Anna Korhonen
University of Cambridge
H-index: 55
Europe-United Kingdom
Top articles of Anna Korhonen
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Scaling Sparse Fine-Tuning to Large Language Models | arXiv preprint arXiv:2401.16405 | Alan Ansell Ivan Vulić Hannah Sterz Anna Korhonen Edoardo M Ponti | 2024/1/29 |
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators | arXiv preprint arXiv:2403.16950 | Yinhong Liu Han Zhou Zhijiang Guo Ehsan Shareghi Ivan Vulic | 2024/3/25 |
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models | arXiv preprint arXiv:2401.02208 | Songbo Hu Xiaobin Wang Zhangdie Yuan Anna Korhonen Ivan Vulić | 2024/1/4 |
Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint) | Journal of Artificial Intelligence Research | Wout Schellaert Fernando Martínez-Plumed Karina Vold John Burden Pablo AM Casares | 2023/6/12 |
Text mining for contexts and relationships in cancer genomics literature | Bioinformatics | Charlotte Collins Simon Baker Jason Brown Huiyuan Zheng Adelyne Chan | 2024/1/1 |
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? | Evgeniia Razumovskaia Ivan Vulić Anna Korhonen | 2024/3/4 | |
Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer | Marinela Parović Ivan Vulić Anna Korhonen | 2024/3 | |
Self-Augmented In-Context Learning for Unsupervised Word Translation | arXiv preprint arXiv:2402.10024 | Yaoyiran Li Anna Korhonen Ivan Vulić | 2024/2/15 |
Your Prompt is My Command | Wout Schellaert Fernando Martınez-Plumed Karina Vold John Burden Pablo AM Casares | 2023 | |
Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity | Alan Ansell Marinela Parović Ivan Vulić Anna Korhonen Edoardo Ponti | 2023/12/1 | |
On Bilingual Lexicon Induction with Large Language Models | arXiv preprint arXiv:2310.13995 | Yaoyiran Li Anna Korhonen Ivan Vulić | 2023/10/21 |
Ethical considerations in the early detection of Alzheimer's disease using speech and AI | Ulla Petti Rune Nyrup Jeffrey M Skopek Anna Korhonen | 2023/6/12 | |
How Much Speech Data Is Needed for Tracking Language Change in Alzheimer’s Disease? A Comparison of Random Length, 5-Min, and 1-Min Spontaneous Speech Samples | Digital Biomarkers | Ulla Petti Simon Baker Anna Korhonen Jessica Robin | 2023/3/29 |
Autopeft: Automatic configuration search for parameter-efficient fine-tuning | Transactions of the Association for Computational Linguistics (TACL) (to appear) | Han Zhou* Xingchen Wan* Ivan Vulić Anna Korhonen | 2024/1 |
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU | arXiv preprint arXiv:2311.09502 | Evgeniia Razumovskaia Goran Glavaš Anna Korhonen Ivan Vulić | 2023/11/16 |
Survival of the most influential prompts: Efficient black-box prompt search via clustering and pruning | Findings of the Association for Computational Linguistics: EMNLP 2023 | Han Zhou* Xingchen Wan* Ivan Vulić Anna Korhonen | 2023/12 |
Cross-lingual transfer with target language-ready task adapters | arXiv preprint arXiv:2306.02767 | Marinela Parović Alan Ansell Ivan Vulić Anna Korhonen | 2023/6/5 |
The generalizability of longitudinal changes in speech before AD diagnosis | Journal of Alzheimer's Disease | Ulla Petti Simon Baker Anna Korhonen Jessica Robin | 2023/1/1 |
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems | arXiv preprint arXiv:2310.12892 | Songbo Hu Han Zhou Moy Yuan Milan Gritta Guchun Zhang | 2023/10/19 |
Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems | Transactions of the Association for Computational Linguistics | Songbo Hu Han Zhou Mete Hergul Milan Gritta Guchun Zhang | 2023/11/16 |
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