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Edoardo Maria Ponti

Towards Modular LLMs by Building and Reusing a Library of LoRAs

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May 18, 2024
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Zero-Shot Tokenizer Transfer

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May 13, 2024
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Model Merging by Uncertainty-Based Gradient Matching

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Oct 19, 2023
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Distilling Efficient Language-Specific Models for Cross-Lingual Transfer

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Jun 02, 2023
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Modular Deep Learning

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Feb 22, 2023
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Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders

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Apr 30, 2022
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Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation

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Jan 31, 2022
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IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages

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Jan 27, 2022
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Composable Sparse Fine-Tuning for Cross-Lingual Transfer

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Oct 14, 2021
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Visually Grounded Reasoning across Languages and Cultures

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Sep 28, 2021
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