , и . ACL, стр. 4638-4655. Association for Computational Linguistics, (2020)Exploiting Redundancy in Pre-trained Language Models for Efficient Transfer Learning., , , и . CoRR, (2020)Neuron-level Interpretation of Deep NLP Models: A Survey., , и . CoRR, (2021)What do End-to-End Speech Models Learn about Speaker, Language and Channel Information? A Layer-wise and Neuron-level Analysis., , и . CoRR, (2021)