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Ivan Vulić

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Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?

Mar 04, 2024
Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen

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Unmemorization in Large Language Models via Self-Distillation and Deliberate Imagination

Feb 15, 2024
Yijiang River Dong, Hongzhou Lin, Mikhail Belkin, Ramon Huerta, Ivan Vulić

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Self-Augmented In-Context Learning for Unsupervised Word Translation

Feb 15, 2024
Yaoyiran Li, Anna Korhonen, Ivan Vulić

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Scaling Sparse Fine-Tuning to Large Language Models

Feb 02, 2024
Alan Ansell, Ivan Vulić, Hannah Sterz, Anna Korhonen, Edoardo M. Ponti

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Pheme: Efficient and Conversational Speech Generation

Jan 05, 2024
Paweł Budzianowski, Taras Sereda, Tomasz Cichy, Ivan Vulić

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DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models

Jan 04, 2024
Songbo Hu, Xiaobin Wang, Zhangdie Yuan, Anna Korhonen, Ivan Vulić

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On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning

Dec 22, 2023
Chengzu Li, Han Zhou, Goran Glavaš, Anna Korhonen, Ivan Vulić

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Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning

Nov 18, 2023
Clifton Poth, Hannah Sterz, Indraneil Paul, Sukannya Purkayastha, Leon Engländer, Timo Imhof, Ivan Vulić, Sebastian Ruder, Iryna Gurevych, Jonas Pfeiffer

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$\textit{Dial BeInfo for Faithfulness}$: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning

Nov 16, 2023
Evgeniia Razumovskaia, Ivan Vulić, Pavle Marković, Tomasz Cichy, Qian Zheng, Tsung-Hsien Wen, Paweł Budzianowski

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