2024
Parović, M., Vulić, I. and Korhonen, A., 2024. Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, v. 2
Hu, S., Vulić, I., Liu, F. and Korhonen, A., 2024. Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings,
Petti, U. and Korhonen, A., 2024. LoSST-AD: A Longitudinal Corpus for Tracking Alzheimer's Disease Related Changes in Spontaneous Speech 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings,
Hu, S., Wang, X., Yuan, Z., Korhonen, A. and Vulić, I., 2024. DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024, v. 3
Qiu, Y., Zhao, Z., Ziser, Y., Korhonen, A., Ponti, EM. and Cohen, SB., 2024. Are Large Language Models Temporally Grounded? Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024, v. 1
Razumovskaia, E., Glavaš, G., Korhonen, A. and Vulić, I., 2024. SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024, v. 1
Li, Y., Korhonen, A. and Vulić, I., 2024. Self-Augmented In-Context Learning for Unsupervised Word Translation Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 2
Fytas, P., Breger, A., Selby, I., Baker, S., Shahipasand, S. and Korhonen, A., 2024. Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology. BioNLP 2024 - 23rd Meeting of the ACL Special Interest Group on Biomedical Natural Language Processing, Proceedings of the Workshop and Shared Tasks,
Li, Y., Zhai, X., Alzantot, M., Yu, K., Vulić, I., Korhonen, A. and Hammad, M., 2024. CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation RecSys 2024 - Proceedings of the 18th ACM Conference on Recommender Systems,
Doi: http://doi.org/10.1145/3640457.3688121
2023
Vulić, I., Glavaš, G., Liu, F., Collier, N., Ponti, EM. and Korhonen, A., 2023. Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference,
Yuan, Z., Hu, S., Vulić, I., Korhonen, A. and Meng, Z., 2023. Can Pretrained Language Models (Yet) Reason Deductively? EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference,
Liu, CC., Pfeiffer, J., Korhonen, A., Vulić, I. and Gurevych, I., 2023. Delving Deeper into Cross-lingual Visual Question Answering EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023,
Petti, U., Nyrup, R., Skopek, JM. and Korhonen, A., 2023. Ethical considerations in the early detection of Alzheimer's disease using speech and AI ACM International Conference Proceeding Series,
Doi: http://doi.org/10.1145/3593013.3594063
Parović, M., Ansell, A., Vulić, I. and Korhonen, A., 2023. Cross-Lingual Transfer with Target Language-Ready Task Adapters Proceedings of the Annual Meeting of the Association for Computational Linguistics,
Ansell, A., Ponti, EM., Korhonen, A. and Vulić, I., 2023. Distilling Efficient Language-Specific Models for Cross-Lingual Transfer Proceedings of the Annual Meeting of the Association for Computational Linguistics,
Moghe, N., Razumovskaia, E., Guillou, L., Vulić, I., Korhonen, A. and Birch, A., 2023. MULTI<sup>3</sup>NLU<sup>++</sup>: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue Proceedings of the Annual Meeting of the Association for Computational Linguistics,
Li, Y., Chang, CY., Rawls, S., Vulić, I. and Korhonen, A., 2023. Translation-Enhanced Multilingual Text-to-Image Generation Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1
Köksal, A., Yalcin, OF., Akbiyik, A., Kılavuz, MT., Korhonen, A. and Schütze, H., 2023. Language-Agnostic Bias Detection in Language Models with Bias Probing Findings of the Association for Computational Linguistics: EMNLP 2023,
Kantharuban, A., Vulić, I. and Korhonen, A., 2023. Quantifying the Dialect Gap and its Correlates Across Languages Findings of the Association for Computational Linguistics: EMNLP 2023,
Doi: 10.18653/v1/2023.findings-emnlp.481
Zhou, H., Wan, X., Vulić, I. and Korhonen, A., 2023. Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning Findings of the Association for Computational Linguistics: EMNLP 2023,
Qiu, Y., Ziser, Y., Korhonen, A., Ponti, EM. and Cohen, SB., 2023. Detecting and Mitigating Hallucinations in Multilingual Summarisation EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings,
Li, Y., Korhonen, A. and Vulić, I., 2023. On Bilingual Lexicon Induction with Large Language Models EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings,
Razumovskaia, E., Vulić, I. and Korhonen, A., 2023. Transfer-Free Data-Efficient Multilingual Slot Labeling EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings,
Ansell, A., Parović, M., Vulić, I., Korhonen, A. and Ponti, EM., 2023. Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings,
Hu, S., Zhou, H., Yuan, Z., Gritta, M., Zhang, G., Iacobacci, I., Korhonen, A. and Vulić, I., 2023. A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings,
2022
Li, Y., Liu, F., Vulić, I. and Korhonen, A., 2022. Improving Bilingual Lexicon Induction with Cross-Encoder Reranking Findings of the Association for Computational Linguistics: EMNLP 2022,
Liu, Q., McCarthy, D. and Korhonen, A., 2022. Measuring Context-Word Biases in Lexical Semantic Datasets Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022,
Parović, M., Glavaš, G., Vulić, I. and Korhonen, A., 2022. BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference,
Li, Y., Liu, F., Collier, N., Korhonen, A. and Vulic, I., 2022. Improving Word Translation via Two-Stage Contrastive Learning Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1
Ansell, A., Ponti, EM., Korhonen, A. and Vulic, I., 2022. Composable Sparse Fine-Tuning for Cross-Lingual Transfer Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1
Razumovskaia, E., Vulić, I. and Korhonen, A., 2022. Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue Proceedings of the Annual Meeting of the Association for Computational Linguistics,
2021
Majewska, O., Vulic, I., Glavaš, G., Ponti, EM. and Korhonen, A., 2021. Verb knowledge injection for multilingual event processing ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference,
Vulic, I., Ponti, EM., Korhonen, A. and Glavaš, G., 2021. LEXFIT: Lexical fine-tuning of pretrained language models ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference,
Zhao, M., Zhu, Y., Shareghi, E., Vulic, I., Reichart, R., Korhonen, A. and Schütze, H., 2021. A closer look at few-shot crosslingual transfer: The choice of shots matters ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference,
Liu, F., Vulić, I., Korhonen, A. and Collier, N., 2021. Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference, v. 2
Hangya, V., Liu, Q., Stojanovski, D., Fraser, A. and Korhonen, A., 2021. Improving Machine Translation of Rare and Unseen Word Senses WMT 2021 - 6th Conference on Machine Translation, Proceedings,
Liu, F., Vulić, I., Korhonen, A. and Collier, N., 2021. Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings,
Liu, Q., Ponti, EM., McCarthy, D., Vulić, I. and Korhonen, A., 2021. AM<sup>2</sup>ICO: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings,
Liu, Q., Liu, F., Collier, N., Korhonen, A. and Vulić, I., 2021. MIRRORWIC: On Eliciting Word-in-Context Representations from Pretrained Language Models CoNLL 2021 - 25th Conference on Computational Natural Language Learning, Proceedings,
Ansell, A., Ponti, EM., Pfeiffer, J., Ruder, S., Glavaš, G., Vulic, I. and Korhonen, A., 2021. MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021,
Zhu, Y., Shareghi, E., Li, Y., Reichart, R. and Korhonen, A., 2021. Combining deep generative models and multi-lingual pretraining for semi-supervised document classification EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference,
2020 (Accepted for publication)
Vulic, I., Ponti, E., Litschko, R., Glavas, G. and Korhonen, A., 2020 (Accepted for publication). Probing Pretrained Language Models for Lexical Semantics Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2020),
Doi: http://doi.org/10.18653/v1/2020.emnlp-main.586
2020
Dubossarsky, H., Vulic, I., Reichart, R. and Korhonen, A., 2020. The Secret is in the Spectra: Predicting Cross-Lingual Task Performance with Spectral Similarity Measures Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2020),
Doi: http://doi.org/10.18653/v1/2020.emnlp-main.186
Gerz, D., Vulić, I., Rei, M., Reichart, R. and Korhonen, A., 2020. Multidirectional associative optimization of function-specific word representations Proceedings of the Annual Meeting of the Association for Computational Linguistics,
Ponti, E., Glavaš, G., Majewska, O., Liu, Q., Vulic, I. and Korhonen, A., 2020. XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2020),
Doi: http://doi.org/10.18653/v1/2020.emnlp-main.185
Sasano, R. and Korhonen, A., 2020. Investigating word-class distributions in word vector spaces Proceedings of the Annual Meeting of the Association for Computational Linguistics,
Doi: 10.18653/v1/2020.acl-main.337
Vulić, I., Korhonen, A. and Glavaš, G., 2020. Improving bilingual lexicon induction with unsupervised post-processing of monolingual word vector spaces Proceedings of the Annual Meeting of the Association for Computational Linguistics,
Doi: 10.18653/v1/2020.repl4nlp-1.7
Karan, M., Vulić, I., Korhonen, A. and Glavaš, G., 2020. Classification-based self-learning for weakly supervised bilingual lexicon induction Proceedings of the Annual Meeting of the Association for Computational Linguistics,
Majewska, O., Vulic, I., McCarthy, D. and Korhonen, A., 2020. Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020),
Li, Y., Ponti, E., Vulic, I. and Korhonen, A., 2020. Emergent Communication Pretraining for Few-Shot Machine Translation Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020),
Liu, Q., McCarthy, D. and Korhonen, A., 2020. Towards better context-aware lexical semantics: Adjusting contextualized representations through static anchors EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference,
Lauscher, A., Vulic, I., Ponti, E., Korhonen, A. and Glavas, G., 2020. Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity Proceedings of the 28th International Conference on Computational Linguistics (COLING 2020),
Glavas, G., Vulic, I., Korhonen, A. and Ponzetto, SP., 2020. SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment Proceedings of the 14th International Workshop on Semantic Evaluation (SemEval 2020),
Korhonen, A. and Traum, D., 2020. Message from the program chairs ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference,
Korhonen, A. and Traum, D., 2020. Message from the program chairs ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference,
Majewska, O., McCarthy, D., van den Bosch, J., Kriegeskorte, N., Vulic, I. and Korhonen, A., 2020. Spatial multi-arrangement for clustering and multi-way similarity dataset construction LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings,
2019 (Accepted for publication)
Shareghi, E., Gerz, D., Vulic, I. and Korhonen, A., 2019 (Accepted for publication). Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines
Doi: http://doi.org/10.17863/CAM.39778
2019
Liu, Q., McCarthy, D., Vulić, I. and Korhonen, A., 2019. Investigating cross-lingual alignment methods for contextualized embeddings with Token-level evaluation CoNLL 2019 - 23rd Conference on Computational Natural Language Learning, Proceedings of the Conference,
Ponti, EM., Vulić, I., Cotterell, R., Reichart, R. and Korhonen, A., 2019. Towards zero-shot language modeling EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference,
Ponti, EM., Vulić, I., Glavaš, G., Reichart, R. and Korhonen, A., 2019. Cross-lingual semantic specialization via lexical relation induction EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference,
Vulić, I., Glavaš, G., Reichart, R. and Korhonen, A., 2019. Do we really need fully unsupervised cross-lingual embeddings? EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference,
Zhu, Y., Heinzerling, B., Vulić, I., Strube, M., Reichart, R. and Korhonen, A., 2019. On the importance of subword information for morphological tasks in truly low-resource languages CoNLL 2019 - 23rd Conference on Computational Natural Language Learning, Proceedings of the Conference,
Tseng, BH., Rei, M., Budzianowski, P., Turner, RE., Byrne, B. and Korhonen, A., 2019. Semi-supervised bootstrapping of dialogue state trackers for task-oriented modelling EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference,
Liu, Q., McCarthy, D. and Korhonen, A., 2019. Second-order contexts from lexical substitutes for few-shot learning of word representations *SEM@NAACL-HLT 2019 - 8th Joint Conference on Lexical and Computational Semantics,
Shareghi, E., Li, Y., Zhu, Y., Reichart, R. and Korhonen, A., 2019. Bayesian learning for neural dependency parsing NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference, v. 1
Chiu, B., Baker, S., Palmer, M. and Korhonen, A., 2019. Enhancing biomedical word embeddings by retrofitting to verb clusters BioNLP 2019 - SIGBioMed Workshop on Biomedical Natural Language Processing, Proceedings of the 18th BioNLP Workshop and Shared Task,
Zhu, Y., Vulić, I. and Korhonen, A., 2019. A systematic study of leveraging subword information for learning word representations NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference, v. 1
Shareghi, E., Gerz, D., Vulić, I. and Korhonen, A., 2019. Show some love to your n-grams: A bit of progress and stronger n-gram language modeling baselines NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference, v. 1
Majewska, O., McCarthy, D., Vulić, I. and Korhonen, A., 2019. Acquiring verb classes through bottom-up semantic verb clustering LREC 2018 - 11th International Conference on Language Resources and Evaluation,
2018
Gerz, D., Vulić, I., Ponti, EM., Reichart, R. and Korhonen, A., 2018. On the relation between linguistic typology and (limitations of) multilingual language modeling Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018,
Vulic, I., Glavaš, G., Mrkšić, N. and Korhonen, A., 2018. Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources
Ponti, E., Reichart, R., Korhonen, A. and Vulic, I., 2018. Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018),
Doi: http://doi.org/10.18653/v1/P18-1142
Vulić, I. and Korhonen, A., 2018. Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation Proceedings of the Annual Meeting of the Association for Computational Linguistics,
Doi: 10.18653/v1/w18-3018
Ponti, EM., Vulić, I., Glavaš, G., Mrkšić, N. and Korhonen, A., 2018. Adversarial propagation and zero-shot cross-lingual transfer of word vector specialization Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018,
2017 (No publication date)
Baker, S., Korhonen, A. and Pyysalo, S., 2017 (No publication date). Cancer Hallmark Text Classification Using Convolutional Neural Networks
Doi: http://doi.org/10.17863/CAM.12420
2017
Vulić, I., Mrkšić, N. and Korhonen, A., 2017. Cross-lingual induction and transfer of verb classes based on word vector space specialisation EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings,
Doi: http://doi.org/10.18653/v1/d17-1270
Vulić, I., Schwartz, R., Rappoport, A., Reichart, R. and Korhonen, A., 2017. Automatic Selection of Context Configurations for Improved Class-Specific Word Representations Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017),
Doi: http://doi.org/10.18653/v1/K17-1013
Vulić, I., Kiela, D. and Korhonen, A., 2017. Evaluation by association: A systematic study of quantitative word association evaluation 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference, v. 1
Doi: http://doi.org/10.18653/v1/e17-1016
Ponti, EM. and Korhonen, A., 2017. Event-Related Features in Feedforward Neural Networks Contribute to Identifying Causal Relations in Discourse LSDSem 2017 - 2nd Workshop on Linking Models of Lexical, Sentential and Discourse-Level Semantics, Proceedings of the Workshop,
Doi: 10.18653/v1/w17-0903
Vulic, I., Mrkšic, N., Reichart, R., Séaghdha, D., Young, S. and Korhonen, A., 2017. Morph-fitting: Fine-tuning word vector spaces with simple language-specific rules ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers), v. 1
Doi: http://doi.org/10.18653/v1/P17-1006
Ponti, EM., Vulić, I. and Korhonen, A., 2017. Decoding sentiment from distributed representations of sentences *SEM 2017 - 6th Joint Conference on Lexical and Computational Semantics, Proceedings,
Doi: http://doi.org/10.18653/v1/s17-1003
Baker, S. and Korhonen, A., 2017. Initializing neural networks for hierarchical multi-label text classification BioNLP 2017 - SIGBioMed Workshop on Biomedical Natural Language Processing, Proceedings of the 16th BioNLP Workshop,
Doi: 10.18653/v1/w17-2339
2016
Vulić, I. and Korhonen, A., 2016. Is "universal syntax" universally useful for learning distributed word representations? 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Short Papers,
Doi: http://doi.org/10.18653/v1/p16-2084
Vulíc, I. and Korhonen, A., 2016. On the role of seed lexicons in learning bilingual word embeddings 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers, v. 1
Doi: http://doi.org/10.18653/v1/p16-1024
Chiu, B., Korhonen, A. and Pyysalo, S., 2016. Intrinsic evaluation ofword vectors fails to predict extrinsic performance Proceedings of the Annual Meeting of the Association for Computational Linguistics,
Chiu, B., Crichton, G., Korhonen, A. and Pyysalo, S., 2016. How to train goodword embeddings for biomedical nlp BioNLP 2016 - Proceedings of the 15th Workshop on Biomedical Natural Language Processing,
2016. Learning distributed representations of sentences from unlabelled data 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference,
Hill, F., Cho, K. and Korhonen, A., 2016. Learning distributed representations of sentences from unlabelled data 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference,
Doi: http://doi.org/10.18653/v1/n16-1162
O'Horan, H., Berzak, Y., Vulić, I., Reichart, R. and Korhonen, A., 2016. Survey on the use of typological information in natural language processing COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers,
Baker, S., Kiela, D. and Korhonen, A., 2016. Robust text classification for sparsely labelled data using multi-level embeddings COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers,
Gerz, D., Vulic, I., Hill, F., Reichart, R. and Korhonen, A., 2016. Simverb-3500: A large-scale evaluation set of verb similarity EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings,
Doi: 10.18653/v1/d16-1235
Berzak, Y., Huang, Y., Barbu, A., Korhonen, A. and Katz, B., 2016. Anchoring and agreement in syntactic annotations EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings,
Doi: http://doi.org/10.18653/v1/d16-1239
2015
Geertzen, J., Alexopoulou, T., Post, B. and Korhonen, A., 2015. Native language effects on pronunciation accuracy L2 English International Symposium on Monolingual and Bilingual Speech (ISMBS),
Alexopoulou, T., Geertzen, J., Meurers, D. and Korhonen, A., 2015. Relativisors and animacy in L2 English Second Language Research Forum (SLRF) 2015,
Karlgren, J., Callin, J., Collins-Thompson, K., Gyllensten, AC., Ekgren, A., Jurgens, D., Korhonen, A., Olsson, F., Sahlgren, M. and Schütze, H., 2015. Evaluating learning language representations Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 9283
Doi: http://doi.org/10.1007/978-3-319-24027-5_25
Korhonen, A., Guo, Y., Baker, S., Yetisgen-Yildiz, M., Stenius, U., Narita, M. and Liò, P., 2015. Improving literature-based discovery with advanced text mining Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8623
Doi: http://doi.org/10.1007/978-3-319-24462-4_8
2014
Hill, F. and Korhonen, A., 2014. Concreteness and subjectivity as dimensions of lexical meaning 52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference, v. 2
Doi: http://doi.org/10.3115/v1/p14-2118
Scarton, C., Sun, L., Kipper-Schuler, K., Duran, MS., Palmer, M. and Korhonen, A., 2014. Verb clustering for Brazilian Portuguese Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8403 LNCS
Doi: http://doi.org/10.1007/978-3-642-54906-9-3
Larsson, K., Silins, I., Guo, Y., Korhonen, A., Stenius, U. and Berglund, M., 2014. Text mining for improved human exposure assessment TOXICOLOGY LETTERS, v. 229
Doi: http://doi.org/10.1016/j.toxlet.2014.06.427
Guo, Y., Séaghdha, D., Silins, I., Sun, L., Högberg, J., Stenius, U. and Korhonen, A., 2014. CRAB 2.0: A text mining tool for supporting literature review in chemical cancer risk assessment COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of the Conference System Demonstrations,
Jiang, X., Guo, Y., Geertzen, J., Alexopoulou, D., Sun, L. and Korhonen, A., 2014. Native Language Identification using large, longitudinal data Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014,
Scarton, C., Sun, L., Kipper-Schuler, K., Duran, MS., Palmer, M. and Korhonen, A., 2014. Verb clustering for Brazilian Portuguese Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 8403 LNCS
Doi: http://doi.org/10.1007/978-3-642-54906-9_3
Hill, F. and Korhonen, A., 2014. Learning abstract concept embeddings from multi-modal data: Since you probably can't see what I mean EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference,
Doi: http://doi.org/10.3115/v1/d14-1032
Baker, S., Reichart, R. and Korhonen, A., 2014. An unsupervised model for instance level subcategorization acquisition EMNLP 2014 - 2014 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference,
2013 (No publication date)
Geertzen, J., Alexopoulou, T. and Korhonen, A., 2013 (No publication date). Automatic linguistic annotation of large scale L2 databases: the EF-Cambridge Open Language Database Selected papers from the Second Language Research Forum,
Korhonen, A., Guo, Y. and Reichart, R., 2013 (No publication date). Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints
Korhonen, A. and O'Seaghdha, D., 2013 (No publication date). Probabilistic models of similarity in syntactic context EMNLP 2011,
2013
Baldwin, T. and Korhonen, A., 2013. Preface EMNLP 2013 - 2013 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference,
Sun, L., McCarthy, D. and Korhonen, A., 2013. Diathesis alternation approximation for verb clustering ACL 2013 - 51st Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, v. 2
Guo, Y., Reichart, R. and Korhonen, A., 2013. Improved Information Structure Analysis of Scientific Documents through Discourse and Lexical Constraints Proceedings of the 2nd Workshop on Computational Linguistics for Literature, CLfL 2013 at the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2013,
van de Cruys, T., Poibeau, T. and Korhonen, A., 2013. A Tensor-based Factorization Model of Semantic Compositionality Proceedings of the 2nd Workshop on Computational Linguistics for Literature, CLfL 2013 at the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2013,
Hill, F., Kiela, D. and Korhonen, A., 2013. Concreteness and Corpora: A Theoretical and Practical Analysis CMCL 2013 - Cognitive Modeling and Computational Linguistics, Proceedings of the Workshop,
Hill, F., Korhonen, A. and Bentz, C., 2013. Large-scale empirical analyses of concreteness Proceedings of the Annual Meeting of the Cognitive Science Society,
Kelly, C., Korhonen, A. and Devereux, B., 2013. Minimally Supervised Learning for Unconstrained Conceptual Property Extraction Cooperative Minds: Social Interaction and Group Dynamics - Proceedings of the 35th Annual Meeting of the Cognitive Science Society, CogSci 2013,
Hill, F., Korhonen, A. and Bentz, C., 2013. Large-Scale Empirical Analyses of the Abstract/Concrete Distinction Cooperative Minds: Social Interaction and Group Dynamics - Proceedings of the 35th Annual Meeting of the Cognitive Science Society, CogSci 2013,
Korhonen, A. and Reichart, R., 2013. Improved Lexical Acquisition through DPP-based Verb Clustering Association for Computational Linguistics,
Korhonen, A., Van de Cruys, T. and Poibeau, T., 2013. A Tensor-based Factorization Model of Semantic Compositionality http://aclweb.org/anthology/N/N13/N13-1.pdf,
2012 (No publication date)
Rimell, L., Poibeau, T. and Korhonen, A., 2012 (No publication date). Merging Lexicons for Higher Precision Subcategorization Frame Acquisition Proceedings of the LREC 2012 Workshop on Language Resource Merging,
2012
Kadekar, S., Silins, I., Korhonen, A., Dreij, K., Al-Anati, L., Hogberg, J. and Stenius, U., 2012. Exocrine pancreatic tumorigenesis and autotaxin expression TOXICOLOGY LETTERS, v. 211
Doi: http://doi.org/10.1016/j.toxlet.2012.03.216
Silins, I., Korhonen, A., Sun, L., Hogberg, J. and Stenius, U., 2012. A text mining approach for chemical cancer research and risk assessment TOXICOLOGY LETTERS, v. 211
Doi: http://doi.org/10.1016/j.toxlet.2012.03.458
Korhonen, A. and Reichart, R., 2012. Document and Corpus Level Inference For Unsupervised Learning of Information Structure of Scientific Documents Proceedings of the 24th International Conference on Computational Linguistics (COLING),
Shutova, E., van de Cruys, T. and Korhonen, A., 2012. Unsupervised Metaphor Paraphrasing Using a Vector Space Model Proceedings of the 24th International Conference on Computational Linguistics (COLING),
Guo, Y., Silins, I., Korhonen, A. and Reichart, R., 2012. CRAB Reader: A Tool for Analysis and Visualization of Argumentative Zones in Scientific Literature Proceedings of the 24th International Conference on Computational Linguistics (COLING),
Séaghdha, D. and Korhonen, A., 2012. Modelling selectional preferences in a lexical hierarchy *SEM 2012 - 1st Joint Conference on Lexical and Computational Semantics, v. 1
Kelly, C., Devereux, B. and Korhonen, A., 2012. Semi-supervised learning for automatic conceptual property extraction Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 2012-June
Abend, O., Biemann, C., Korhonen, A., Rappoport, A., Sogaard, A. and Reichart, R., 2012. Proceedings of the EACL Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP
Berwick, R., Korhonen, A., Villavicencio, A. and Poibeau, T., 2012. Proceedings of the EACL Workshop on Computational Models of Language Acquisition and Loss
Alexopoulou, T., Geertzen, J., Meurers, D. and Korhonen, A., 2012. L1 effects in L2 English relative clauses: evidence from corpus production Abstracts of the 22nd Annual Conference of the European Second Language Association (EUROSLA-22),
2011
Abend, O., Korhonen, A., Rappoport, A. and Reichart, R., 2011. Introduction Workshop on Unsupervised Learning in NLP at the 2011 Conference on Empirical Methods in Natural Language Processing, EMNLP 2011 - Proceedings,
Abend, O., Korhonen, A., Reichart, R. and Rappoport, A., 2011. Proceedings of the EMNLP Workshop on Unsupervised Learning in NLP
Devereux, B., Tyler, L. and Korhonen, A., 2011. Parsing sentences are unlikely: corpus-based analyses of the neural processing of verbs International Conference on Cognitive Neuroscience (ICON),
Zhuang, J., Devereux, B., Tyler, L. and Korhonen, A., 2011. Lexical and syntactic competition effects in verb processing: evidence from corpus-based statistics International Conference on Cognitive Neuroscience (ICON),
2010
Kadekar, S., Silins, I., Korhonen, A., Hogberg, J., Dreij, K. and Stenius, U., 2010. Carcinogen-induced inflammation and pancreatic cancer Proceedings of the 101th Annual Meeting of the American Association for Cancer Research,
Kelly, C., Korhonen, A. and Devereux, B., 2010. Acquiring Human-like Feature-Based Conceptual Representations from Corpora Proceedings of the NAACL-HLT Workshop on Computational Neurolinguistics,
Devereux, B., Korhonen, A. and Kelly, C., 2010. Using fMRI Activation to Conceptual Stimuli to Evaluate Methods for Extracting Conceptual Representations from Corpora Proceedings of the NAACL-HLT Workshop on Computational Neurolinguistics,
Murphy, B., Korhonen, A. and Chang, K-MK., 2010. Proceedings of the NAACL-HLT Workshop on Computational Neurolinguistics
Devereux, B., Kelly, C., Pilkington, N., Korhonen, A. and Poibeau, T., 2010. The Acquisition of Unconstrained Feature-Based Conceptual Representations from Corpora The Rovereto Workshop on Concepts, Actions, and Objects: Functional and Neural Perspectives,
Moore, S., Buchholz, S. and Korhonen, A., 2010. Annotating the enron email corpus with number senses Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010,
Devereux, B., Pilkington, N., Poibeau, T. and Korhonen, A., 2010. Large-Scale Acquisition of Feature-Based Conceptual Representations from Textual Corpora COGNITION IN FLUX,
Guo, Y., Silins, I., Korhonen, A., Sun, L., Liakata, M. and Stenius, U., 2010. Identifying the information structure of scientific abstracts: An investigation of three different schemes Proceedings of the Annual Meeting of the Association for Computational Linguistics,
2009
Schuler, KK., Korhonen, A. and Brown, S., 2009. VerbNet overview, extensions, mappings and applications NAACL-HLT 2009 - Human Language Technologies: 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Tutorial Abstracts,
Vlachos, A., Korhonen, A. and Ghahramani, Z., 2009. Unsupervised and constrained dirichlet process mixture models for verb clustering.
Moore, S., Buchholz, S. and Korhonen, A., 2009. Number Sense Disambiguation Proceedings of the 12th Conference of the Pacific Association for Computational Linguistics,
Sun, L., Korhonen, A., Silins, I. and Stenius, U., 2009. User-Driven Development of Text Mining Resources for Cancer Risk Assessment Proceedings ...,
Kipper-Schuler, K., Korhonen, A. and Brown, S., 2009. Proceedings of the NAACL 2009 Tutorial on VerbNet and Its Applications North American Chapter of the Association for Computational Linguistics - Human Language Technologies NAACL HLT,
2008
Sun, L., Korhonen, A. and Krymolowski, Y., 2008. Verb class discovery from rich syntactic data COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, v. 4919
Vlachos, A., Ghahramani, Z. and Korhonen, A., 2008. Dirichlet process mixture models for verb clustering
Lewin, I., Silins, I., Korhonen, A., Hogberg, J. and Stenius, U., 2008. A New Challenge for Text Mining: Cancer Risk Assessment Proceedings of the ISMB BioLINK Special Interest Group on Text Data Mining,
Korhonen, A., Lewin, I., Silins, I., Hogberg, J. and Stenius, U., 2008. CRAB - Cancer Risk Assessment and Biomedical Text Mining Proceedings of the European Conference on Computational Biology,
Messiant, C., Korhonen, A. and Poibeau, T., 2008. LexSchem: A large subcategorization lexicon for French verbs Proceedings of the 6th International Conference on Language Resources and Evaluation, LREC 2008,
Sun, L., Korhonen, A. and Krymolowski, Y., 2008. Automatic classification of English verbs using rich syntactic features IJCNLP 2008 - 3rd International Joint Conference on Natural Language Processing, Proceedings of the Conference, v. 2
2007
Buttery, P. and and Anna Korhonen, AV., 2007. The proceedings of the ACL 2007 Workshop on Cognitive Aspects of Computational Language Acquisition
Preiss, J., Briscoe, T. and Korhonen, A., 2007. A System for Large-Scale Acquisition of Verbal, Nominal and Adjectival Subcategorization Frames from Corpora. ACL,
Buttery, P. and Korhonen, A., 2007. I will shoot your shopping down and you can shoot all my tins: automatic lexical acquisition from the CHILDES database Proceedings of the Workshop on Cognitive Aspects of Computational Language Acquisition,
2006
Kipper, K., Korhonen, A., Ryant, N. and Palmer, M., 2006. A Large-Scale Extension of VerbNet with Novel Verb Classes Proceedings of EURALEX,
Korhonen, A., Krymolowski, Y. and Briscoe, T., 2006. A large subcategorization lexicon for natural language processing applications Proceedings of the 5th International Conference on Language Resources and Evaluation, LREC 2006,
Kipper, K., Korhonen, A., Ryant, N. and Palmer, M., 2006. Extending VerbNet with novel verb classes Proceedings of the 5th International Conference on Language Resources and Evaluation, LREC 2006,
Korhonen, A., Krymolowski, Y. and Collier, N., 2006. Automatic Classification of Verbs in Biomedical Texts COLING/ACL 2006, VOLS 1 AND 2, PROCEEDINGS OF THE CONFERENCE,
2005
Yallop, J., Korhonen, A. and Briscoe, T., 2005. Automatic Acquisition of Adjectival Subcategorization from Corpora. ACL,
Baldwin, T., Villavicencio, A. and Korhonen, A., 2005. Proceedings of the ACL-SIGLEX 2005 Workshop on Deep Lexical Acquisition
2004
Preiss, J. and Korhonen, A., 2004. WSD for subcategorization acquisition task description Proceedings of the SENSEVAL@ACL 2004: 3rd International Workshop on the Evaluation of Systems for the Semantic Analysis of Text - Held in cooperation with ACL 2004,
Tanaka, T., Villavicencio, A., Korhonen, A. and Bond, F., 2004. Proceedings of the ACL-SIGLEX 2004 Workshop on Multiword Expressions: Integrating Processing
Briscoe, T. and Korhonen, A., 2004. Extended Lexical-Semantic Classification of English Verbs Proceedings of the HLT/NAACL Workshop on Computational Lexical Semantics,
2003
Korhonen, A., Krymolowski, Y. and Marx, Z., 2003. Clustering polysemic subcategorization frame distributions semantically 41ST ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, PROCEEDINGS OF THE CONFERENCE,
Korhonen, A. and Preiss, J., 2003. Improving subcategorization acquisition using word sense disambiguation 41ST ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, PROCEEDINGS OF THE CONFERENCE,
2002
Preiss, J., Korhonen, A. and Briscoe, T., 2002. Subcategorization Acquisition as an Evaluation Method for WSD. LREC,
Korhonen, A. and Krymolowski, Y., 2002. On the Robustness of Entropy-Based Similarity Measures in Evaluation of Subcategorization Acquisition Systems Proceedings of the Annual Meeting of the Association for Computational Linguistics,
2000
Korhonen, A., Gorrell, G. and McCarthy, D., 2000. Statistical filtering and subcategorization frame acquisition PROCEEDINGS OF THE 2000 JOINT SIGDAT CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING AND VERY LARGE CORPORA,
Korhonen, A., 2000. Using semantically motivated estimates to help subcategorization acquisition PROCEEDINGS OF THE 2000 JOINT SIGDAT CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING AND VERY LARGE CORPORA,
1998
McCarthy, D. and Korhonen, A., 1998. Detecting verbal participation in diathesis alternations Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 2
