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Anna 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) - [c137]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 - [c136]Ulla Petti
, Anna Korhonen:
LoSST-AD: A Longitudinal Corpus for Tracking Alzheimer's Disease Related Changes in Spontaneous Speech. LREC/COLING 2024: 10813-10821 - [c135]Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen:
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. LREC/COLING 2024: 13970-13991 - [c134]Marinela Parovic, Ivan Vulic, Anna Korhonen:
Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer. EACL (2) 2024: 124-137 - [i78]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) - [i77]Alan Ansell, Ivan Vulic, Hannah Sterz, Anna Korhonen, Edoardo M. Ponti:
Scaling Sparse Fine-Tuning to Large Language Models. CoRR abs/2401.16405 (2024) - [i76]Yaoyiran Li
, Anna Korhonen, Ivan Vulic:
Self-Augmented In-Context Learning for Unsupervised Word Translation. CoRR abs/2402.10024 (2024) - [i75]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) - [i74]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) - [i73]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) - [i72]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) - [i71]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) - [i70]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) - [i69]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) - [i68]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) - [i67]Arda Yüksel, Abdullatif Köksal, Lütfi Kerem Senel, Anna Korhonen, Hinrich Schütze:
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish. CoRR abs/2407.12402 (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]Ryohei Sasano, Anna Korhonen:
Investigating Word-Class Distributions in Word Vector Spaces. ACL 2020: 3657-3666 - [c99]Mladen Karan, Ivan Vulic, Anna Korhonen, Goran Glavas:
Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction. ACL 2020: 6915-6922 - [c98]Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity. COLING 2020: 1371-1383 - [c97]Yaoyiran Li
, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Emergent Communication Pretraining for Few-Shot Machine Translation. COLING 2020: 4716-4731 - [c96]Olga Majewska, Ivan Vulic, Diana McCarthy, Anna Korhonen:
Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis. COLING 2020: 4810-4824 - [c95]Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen:
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. EMNLP (1) 2020: 2362-2376 - [c94]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: 2377-2390 - [c93]Qianchu Liu, Diana McCarthy, Anna Korhonen:
Towards Better Context-aware Lexical Semantics: Adjusting Contextualized Representations through Static Anchors. EMNLP (1) 2020: 4066-4075 - [c92]Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen:
Probing Pretrained Language Models for Lexical Semantics. EMNLP (1) 2020: 7222-7240 - [c91]Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulic, Anna Korhonen:
Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction. LREC 2020: 5749-5758 - [c90]Ivan Vulic, Anna Korhonen, Goran Glavas:
Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces. RepL4NLP@ACL 2020: 45-54 - [c89]Goran Glavas, Ivan Vulic, Anna Korhonen, Simone Paolo Ponzetto:
SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment. SemEval@COLING 2020: 24-35 - [i32]Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen:
Lost in Embedding Space: Explaining Cross-Lingual Task Performance with Eigenvalue Divergence. CoRR abs/2001.11136 (2020) - [i31]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 abs/2001.11453 (2020) - [i30]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 Cross-Lingual Lexical Semantic Similarity. CoRR abs/2003.04866 (2020) - [i29]Yixuan Su, Deng Cai, Yan Wang, Simon Baker, Anna Korhonen, Nigel Collier, Xiaojiang Liu:
Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy. CoRR abs/2004.02202 (2020) - [i28]Yixuan Su, Yan Wang, Simon Baker, Deng Cai, Xiaojiang Liu, Anna Korhonen, Nigel Collier:
Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory. CoRR abs/2004.02214 (2020) - [i27]Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen:
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. CoRR abs/2005.00333 (2020) - [i26]Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen:
Multidirectional Associative Optimization of Function-Specific Word Representations. CoRR abs/2005.05264 (2020) - [i25]Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen:
Probing Pretrained Language Models for Lexical Semantics. CoRR abs/2010.05731 (2020) - [i24]Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Emergent Communication Pretraining for Few-Shot Machine Translation. CoRR abs/2011.00890 (2020) - [i23]Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen:
Verb Knowledge Injection for Multilingual Event Processing. CoRR abs/2012.15421 (2020) - [i22]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 abs/2012.15682 (2020)
2010 – 2019
- 2019
- [j34]Sampo Pyysalo, Simon Baker
, Imran Ali, Stefan Haselwimmer, Tejas Shah, Andrew Young
, Yufan Guo, Johan Högberg, Ulla Stenius, Masashi Narita
, Anna Korhonen:
LION LBD: a literature-based discovery system for cancer biology. Bioinform. 35(9): 1553-1561 (2019) - [j33]Billy Chiu
, Olga Majewska, Sampo Pyysalo, Laura Wey
, Ulla Stenius, Anna Korhonen, Martha Palmer
:
A neural classification method for supporting the creation of BioVerbNet. J. Biomed. Semant. 10(1): 2:1-2:12 (2019) - [j32]Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak
, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen:
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. Comput. Linguistics 45(3): 559-601 (2019) - [c88]Billy Chiu, Simon Baker, Martha Palmer, Anna Korhonen:
Enhancing biomedical word embeddings by retrofitting to verb clusters. BioNLP@ACL 2019: 125-134 - [c87]Qianchu Liu, Diana McCarthy, Ivan Vulic, Anna Korhonen:
Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation. CoNLL 2019: 33-43 - [c86]Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen:
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. CoNLL 2019: 216-226 - [c85]Bo-Hsiang Tseng, Marek Rei, Pawel Budzianowski, Richard E. Turner, Bill Byrne
, Anna Korhonen:
Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling. EMNLP/IJCNLP (1) 2019: 1273-1278 - [c84]Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen:
Cross-lingual Semantic Specialization via Lexical Relation Induction. EMNLP/IJCNLP (1) 2019: 2206-2217 - [c83]Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen:
Towards Zero-shot Language Modeling. EMNLP/IJCNLP (1) 2019: 2900-2910 - [c82]Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen:
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP/IJCNLP (1) 2019: 4406-4417 - [c81]Yi Zhu, Ivan Vulic, Anna Korhonen:
A Systematic Study of Leveraging Subword Information for Learning Word Representations. NAACL-HLT (1) 2019: 912-932 - [c80]Ehsan Shareghi, Yingzhen Li, Yi Zhu, Roi Reichart, Anna Korhonen:
Bayesian Learning for Neural Dependency Parsing. NAACL-HLT (1) 2019: 3509-3519 - [c79]Ehsan Shareghi, Daniela Gerz, Ivan Vulic, Anna Korhonen:
Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines. NAACL-HLT (1) 2019: 4113-4118 - [c78]Qianchu Liu, Diana McCarthy, Anna Korhonen:
Second-order contexts from lexical substitutes for few-shot learning of word representations. *SEM@NAACL-HLT 2019: 61-67 - [e4]Anna Korhonen, David R. Traum, Lluís Màrquez:
Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers. Association for Computational Linguistics 2019, ISBN 978-1-950737-48-2 [contents] - [i21]Yi Zhu, Ivan Vulic, Anna Korhonen:
A Systematic Study of Leveraging Subword Information for Learning Word Representations. CoRR abs/1904.07994 (2019) - [i20]Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen:
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? CoRR abs/1909.01638 (2019) - [i19]Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas:
Informing Unsupervised Pretraining with External Linguistic Knowledge. CoRR abs/1909.02339 (2019) - [i18]Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen:
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. CoRR abs/1909.12375 (2019) - [i17]Bo-Hsiang Tseng, Marek Rei, Pawel Budzianowski, Richard E. Turner, Bill Byrne, Anna Korhonen:
Semi-supervised Bootstrapping of Dialogue State Trackers for Task Oriented Modelling. CoRR abs/1911.11672 (2019) - 2018
- [j31]Billy Chiu
, Sampo Pyysalo, Ivan Vulic, Anna Korhonen:
Bio-SimVerb and Bio-SimLex: wide-coverage evaluation sets of word similarity in biomedicine. BMC Bioinform. 19(1): 33:1-33:13 (2018) - [j30]Gamal K. O. Crichton, Yufan Guo, Sampo Pyysalo, Anna Korhonen:
Neural networks for link prediction in realistic biomedical graphs: a multi-dimensional evaluation of graph embedding-based approaches. BMC Bioinform. 19(1): 176:1-176:11 (2018) - [j29]Olga Majewska, Ivan Vulic, Diana McCarthy, Yan Huang, Akira Murakami
, Veronika Laippala, Anna Korhonen:
Investigating the cross-lingual translatability of VerbNet-style classification. Lang. Resour. Evaluation 52(3): 771-799 (2018) - [j28]Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Jason Naradowsky, Roi Reichart, Anna Korhonen:
Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction. Trans. Assoc. Comput. Linguistics 6: 451-465 (2018) - [c77]Edoardo Maria Ponti, Roi Reichart, Anna Korhonen, Ivan Vulic:
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP. ACL (1) 2018: 1531-1542 - [c76]Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen:
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. EMNLP 2018: 282-293 - [c75]Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen:
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling. EMNLP 2018: 316-327 - [c74]Olga Majewska, Diana McCarthy, Ivan Vulic, Anna Korhonen:
Acquiring Verb Classes Through Bottom-Up Semantic Verb Clustering. LREC 2018 - [c73]Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen:
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources. NAACL-HLT 2018: 516-527 - [e3]Anna Korhonen, Ivan Titov:
Proceedings of the 22nd Conference on Computational Natural Language Learning, CoNLL 2018, Brussels, Belgium, October 31 - November 1, 2018. Association for Computational Linguistics 2018, ISBN 978-1-948087-72-8 [contents] - [i16]Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen:
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources. CoRR abs/1805.03228 (2018) - [i15]Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen:
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. CoRR abs/1807.00914 (2018) - [i14]Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen:
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. CoRR abs/1809.04163 (2018) - 2017
- [j27]Simon Baker
, Imran Ali, Ilona Silins, Sampo Pyysalo, Yufan Guo, Johan Högberg, Ulla Stenius, Anna Korhonen:
Cancer Hallmarks Analytics Tool (CHAT): a text mining approach to organize and evaluate scientific literature on cancer. Bioinform. 33(24): 3973-3981 (2017) - [j26]Yiding Lu, Yufan Guo, Anna Korhonen:
Link prediction in drug-target interactions network using similarity indices. BMC Bioinform. 18(1): 39:1-39:9 (2017) - [j25]Gamal K. O. Crichton, Sampo Pyysalo, Billy Chiu, Anna Korhonen:
A neural network multi-task learning approach to biomedical named entity recognition. BMC Bioinform. 18(1): 368:1-368:14 (2017) - [j24]Ivan Vulic, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen:
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment. Comput. Linguistics 43(4) (2017) - [j23]Nikola Mrksic, Ivan Vulic, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gasic, Anna Korhonen, Steve J. Young:
Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints. Trans. Assoc. Comput. Linguistics 5: 309-324 (2017) - [c72]Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Ó Séaghdha, Steve J. Young, Anna Korhonen:
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. ACL (1) 2017: 56-68 - [c71]Simon Baker, Anna Korhonen:
Initializing neural networks for hierarchical multi-label text classification. BioNLP 2017: 307-315 - [c70]Ivan Vulic, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen:
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations. CoNLL 2017: 112-122 - [c69]Edoardo Maria Ponti, Anna Korhonen:
Event-Related Features in Feedforward Neural Networks Contribute to Identifying Causal Relations in Discourse. LSDSem@EACL 2017: 25-30 - [c68]Ivan Vulic, Douwe Kiela, Anna Korhonen:
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation. EACL (1) 2017: 163-175 - [c67]Ivan Vulic, Nikola Mrksic, Anna Korhonen:
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation. EMNLP 2017: 2546-2558 - [c66]Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Decoding Sentiment from Distributed Representations of Sentences. *SEM 2017: 22-32 - [i13]Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen:
Decoding Sentiment from Distributed Representations of Sentences. CoRR abs/1705.06369 (2017) - [i12]Nikola Mrksic, Ivan Vulic, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gasic, Anna Korhonen, Steve J. Young:
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints. CoRR abs/1706.00374 (2017) - [i11]Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Ó Séaghdha, Steve J. Young, Anna Korhonen:
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. CoRR abs/1706.00377 (2017) - [i10]Ivan Vulic, Nikola Mrksic, Anna Korhonen:
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation. CoRR abs/1707.06945 (2017) - [i9]Yiding Lu, Yufan Guo, Anna Korhonen:
Erratum: Link prediction in drug-target interactions network using similarity indices. CoRR abs/1711.00150 (2017) - 2016
- [j22]Simon Baker
, Ilona Silins, Yufan Guo, Imran Ali
, Johan Högberg, Ulla Stenius, Anna Korhonen:
Automatic semantic classification of scientific literature according to the hallmarks of cancer. Bioinform. 32(3): 432-440 (2016) - [j21]Felix Hill, KyungHyun Cho, Anna Korhonen, Yoshua Bengio:
Learning to Understand Phrases by Embedding the Dictionary. Trans. Assoc. Comput. Linguistics 4: 17-30 (2016) - [c65]Ivan Vulic, Anna Korhonen:
On the Role of Seed Lexicons in Learning Bilingual Word Embeddings. ACL (1) 2016 - [c64]Ivan Vulic, Anna Korhonen:
Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations? ACL (2) 2016 - [c63]Billy Chiu, Gamal K. O. Crichton, Anna Korhonen, Sampo Pyysalo:
How to Train good Word Embeddings for Biomedical NLP. BioNLP@ACL 2016: 166-174 - [c62]Simon Baker, Anna Korhonen, Sampo Pyysalo:
Cancer Hallmark Text Classification Using Convolutional Neural Networks. BioTxtM@COLING 2016 2016: 1-9 - [c61]Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Anna Korhonen:
Survey on the Use of Typological Information in Natural Language Processing. COLING 2016: 1297-1308 - [c60]Simon Baker, Douwe Kiela, Anna Korhonen:
Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings. COLING 2016: 2333-2343 - [c59]Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen:
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. EMNLP 2016: 2173-2182 - [c58]Yevgeni Berzak, Yan Huang, Andrei Barbu, Anna Korhonen, Boris Katz:
Anchoring and Agreement in Syntactic Annotations. EMNLP 2016: 2215-2224 - [c57]Felix Hill, Kyunghyun Cho, Anna Korhonen:
Learning Distributed Representations of Sentences from Unlabelled Data. HLT-NAACL 2016: 1367-1377 - [c56]Billy Chiu, Anna Korhonen, Sampo Pyysalo:
Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance. RepEval@ACL 2016: 1-6 - [i8]Felix Hill, Kyunghyun Cho, Anna Korhonen:
Learning Distributed Representations of Sentences from Unlabelled Data. CoRR abs/1602.03483 (2016) - [i7]Yevgeni Berzak, Yan Huang, Andrei Barbu, Anna Korhonen, Boris Katz:
Bias and Agreement in Syntactic Annotations. CoRR abs/1605.04481 (2016) - [i6]Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen:
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. CoRR abs/1608.00869 (2016) - [i5]Ivan Vulic, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen:
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment. CoRR abs/1608.02117 (2016) - [i4]Ivan Vulic, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen:
Automatic Selection of Context Configurations for Improved (and Fast) Class-Specific Word Representations. CoRR abs/1608.05528 (2016) - [i3]Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Anna Korhonen:
Survey on the Use of Typological Information in Natural Language Processing. CoRR abs/1610.03349 (2016) - 2015
- [j20]Douwe Kiela, Yufan Guo, Ulla Stenius, Anna Korhonen:
Unsupervised discovery of information structure in biomedical documents. Bioinform. 31(7): 1084-1092 (2015) - [j19]Felix Hill, Roi Reichart, Anna Korhonen:
SimLex-999: Evaluating Semantic Models With (Genuine) Similarity Estimation. Comput. Linguistics 41(4): 665-695 (2015) - [j18]Yufan Guo, Roi Reichart, Anna Korhonen:
Unsupervised Declarative Knowledge Induction for Constraint-Based Learning of Information Structure in Scientific Documents. Trans. Assoc. Comput. Linguistics 3: 131-143 (2015) - [c55]Jussi Karlgren
, Jimmy Callin, Kevyn Collins-Thompson, Amaru Cuba Gyllensten, Ariel Ekgren, David Jurgens, Anna Korhonen, Fredrik Olsson, Magnus Sahlgren, Hinrich Schütze:
Evaluating Learning Language Representations. CLEF 2015: 254-260 - [i2]Felix Hill, Kyunghyun Cho, Anna Korhonen, Yoshua Bengio:
Learning to Understand Phrases by Embedding the Dictionary. CoRR abs/1504.00548 (2015) - 2014
- [j17]Felix Hill, Anna Korhonen, Christian Bentz:
A Quantitative Empirical Analysis of the Abstract/Concrete Distinction. Cogn. Sci. 38(1): 162-177 (2014) - [j16]Colin Kelly, Barry Devereux, Anna Korhonen:
Automatic Extraction of Property Norm-Like Data From Large Text Corpora. Cogn. Sci. 38(4): 638-682 (2014) - [j15]Diarmuid Ó Séaghdha, Anna Korhonen:
Probabilistic Distributional Semantics with Latent Variable Models. Comput. Linguistics 40(3): 587-631 (2014) - [j14]Felix Hill, Roi Reichart, Anna Korhonen:
Multi-Modal Models for Concrete and Abstract Concept Meaning. Trans. Assoc. Comput. Linguistics 2: 285-296 (2014) - [c54]Felix Hill, Anna Korhonen:
Concreteness and Subjectivity as Dimensions of Lexical Meaning. ACL (2) 2014: 725-731 - [c53]Douwe Kiela, Felix Hill, Anna Korhonen, Stephen Clark:
Improving Multi-Modal Representations Using Image Dispersion: Why Less is Sometimes More. ACL (2) 2014: 835-841 - [c52]Anna Korhonen, Yufan Guo, Simon Baker, Meliha Yetisgen-Yildiz, Ulla Stenius, Masashi Narita
, Pietro Liò
:
Improving Literature-Based Discovery with Advanced Text Mining. CIBB 2014: 89-98 - [c51]Carolina Scarton
, Lin Sun, Karin Kipper Schuler, Magali Sanches Duran, Martha Palmer
, Anna Korhonen:
Verb Clustering for Brazilian Portuguese. CICLing (1) 2014: 25-39 - [c50]Yufan Guo, Diarmuid Ó Séaghdha, Ilona Silins, Lin Sun, Johan Högberg, Ulla Stenius, Anna Korhonen:
CRAB 2.0: A text mining tool for supporting literature review in chemical cancer risk assessment. COLING (Demos) 2014: 76-80 - [c49]Felix Hill, Anna Korhonen:
Learning Abstract Concept Embeddings from Multi-Modal Data: Since You Probably Can't See What I Mean. EMNLP 2014: 255-265 - [c48]Simon Baker, Roi Reichart, Anna Korhonen:
An Unsupervised Model for Instance Level Subcategorization Acquisition. EMNLP 2014: 278-289 - [c47]Xiao Jiang, Yufan Guo, Jeroen Geertzen, Dora Alexopoulou, Lin Sun, Anna Korhonen:
Native Language Identification Using Large, Longitudinal Data. LREC 2014: 3309-3312 - [i1]Felix Hill, Roi Reichart, Anna Korhonen:
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation. CoRR abs/1408.3456 (2014) - 2013
- [j13]Yufan Guo, Ilona Silins, Ulla Stenius, Anna Korhonen:
Active learning-based information structure analysis of full scientific articles and two applications for biomedical literature review. Bioinform. 29(11): 1440-1447 (2013) - [j12]Ekaterina Shutova, Simone Teufel, Anna Korhonen:
Statistical Metaphor Processing. Comput. Linguistics 39(2): 301-353 (2013) - [j11]Thomas Lippincott, Laura Rimell, Karin Verspoor
, Anna Korhonen:
Approaches to verb subcategorization for biomedicine. J. Biomed. Informatics 46(2): 212-227 (2013) - [j10]Laura Rimell, Thomas Lippincott, Karin Verspoor
, Helen L. Johnson, Anna Korhonen:
Acquisition and evaluation of verb subcategorization resources for biomedicine. J. Biomed. Informatics 46(2): 228-237 (2013) - [j9]Ekaterina Shutova, Barry Devereux, Anna Korhonen:
Conceptual metaphor theory meets the data: a corpus-based human annotation study. Lang. Resour. Evaluation 47(4): 1261-1284 (2013) - [j8]Ekaterina Shutova, Jakub Kaplan, Simone Teufel, Anna Korhonen:
A computational model of logical metonymy. ACM Trans. Speech Lang. Process. 10(3): 11:1-11:28 (2013) - [c46]Lin Sun, Diana McCarthy, Anna Korhonen:
Diathesis alternation approximation for verb clustering. ACL (2) 2013: 736-741 - [c45]Roi Reichart, Anna Korhonen:
Improved Lexical Acquisition through DPP-based Verb Clustering. ACL (1) 2013: 862-872 - [c44]Felix Hill, Douwe Kiela, Anna Korhonen:
Concreteness and Corpora: A Theoretical and Practical Study. CMCL 2013: 75-83 - [c43]Felix Hill, Anna Korhonen, Christian Bentz:
Large-Scale Empricial Analyses of the Abstract/Concrete Distinction. CogSci 2013 - [c42]Colin Kelly, Anna Korhonen, Barry Devereux:
Minimally Supervised Learning for Unconstrained Conceptual Property Extraction. CogSci 2013 - [c41]Yufan Guo, Roi Reichart, Anna Korhonen:
Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints. HLT-NAACL 2013: 928-937 - [c40]Tim Van de Cruys, Thierry Poibeau, Anna Korhonen:
A Tensor-based Factorization Model of Semantic Compositionality. HLT-NAACL 2013: 1142-1151 - [p1]Thierry Poibeau, Aline Villavicencio, Anna Korhonen, Afra Alishahi:
Computational Modeling as a Methodology for Studying Human Language Learning. Cognitive Aspects of Computational Language Acquisition 2013: 1-25 - [e2]Aline Villavicencio, Thierry Poibeau, Anna Korhonen, Afra Alishahi:
Cognitive Aspects of Computational Language Acquisition. Theory and Applications of Natural Language Processing, Springer 2013, ISBN 978-3-642-31862-7 [contents] - 2012
- [c39]Thomas Lippincott, Anna Korhonen, Diarmuid Ó Séaghdha:
Learning Syntactic Verb Frames using Graphical Models. ACL (1) 2012: 420-429 - [c38]Colin Kelly, Barry Devereux, Anna Korhonen:
Semi-supervised learning for automatic conceptual property extraction. CMCL@NAACL-HLT 2012: 11-20 - [c37]Yufan Guo, Ilona Silins, Roi Reichart, Anna Korhonen:
CRAB Reader: A Tool for Analysis and Visualization of Argumentative Zones in Scientific Literature. COLING (Demos) 2012: 183-190 - [c36]Danish Contractor, Yufan Guo, Anna Korhonen:
Using Argumentative Zones for Extractive Summarization of Scientific Articles. COLING 2012: 663-678 - [c35]Roi Reichart, Anna Korhonen:
Document and Corpus Level Inference For Unsupervised and Transductive Learning of Information Structure of Scientific Documents. COLING (Posters) 2012: 995-1006 - [c34]Ekaterina Shutova, Tim Van de Cruys, Anna Korhonen:
Unsupervised Metaphor Paraphrasing using a Vector Space Model. COLING (Posters) 2012: 1121-1130 - [c33]Tim Van de Cruys, Laura Rimell, Thierry Poibeau, Anna Korhonen:
Multi-way Tensor Factorization for Unsupervised Lexical Acquisition. COLING 2012: 2703-2720 - [c32]Diarmuid Ó Séaghdha, Anna Korhonen:
Modelling selectional preferences in a lexical hierarchy. *SEM@NAACL-HLT 2012: 170-179 - 2011
- [j7]Yufan Guo, Anna Korhonen, Ilona Silins, Ulla Stenius:
Weakly supervised learning of information structure of scientific abstracts - is it accurate enough to benefit real-world tasks in biomedicine? Bioinform. 27(22): 3179-3185 (2011) - [j6]Yufan Guo, Anna Korhonen, Maria Liakata
, Ilona Silins, Johan Högberg, Ulla Stenius:
A comparison and user-based evaluation of models of textual information structure in the context of cancer risk assessment. BMC Bioinform. 12: 69 (2011) - [j5]Thomas Lippincott, Diarmuid Ó Séaghdha, Anna Korhonen:
Exploring subdomain variation in biomedical language. BMC Bioinform. 12: 212 (2011) - [c31]Yufan Guo, Anna Korhonen, Thierry Poibeau:
A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents. EMNLP 2011: 273-283 - [c30]Tim Van de Cruys, Thierry Poibeau, Anna Korhonen:
Latent Vector Weighting for Word Meaning in Context. EMNLP 2011: 1012-1022 - [c29]Lin Sun, Anna Korhonen:
Hierarchical Verb Clustering Using Graph Factorization. EMNLP 2011: 1023-1033 - [c28]Diarmuid Ó Séaghdha, Anna Korhonen:
Probabilistic models of similarity in syntactic context. EMNLP 2011: 1047-1057 - [e1]Omri Abend, Anna Korhonen, Ari Rappoport, Roi Reichart:
Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP 2011, Edinburgh, Scotland, July 30, 2011. Association for Computational Linguistics 2011, ISBN 978-1-937284-13-8 [contents] - 2010
- [c27]Yufan Guo, Anna Korhonen, Maria Liakata, Ilona Silins, Lin Sun, Ulla Stenius:
Identifying the Information Structure of Scientific Abstracts: An Investigation of Three Different Schemes. BioNLP@ACL 2010: 99-107 - [c26]Tom Lippincott, Diarmuid Ó Séaghdha, Lin Sun, Anna Korhonen:
Exploring variation across biomedical subdomains. COLING 2010: 689-697 - [c25]Ekaterina Shutova, Lin Sun, Anna Korhonen:
Metaphor Identification Using Verb and Noun Clustering. COLING 2010: 1002-1010 - [c24]Lin Sun, Thierry Poibeau, Anna Korhonen, Cédric Messiant:
Investigating the cross-linguistic potential of VerbNet-style classification. COLING 2010: 1056-1064 - [c23]Stuart Moore, Sabine Buchholz, Anna Korhonen:
Annotating the Enron Email Corpus with Number Senses. LREC 2010
2000 – 2009
- 2009
- [j4]Anna Korhonen, Ilona Silins, Lin Sun, Ulla Stenius:
The first step in the development of text mining technology for cancer risk assessment: identifying and organizing scientific evidence in risk assessment literature. BMC Bioinform. 10: 303 (2009) - [c22]Lin Sun, Anna Korhonen, Ilona Silins, Ulla Stenius:
User-Driven Development of Text Mining Resources for Cancer Risk Assessment. BioNLP@HLT-NAACL 2009: 108-116 - [c21]Lin Sun, Anna Korhonen:
Improving Verb Clustering with Automatically Acquired Selectional Preferences. EMNLP 2009: 638-647 - [c20]Karin Kipper Schuler, Anna Korhonen, Susan Windisch Brown:
VerbNet overview, extensions, mappings and applications. HLT-NAACL (Tutorial Abstracts) 2009: 13-14 - [c19]Anna Korhonen:
Automatic Lexical Classification -- Balancing between Machine Learning and Linguistics. PACLIC 2009: 19-28 - 2008
- [j3]Karin Kipper, Anna Korhonen, Neville Ryant, Martha Palmer
:
A large-scale classification of English verbs. Lang. Resour. Evaluation 42(1): 21-40 (2008) - [c18]Lin Sun, Anna Korhonen, Yuval Krymolowski:
Verb Class Discovery from Rich Syntactic Data. CICLing 2008: 16-27 - [c17]Anna Korhonen, Yuval Krymolowski, Nigel Collier:
The Choice of Features for Classification of Verbs in Biomedical Texts. COLING 2008: 449-456 - [c16]Lin Sun, Anna Korhonen, Yuval Krymolowski:
Automatic Classification of English Verbs Using Rich Syntactic Features. IJCNLP 2008: 769-774 - [c15]Cédric Messiant, Thierry Poibeau, Anna Korhonen:
LexSchem: a Large Subcategorization Lexicon for French Verbs. LREC 2008 - 2007
- [c14]Judita Preiss, Ted Briscoe, Anna Korhonen:
A System for Large-Scale Acquisition of Verbal, Nominal and Adjectival Subcategorization Frames from Corpora. ACL 2007 - 2006
- [j2]Yoko Mizuta, Anna Korhonen, Tony Mullen, Nigel Collier
:
Zone analysis in biology articles as a basis for information extraction. Int. J. Medical Informatics 75(6): 468-487 (2006) - [c13]Anna Korhonen, Yuval Krymolowski, Nigel Collier
:
Automatic Classification of Verbs in Biomedical Texts. ACL 2006 - [c12]Anna Korhonen, Yuval Krymolowski, Ted Briscoe:
A Large Subcategorization Lexicon for Natural Language Processing Applications. LREC 2006: 1015-1020 - [c11]Karin Kipper, Anna Korhonen, Neville Ryant, Martha Palmer:
Extending VerbNet with Novel Verb Classes. LREC 2006: 1027-1032 - 2005
- [j1]Aline Villavicencio
, Francis Bond
, Anna Korhonen, Diana McCarthy:
Introduction to the special issue on multiword expressions: Having a crack at a hard nut. Comput. Speech Lang. 19(4): 365-377 (2005) - [c10]Jeremy Yallop, Anna Korhonen, Ted Briscoe:
Automatic Acquisition of Adjectival Subcategorization from Corpora. ACL 2005: 614-621 - 2004
- [c9]Judita Preiss, Anna Korhonen:
WSD for subcategorization acquisition task description. SENSEVAL@ACL 2004 - 2003
- [c8]Anna Korhonen, Judita Preiss:
Improving Subcategorization Acquisition Using Word Sense Disambiguation. ACL 2003: 48-55 - [c7]Anna Korhonen, Yuval Krymolowski, Zvika Marx:
Clustering Polysemic Subcategorization Frame Distributions Semantically. ACL 2003: 64-71 - 2002
- [b1]Anna Korhonen:
Subcategorization acquisition. University of Cambridge, UK, 2002 - [c6]Anna Korhonen, Yuval Krymolowski:
On the Robustness of Entropy-Based Similarity Measures in Evaluation of Subcategorization Acquisition Systems. CoNLL 2002 - [c5]Judita Preiss, Anna Korhonen, Ted Briscoe:
Subcategorization Acquisition as an Evaluation Method for WSD. LREC 2002 - [c4]Judita Preiss, Anna Korhonen:
Improving Subcategorization Acquisition with WSD. SENSEVAL 2002: 82-108 - 2000
- [c3]Anna Korhonen, Genevieve Gorrell
, Diana McCarthy:
Statistical Filtering and Subcategorization Frame Acquisition. EMNLP 2000: 199-206 - [c2]Anna Korhonen:
Using Semantically Motivated Estimates to Help Subcategorization Acquisition. EMNLP 2000: 216-223
1990 – 1999
- 1998
- [c1]Diana McCarthy, Anna Korhonen:
Detecting Verbal Participation in Diathesis Alternations. COLING-ACL 1998: 1493-1495
Coauthor Index
aka: Edoardo M. Ponti
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