Anna Korhonen

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 186

Top Venues

CoRR

EMNLP

Trans. Assoc. Comput. Linguistics

EMNLP (1)

Publications

Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. LREC/COLING (2024)
Arda Yüksel, Abdullatif Köksal, Lütfi Kerem Senel, Anna Korhonen, Hinrich Schütze
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish. CoRR (2024)
Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. NAACL-HLT (2024)
Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. Trans. Assoc. Comput. Linguistics 12 (2024)
Chen Cecilia Liu, Iryna Gurevych, Anna Korhonen
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art. CoRR (2024)
Songbo Hu, Xiaobin Wang, Zhangdie Yuan, Anna Korhonen, Ivan Vulic
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. CoRR (2024)
Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. CoRR (2024)
Alan Ansell, Ivan Vulic, Hannah Sterz, Anna Korhonen, Edoardo M. Ponti
Scaling Sparse Fine-Tuning to Large Language Models. CoRR (2024)
Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen
Are Large Language Model Temporally Grounded? NAACL-HLT (2024)
Yaoyiran Li, Anna Korhonen, Ivan Vulic
Self-Augmented In-Context Learning for Unsupervised Word Translation. CoRR (2024)
Marinela Parovic, Ivan Vulic, Anna Korhonen
Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer. EACL (2) (2024)
Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. CoRR (2024)
Ulla Petti, Anna Korhonen
LoSST-AD: A Longitudinal Corpus for Tracking Alzheimer's Disease Related Changes in Spontaneous Speech. LREC/COLING (2024)
Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? CoRR (2024)
Beiduo Chen, Xinpeng Wang, Siyao Peng, Robert Litschko, Anna Korhonen, Barbara Plank
"Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? CoRR (2024)
Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen
Spectral Editing of Activations for Large Language Model Alignment. CoRR (2024)
Wout Schellaert, Fernando Martínez-Plumed, Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Seán Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo
Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint). AAAI (2024)
Yaoyiran Li, Xiang Zhai, Moustafa Alzantot, Keyi Yu, Ivan Vulic, Anna Korhonen, Mohamed Hammad
CALRec: Contrastive Alignment of Generative LLMs For Sequential Recommendation. CoRR (2024)
Yinhong Liu, Han Zhou, Zhijiang Guo, Ehsan Shareghi, Ivan Vulic, Anna Korhonen, Nigel Collier
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators. CoRR (2024)
Anjali Kantharuban, Ivan Vulic, Anna Korhonen
Quantifying the Dialect Gap and its Correlates Across Languages. CoRR (2023)
Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen
Detecting and Mitigating Hallucinations in Multilingual Summarisation. EMNLP (2023)
Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen
Transfer-Free Data-Efficient Multilingual Slot Labeling. CoRR (2023)
Alan Ansell, Marinela Parovic, Ivan Vulic, Anna Korhonen, Edoardo M. Ponti
Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity. EMNLP (2023)
Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulic, Anna Korhonen, Alexandra Birch
Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue. ACL (Findings) (2023)
Wout Schellaert, Fernando Martínez-Plumed, Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Seán Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo
Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models. J. Artif. Intell. Res. 77 (2023)
Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng
Can Pretrained Language Models (Yet) Reason Deductively? EACL (2023)
Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. CoRR (2023)
Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych
Delving Deeper into Cross-lingual Visual Question Answering. EACL (Findings) (2023)
Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen
Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. Trans. Assoc. Comput. Linguistics 11 (2023)
Abdullatif Köksal, Omer Faruk Yalcin, Ahmet Akbiyik, M. Tahir Kilavuz, Anna Korhonen, Hinrich Schütze
Language-Agnostic Bias Detection in Language Models. CoRR (2023)
Abdullatif Köksal, Timo Schick, Anna Korhonen, Hinrich Schütze
LongForm: Optimizing Instruction Tuning for Long Text Generation with Corpus Extraction. CoRR (2023)
Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. CoRR (2023)
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. ACL (Findings) (2023)
Chengzu Li, Han Zhou, Goran Glavas, Anna Korhonen, Ivan Vulic
On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning. CoRR (2023)
Yaoyiran Li, Anna Korhonen, Ivan Vulic
On Bilingual Lexicon Induction with Large Language Models. CoRR (2023)
Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen
Transfer-Free Data-Efficient Multilingual Slot Labeling. EMNLP (2023)
Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen
Cross-Lingual Transfer with Target Language-Ready Task Adapters. ACL (Findings) (2023)
Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen
Translation-Enhanced Multilingual Text-to-Image Generation. CoRR (2023)
Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. EMNLP (Findings) (2023)
Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen
Cross-Lingual Transfer with Target Language-Ready Task Adapters. CoRR (2023)
Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen
Detecting and Mitigating Hallucinations in Multilingual Summarisation. CoRR (2023)
Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. EACL (2023)
Ulla Petti, Rune Nyrup, Jeffrey M. Skopek, Anna Korhonen
Ethical considerations in the early detection of Alzheimer's disease using speech and AI. FAccT (2023)
Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. CoRR (2023)
Abdullatif Köksal, Omer Faruk Yalcin, Ahmet Akbiyik, M. Tahir Kilavuz, Anna Korhonen, Hinrich Schütze
Language-Agnostic Bias Detection in Language Models with Bias Probing. EMNLP (Findings) (2023)
Sören Dittmer, Michael Roberts, Julian D. Gilbey, Ander Biguri, Ian Selby, Anna Breger, Matthew Thorpe, Jonathan R. Weir-McCall, Effrossyni Gkrania-Klotsas, Anna Korhonen, Emily Jefferson, Georg Langs, Guang Yang, Helmut Prosch, Jan Stanczuk, Jing Tang, Judith Babar, Lorena Escudero Sanchez, Philip Teare, Mishal Patel, Marcel Wassin, Markus Holzer, Nicholas Walton, Pietro Lió, Tolou Shadbahr, Evis Sala, Jacobus Preller, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb
Navigating the development challenges in creating complex data systems. Nat. Mac. Intell. 5 (7) (2023)
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. CoRR (2023)
Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. CoRR (2023)
Mor Ventura, Eyal Ben-David, Anna Korhonen, Roi Reichart
Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models. CoRR (2023)
Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen
Translation-Enhanced Multilingual Text-to-Image Generation. ACL (1) (2023)
Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen
Are Large Language Models Temporally Grounded? CoRR (2023)
Anjali Kantharuban, Ivan Vulic, Anna Korhonen
Quantifying the Dialect Gap and its Correlates Across Languages. EMNLP (Findings) (2023)
Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. EMNLP (2023)
Yaoyiran Li, Anna Korhonen, Ivan Vulic
On Bilingual Lexicon Induction with Large Language Models. EMNLP (2023)
Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. Trans. Assoc. Comput. Linguistics 11 (2023)
Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. CoRR (2023)
Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. CoRR (2022)
Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen
Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue. ACL (Findings) (2022)
Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
Improving Word Translation via Two-Stage Contrastive Learning. CoRR (2022)
Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. EMNLP (Findings) (2022)
Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulic, Anna Korhonen, Alexandra Birch
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue. CoRR (2022)
Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych
Delving Deeper into Cross-lingual Visual Question Answering. CoRR (2022)
Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. CoRR (2022)
Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. CoRR (2022)
Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
Improving Word Translation via Two-Stage Contrastive Learning. ACL (1) (2022)
Marinela Parovic, Goran Glavas, Ivan Vulic, Anna Korhonen
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer. NAACL-HLT (2022)
Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng
Can Pretrained Language Models (Yet) Reason Deductively? CoRR (2022)
Qianchu Liu, Diana McCarthy, Anna Korhonen
Measuring Context-Word Biases in Lexical Semantic Datasets. EMNLP (2022)
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. ACL (1) (2022)
Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. CoRR (2022)
Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems. J. Artif. Intell. Res. 74 (2022)
Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen
AM2iCo: Evaluating Word Meaning in Context across Low-ResourceLanguages with Adversarial Examples. CoRR (2021)
Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. CoRR (2021)
Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders. CoRR (2021)
Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen
Towards Zero-shot Language Modeling. CoRR (2021)
Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. Trans. Assoc. Comput. Linguistics 9 (2021)
Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. CoRR (2021)
Yixuan Su, Yan Wang, Deng Cai, Simon Baker, Anna Korhonen, Nigel Collier
PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Qianchu Liu, Diana McCarthy, Anna Korhonen
Context vs Target Word: Quantifying Biases in Lexical Semantic Datasets. CoRR (2021)
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schütze
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. ACL/IJCNLP (1) (2021)
Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. ACL/IJCNLP (2) (2021)
Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoRR (2021)
Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoNLL (2021)
Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas
LexFit: Lexical Fine-Tuning of Pretrained Language Models. ACL/IJCNLP (1) (2021)
Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders. EMNLP (1) (2021)
Olga Majewska, Charlotte Collins, Simon Baker, Jari Björne, Susan Windisch Brown, Anna Korhonen, Martha Palmer
BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine. J. Biomed. Semant. 12 (1) (2021)
Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen
Verb Knowledge Injection for Multilingual Event Processing. ACL/IJCNLP (1) (2021)
Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavas, Ivan Vulic, Anna Korhonen
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer. EMNLP (Findings) (2021)
Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulic, Anna Korhonen
Semantic Data Set Construction from Human Clustering and Spatial Arrangement. Comput. Linguistics 47 (1) (2021)
Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen
AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples. EMNLP (1) (2021)
Viktor Hangya, Qianchu Liu, Dario Stojanovski, Alexander Fraser, Anna Korhonen
Improving Machine Translation of Rare and Unseen Word Senses. WMT@EMNLP (2021)
Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. EACL (2021)
Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. CoRR (2021)
Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Anna Korhonen, Ivan Vulic
Crossing the Conversational Chasm: A Primer on Multilingual Task-Oriented Dialogue Systems. CoRR (2021)
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Roi Reichart, Anna Korhonen, Hinrich Schütze
A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines. CoRR (2020)
Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. CoRR (2020)
Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen
Probing Pretrained Language Models for Lexical Semantics. EMNLP (1) (2020)
Ulla Petti, Simon Baker, Anna Korhonen
A systematic literature review of automatic Alzheimer's disease detection from speech and language. J. Am. Medical Informatics Assoc. 27 (11) (2020)
Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen
The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures. EMNLP (1) (2020)
Olga Majewska, Ivan Vulic, Diana McCarthy, Anna Korhonen
Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis. COLING (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Anna Korhonen