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ORCIDAnna Korhonen
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- affiliation: University of Cambridge, Language Technology Laboratory, UK
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2020 – today
- 2024
[j46]Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen:
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. Trans. Assoc. Comput. Linguistics 12: 525-542 (2024)- [c149]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: 22712 - [c148]Yaoyiran Li, Anna Korhonen, Ivan Vulic:
Self-Augmented In-Context Learning for Unsupervised Word Translation. ACL (Short Papers) 2024: 743-753 - [c147]Panagiotis Fytas, Anna Breger, Ian Selby, Simon Baker, Shahab Shahipasand, Anna Korhonen:
Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology. BioNLP@ACL 2024: 212-235 - [c146]Ulla Petti
, Anna Korhonen:
LoSST-AD: A Longitudinal Corpus for Tracking Alzheimer's Disease Related Changes in Spontaneous Speech. LREC/COLING 2024: 10813-10821 - [c145]Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen:
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. LREC/COLING 2024: 13970-13991 - [c144]Marinela Parovic, Ivan Vulic, Anna Korhonen:
Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer. EACL (2) 2024: 124-137 - [c143]Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen:
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. EMNLP 2024: 1241-1252 - [c142]Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic:
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. EMNLP 2024: 1786-1807 - [c141]Raoyuan Zhao, Abdullatif Köksal, Yihong Liu, Leonie Weissweiler, Anna Korhonen, Hinrich Schütze:
SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic Evaluation. EMNLP (Findings) 2024: 7017-7034 - [c140]Arda Yüksel, Abdullatif Köksal, Lütfi Kerem Senel, Anna Korhonen, Hinrich Schütze:
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish. EMNLP (Findings) 2024: 7035-7055 - [c139]Abdullatif Köksal, Timo Schick, Anna Korhonen, Hinrich Schütze:
LongForm: Effective Instruction Tuning with Reverse Instructions. EMNLP (Findings) 2024: 7056-7078 - [c138]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? EMNLP (Findings) 2024: 14396-14419 - [c137]Songbo Hu, Xiaobin Wang, Moy Yuan, Anna Korhonen, Ivan Vulic:
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. NAACL (Demonstrations) 2024: 36-52 - [c136]Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen:
Are Large Language Model Temporally Grounded? NAACL-HLT 2024: 7064-7083 - [c135]Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic:
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. NAACL-HLT 2024: 8195-8211 - [c134]Yaoyiran Li, Xiang Zhai, Moustafa Alzantot, Keyi Yu, Ivan Vulic, Anna Korhonen, Mohamed Hammad:
CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation. RecSys 2024: 422-432 - [i82]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 abs/2401.02208 (2024) - [i81]Alan Ansell, Ivan Vulic, Hannah Sterz, Anna Korhonen, Edoardo M. Ponti:
Scaling Sparse Fine-Tuning to Large Language Models. CoRR abs/2401.16405 (2024) - [i80]Yaoyiran Li, Anna Korhonen, Ivan Vulic:
Self-Augmented In-Context Learning for Unsupervised Word Translation. CoRR abs/2402.10024 (2024) - [i79]Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? CoRR abs/2403.01929 (2024) - [i78]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 abs/2403.16950 (2024) - [i77]Yaoyiran Li, Xiang Zhai, Moustafa Alzantot, Keyi Yu, Ivan Vulic, Anna Korhonen, Mohamed Hammad:
CALRec: Contrastive Alignment of Generative LLMs For Sequential Recommendation. CoRR abs/2405.02429 (2024) - [i76]Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen:
Spectral Editing of Activations for Large Language Model Alignment. CoRR abs/2405.09719 (2024) - [i75]Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic:
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. CoRR abs/2406.02537 (2024) - [i74]Chen Cecilia Liu, Iryna Gurevych, Anna Korhonen:
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art. CoRR abs/2406.03930 (2024) - [i73]Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen:
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. CoRR abs/2406.11370 (2024) - [i72]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 abs/2406.17600 (2024) - [i71]Arda Yüksel, Abdullatif Köksal, Lütfi Kerem Senel, Anna Korhonen, Hinrich Schütze:
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish. CoRR abs/2407.12402 (2024) - [i70]Panagiotis Fytas, Anna Breger, Ian Selby, Simon Baker, Shahab Shahipasand, Anna Korhonen:
Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology. CoRR abs/2408.04121 (2024) - [i69]Raoyuan Zhao, Abdullatif Köksal, Yihong Liu, Leonie Weissweiler, Anna Korhonen, Hinrich Schütze:
SYNTHEVAL: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists. CoRR abs/2408.17437 (2024) - [i68]Abdullatif Köksal, Marion Thaler, Ayyoob Imani, Ahmet Üstün, Anna Korhonen, Hinrich Schütze:
MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions. CoRR abs/2409.12958 (2024) - [i67]Marion Thaler, Abdullatif Köksal, Alina Leidinger, Anna Korhonen, Hinrich Schütze:
How far can bias go? - Tracing bias from pretraining data to alignment. CoRR abs/2411.19240 (2024) - 2023
- [j45]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: 377-394 (2023) - [j44]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 R. 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): 681-686 (2023) - [j43]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: 139-156 (2023) - [j42]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: 1396-1415 (2023) - [c133]Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen:
Cross-Lingual Transfer with Target Language-Ready Task Adapters. ACL (Findings) 2023: 176-193 - [c132]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: 3732-3755 - [c131]Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. ACL (Findings) 2023: 8147-8165 - [c130]Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen:
Translation-Enhanced Multilingual Text-to-Image Generation. ACL (1) 2023: 9174-9193 - [c129]Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng:
Can Pretrained Language Models (Yet) Reason Deductively? EACL 2023: 1439-1454 - [c128]Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen:
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. EACL 2023: 2081-2097 - [c127]Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych:
Delving Deeper into Cross-lingual Visual Question Answering. EACL (Findings) 2023: 2408-2423 - [c126]Alan Ansell, Marinela Parovic, Ivan Vulic, Anna Korhonen, Edoardo M. Ponti:
Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity. EMNLP 2023: 3980-3995 - [c125]Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Transfer-Free Data-Efficient Multilingual Slot Labeling. EMNLP 2023: 6041-6055 - [c124]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: 6825-6851 - [c123]Anjali Kantharuban, Ivan Vulic, Anna Korhonen:
Quantifying the Dialect Gap and its Correlates Across Languages. EMNLP (Findings) 2023: 7226-7245 - [c122]Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen:
Detecting and Mitigating Hallucinations in Multilingual Summarisation. EMNLP 2023: 8914-8932 - [c121]Yaoyiran Li, Anna Korhonen, Ivan Vulic:
On Bilingual Lexicon Induction with Large Language Models. EMNLP 2023: 9577-9599 - [c120]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: 12735-12747 - [c119]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: 13064-13077 - [c118]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: 1062-1075 - [i66]Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen:
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. CoRR abs/2301.12132 (2023) - [i65]Abdullatif Köksal, Timo Schick, Anna Korhonen, Hinrich Schütze:
LongForm: Optimizing Instruction Tuning for Long Text Generation with Corpus Extraction. CoRR abs/2304.08460 (2023) - [i64]Abdullatif Köksal, Omer Faruk Yalcin, Ahmet Akbiyik, M. Tahir Kilavuz, Anna Korhonen, Hinrich Schütze:
Language-Agnostic Bias Detection in Language Models. CoRR abs/2305.13302 (2023) - [i63]Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Transfer-Free Data-Efficient Multilingual Slot Labeling. CoRR abs/2305.13528 (2023) - [i62]Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen:
Detecting and Mitigating Hallucinations in Multilingual Summarisation. CoRR abs/2305.13632 (2023) - [i61]Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen:
Translation-Enhanced Multilingual Text-to-Image Generation. CoRR abs/2305.19216 (2023) - [i60]Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. CoRR abs/2306.01709 (2023) - [i59]Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen:
Cross-Lingual Transfer with Target Language-Ready Task Adapters. CoRR abs/2306.02767 (2023) - [i58]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 abs/2307.14031 (2023) - [i57]Mor Ventura, Eyal Ben-David, Anna Korhonen, Roi Reichart:
Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models. CoRR abs/2310.01929 (2023) - [i56]Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen:
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. CoRR abs/2310.12774 (2023) - [i55]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 abs/2310.12892 (2023) - [i54]Yaoyiran Li, Anna Korhonen, Ivan Vulic:
On Bilingual Lexicon Induction with Large Language Models. CoRR abs/2310.13995 (2023) - [i53]Anjali Kantharuban, Ivan Vulic, Anna Korhonen:
Quantifying the Dialect Gap and its Correlates Across Languages. CoRR abs/2310.15135 (2023) - [i52]Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen:
Are Large Language Models Temporally Grounded? CoRR abs/2311.08398 (2023) - [i51]Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic:
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. CoRR abs/2311.09502 (2023) - [i50]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 abs/2312.13772 (2023) - 2022
- [j41]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: 1351-1402 (2022) - [c117]Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. ACL (1) 2022: 1778-1796 - [c116]Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen:
Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue. ACL (Findings) 2022: 2017-2033 - [c115]Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
Improving Word Translation via Two-Stage Contrastive Learning. ACL (1) 2022: 4353-4374 - [c114]Qianchu Liu, Diana McCarthy, Anna Korhonen:
Measuring Context-Word Biases in Lexical Semantic Datasets. EMNLP 2022: 2699-2713 - [c113]Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen:
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. EMNLP (Findings) 2022: 4100-4116 - [c112]Marinela Parovic, Goran Glavas, Ivan Vulic, Anna Korhonen:
BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer. NAACL-HLT 2022: 1791-1799 - [i49]Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. CoRR abs/2201.13405 (2022) - [i48]Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych:
Delving Deeper into Cross-lingual Visual Question Answering. CoRR abs/2202.07630 (2022) - [i47]Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
Improving Word Translation via Two-Stage Contrastive Learning. CoRR abs/2203.08307 (2022) - [i46]Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen:
Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. CoRR abs/2205.00267 (2022) - [i45]Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng:
Can Pretrained Language Models (Yet) Reason Deductively? CoRR abs/2210.06442 (2022) - [i44]Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen:
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. CoRR abs/2210.16953 (2022) - [i43]Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen:
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. CoRR abs/2211.03648 (2022) - [i42]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 abs/2212.10455 (2022) - 2021
- [j40]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): 12 (2021) - [j39]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): 69-116 (2021) - [j38]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: 410-428 (2021) - [j37]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: 2152-2161 (2021) - [c111]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. ACL/IJCNLP (2) 2021: 565-574 - [c110]Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
LexFit: Lexical Fine-Tuning of Pretrained Language Models. ACL/IJCNLP (1) 2021: 5269-5283 - [c109]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: 5751-5767 - [c108]Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen:
Verb Knowledge Injection for Multilingual Event Processing. ACL/IJCNLP (1) 2021: 6952-6969 - [c107]Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoNLL 2021: 562-574 - [c106]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: 894-908 - [c105]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: 1442-1459 - [c104]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: 4762-4781 - [c103]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: 7151-7162 - [c102]Viktor Hangya, Qianchu Liu, Dario Stojanovski, Alexander Fraser, Anna Korhonen:
Improving Machine Translation of Rare and Unseen Word Senses. WMT@EMNLP 2021: 614-624 - [i41]Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen:
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. CoRR abs/2101.10717 (2021) - [i40]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders. CoRR abs/2104.08027 (2021) - [i39]Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Anna Korhonen, Ivan Vulic:
Crossing the Conversational Chasm: A Primer on Multilingual Task-Oriented Dialogue Systems. CoRR abs/2104.08570 (2021) - [i38]Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen:
AM2iCo: Evaluating Word Meaning in Context across Low-ResourceLanguages with Adversarial Examples. CoRR abs/2104.08639 (2021) - [i37]Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier:
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. CoRR abs/2105.14398 (2021) - [i36]Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen:
Towards Zero-shot Language Modeling. CoRR abs/2108.03334 (2021) - [i35]Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic:
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoRR abs/2109.09237 (2021) - [i34]Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic:
Composable Sparse Fine-Tuning for Cross-Lingual Transfer. CoRR abs/2110.07560 (2021) - [i33]Qianchu Liu, Diana McCarthy, Anna Korhonen:
Context vs Target Word: Quantifying Biases in Lexical Semantic Datasets. CoRR abs/2112.06733 (2021) - 2020
- [j36]Ivan Vulic, Simon Baker, Edoardo Maria Ponti, Ulla Petti, Ira Leviant, Kelly Wing, Olga Majewska, Eden Bar, Matt Malone, Thierry Poibeau, Roi Reichart, Anna Korhonen:
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity. Comput. Linguistics 46(4): 847-897 (2020) - [j35]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): 1784-1797 (2020) - [c101]Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen:
Multidirectional Associative Optimization of Function-Specific Word Representations. ACL 2020: 2872-2882 - [c100]