2024
Fu, Z., Zhang, M., Meng, Z., Shen, Y., Buckeridge, D. and Collier, N., 2024. BAND: Biomedical Alert News Dataset Proceedings of the AAAI Conference on Artificial Intelligence, v. 38
Doi: http://doi.org/10.1609/aaai.v38i16.29757
Liu, Y., Su, Y., Shareghi, E. and Collier, N., 2024. Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024, v. 2
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,
Fu, Z., Yang, H., So, AMC., Lam, W., Bing, L. and Collier, N., 2023. On the Effectiveness of Parameter-Efficient Fine-Tuning Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023, v. 37
Liu, F., Piccinno, F., Krichene, S., Pang, C., Lee, K., Joshi, M., Altun, Y., Collier, N. and Eisenschlos, JM., 2023. MATCHA: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1
Zhang, M., Su, Y., Meng, Z., Fu, Z. and Collier, N., 2023. COFFEE: A Contrastive Oracle-Free Framework for Event Extraction Proceedings of the Annual Meeting of the Association for Computational Linguistics,
Liu, F., Eisenschlos, JM., Piccinno, F., Krichene, S., Pang, C., Lee, K., Joshi, M., Chen, W., Collier, N. and Altun, Y., 2023. DEPLOT: One-shot visual language reasoning by plot-to-table translation Proceedings of the Annual Meeting of the Association for Computational Linguistics,
Shu, C., Han, J., Liu, F., Shareghi, E. and Collier, N., 2023. POSQA: Probe the World Models of LLMs with Size Comparisons Findings of the Association for Computational Linguistics: EMNLP 2023,
Fu, Z., Su, Y., Meng, Z. and Collier, N., 2023. Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings,
Li, H., Lan, T., Fu, Z., Cai, D., Liu, L., Collier, N., Watanabe, T. and Su, Y., 2023. Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective Advances in Neural Information Processing Systems, v. 36
2022
Conforti, C., Berndt, J., Pilehvar, MT., Giannitsarou, C., Toxvaerd, F. and Collier, N., 2022. Incorporating Stock Market Signals for Twitter Stance Detection Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1
Meng, Z., Liu, F., Shareghi, E., Su, Y., Collins, C. and Collier, N., 2022. Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1
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
Zhou, W., Liu, F., Vulic, I., Collier, N. and Chen, M., 2022. Prix-LM: Pretraining for Multilingual Knowledge Base Construction Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1
Liu, Y., Su, Y., Shareghi, E. and Collier, N., 2022. Plug-and-Play Recipe Generation with Content Planning GEM 2022 - 2nd Workshop on Natural Language Generation, Evaluation, and Metrics, Proceedings of the Workshop,
Su, Y., Lan, T., Wang, Y., Yogatama, D., Kong, L. and Collier, N., 2022. A Contrastive Framework for Neural Text Generation Advances in Neural Information Processing Systems, v. 35
Okhmatovskaia, A., Shen, Y., Ganser, I., Collier, N., King, NB., Meng, Z. and Buckeridge, DL., 2022. A Conceptual Framework for Representing Events Under Public Health Surveillance. Stud Health Technol Inform, v. 294
Doi: http://doi.org/10.3233/SHTI220480
Su, Y., Liu, F., Meng, Z., Lan, T., Shu, L., Shareghi, E. and Collier, N., 2022. TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning Findings of the Association for Computational Linguistics: NAACL 2022 - Findings,
2021
Prokhorov, V., Li, Y., Shareghi, E. and Collier, N., 2021. Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders RepL4NLP 2021 - 6th Workshop on Representation Learning for NLP, Proceedings of the Workshop,
Su, Y., Cai, D., Zhou, Q., Lin, Z., Baker, S., Cao, Y., Shi, S., Collier, N. and Wang, Y., 2021. Dialogue response selection with hierarchical curriculum learning 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,
Conforti, C., Berndt, J., Pilehvar, MT., Giannitsarou, C., Toxvaerd, F. and Collier, N., 2021. Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter Corpus WASSA 2021 - Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the 11th Workshop,
Liu, F., Bugliarello, E., Ponti, EM., Redely, S., Collier, N. and Elliott, D., 2021. Visually Grounded Reasoning across Languages and Cultures EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings,
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
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,
Meng, Z., Liu, F., Clark, TH., Shareghi, E. and Collier, N., 2021. Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings,
Liu, F., Chen, M., Roth, D. and Collier, N., 2021. Visual Pivoting for (Unsupervised) Entity Alignment 35th AAAI Conference on Artificial Intelligence, AAAI 2021, v. 5B
Conforti, C., Berndt, J., Pilehvar, MT., Basaldella, M., Giannitsarou, C., Toxvaerd, F. and Collier, N., 2021. Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus. EACL Hackashop on News Media Content Analysis and Automated Report Generation, Hackashop 2021 at 16th conference of the European Chapter of the Association for Computational Linguistics, EACL 2021 - Proceedings,
Su, Y., Vandyke, D., Baker, S., Wang, Y. and Collier, N., 2021. Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021,
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,
Su, Y., Meng, Z., Baker, S. and Collier, N., 2021. Few-Shot Table-to-Text Generation with Prototype Memory Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021,
Su, Y., Vandyke, D., Wang, S., Fang, Y. and Collier, N., 2021. Plan-then-Generate: Controlled Data-to-Text Generation via Planning Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021,
Liu, Q., Liu, F., Collier, N., Korhonen, A. and Vulić, I., 2021. MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models Proceedings of the 25th Conference on Computational Natural Language Learning,
Doi: 10.18653/v1/2021.conll-1.44
Su, Y., Cai, D., Wang, Y., Vandyke, D., Baker, S., Li, P. and Collier, N., 2021. Non-Autoregressive Text Generation with Pre-trained Language Models Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics,
Meng, Z., Liu, F., Clark, T., Shareghi, E. and Collier, N., 2021. Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing,
Doi: 10.18653/v1/2021.emnlp-main.383
Liu, F., Vulic, I., Korhonen, A. and Collier, N., 2021. Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders 2021 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP 2021),
Clark, TH., Conforti, C., Liu, F., Meng, Z., Shareghi, E. and Collier, N., 2021. Integrating Transformers and Knowledge Graphs for Twitter Stance Detection W-NUT 2021 - 7th Workshop on Noisy User-Generated Text, Proceedings of the Conference,
Liu, F., Shareghi, E., Meng, Z., Basaldella, M. and Collier, N., 2021. Self-Alignment Pretraining for Biomedical Entity Representations NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference,
2020
Pilehvar, MT., Kartsaklis, D., Prokhorov, V. and Collier, N., 2020. CARD-660: Cambridge rare word dataset - A reliable benchmark for infrequent word representation models Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018,
Conforti, C., Berndt, J., Pilehvar, MT., Giannitsarou, C., Toxvaerd, F. and Collier, N., 2020. Will-they-won't-they: A very large dataset for stance detection on twitter Proceedings of the Annual Meeting of the Association for Computational Linguistics,
Liu, F., Shareghi, E., Meng, Z., Basaldella, M. and Collier, N., 2020. Self-Alignment Pretraining for Biomedical Entity Representations
Conforti, C., Berndt, J., Pilehvar, MT., Giannitsarou, C., Toxvaerd, F. and Collier, N., 2020. STANDER: An expert-annotated dataset for news stance detection and evidence retrieval Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020,
Basaldella, M., Liu, F., Shareghi, E. and Collier, N., 2020. COMETA: A corpus for medical entity linking in the social media EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference,
2019 (No publication date)
Conforti, C., Collier, N. and Pilehvar, M., 2019 (No publication date). Towards Automatic Fake News Detection: Cross-Level Stance Detection in News Articles
Conforti, C., Collier, N. and Pilehvar, M., 2019 (No publication date). Towards Automatic Fake News Detection: Cross-Level Stance Detection in News Articles
Doi: http://doi.org/10.17863/CAM.37758
2019
Prokhorov, V., Shareghi, E., Li, Y., Pilehvar, MT. and Collier, N., 2019. On the importance of the Kullback-Leibler divergence term in Variational Autoencoders for text generation EMNLP-IJCNLP 2019 - Proceedings of the 3rd Workshop on Neural Generation and Translation,
Basaldella, M. and Collier, N., 2019. BioReddit: Word embeddings for user-generated biomedical NLP LOUHI@EMNLP 2019 - 10th International Workshop on Health Text Mining and Information Analysis, Proceedings,
Prokhorov, V., Pilehvar, MT., Kartsaklis, D., Liò, P. and Collier, N., 2019. Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. AAAI,
Prokhorov, V., Pilehvar, MT., Kartsaklis, D., Liò, P. and Collier, N., 2019. Unseen word representation by aligning heterogeneous lexical semantic spaces 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019,
Can, DC., Le, HQ., Ha, QT. and Collier, N., 2019. A richer-but-smarter shortest dependency path with attentive augmentation for relation extraction 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
Conforti, C., Pilehvar, MT. and Collier, N., 2019. Modeling the fake news challenge as a cross-level stance detection task CEUR Workshop Proceedings, v. 2482
Prokhorov, V., Pilehvar, MT. and Collier, N., 2019. Generating knowledge graph paths from textual definitions using sequence-to-sequence models 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
2018
Gritta, M., Pilehvar, MT. and Collier, N., 2018. Which Melbourne? Augmenting geocoding with maps ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers), v. 1
Doi: http://doi.org/10.18653/v1/p18-1119
Kartsaklis, D., Pilehvar, MT. and Collier, N., 2018. Mapping text to knowledge graph entities using multi-sense LSTMs Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018,
Le, HQ., Can, DC., Vu, ST., Dang, TH., Pilehvar, MT. and Collier, N., 2018. Large-scale exploration of neural relation classification architectures Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018,
Pilehvar, MT., Kartsaklis, D., Prokhorov, V. and Collier, N., 2018. CARD-660: Cambridge rare word dataset - A reliable benchmark for infrequent word representation models Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018,
2017 (Accepted for publication)
Collier, NH., Pilehvar, MT., Limsopatham, N. and Gritta, M., 2017 (Accepted for publication). Vancouver Welcomes You! Minimalist Location Metonymy Resolution Proceedings of the Association of Computational Linguistics Annual Meeting (ACL 2017), Vancouver, Canada,
Doi: http://doi.org/10.18653/v1/P17-1115
2017
Le, HQ., Tran, MV., Can, DC., Ha, QT., Dang, TH. and Collier, N., 2017. Improving chemical-induced disease relation extraction with learned features based on convolutional neural network Proceedings - 2017 9th International Conference on Knowledge and Systems Engineering, KSE 2017, v. 2017-January
Doi: http://doi.org/10.1109/KSE.2017.8119474
Collier, N., Limsopatham, N., Culotta, A., Conway, M., Cox, IJ. and Lampos, V., 2017. WSDM 2017 workshop on mining online health reports WSDM workshop summary WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining,
Doi: http://doi.org/10.1145/3018661.3022761
Pilehvar, MT. and Collier, N., 2017. Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, v. 2, Short Papers
Pilehvar, MT., Camacho-Collados, J., Navigli, R. and Collier, N., 2017. Towards a seamless integration of word senses into downstream NLP applications 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/P17-1170
2016
Limsopatham, N. and Collier, N., 2016. Normalising Medical Concepts in Social Media Texts by Learning Semantic Representation Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL’16),
Limsopatham, N. and Collier, N., 2016. Fifth Workshop on Building and Evaluating Resources for Biomedical Text Mining (BioTxtM2016) at the 26th International Conference on Computational Linguistics (COLING 2016) Proceedings of the Fifth Workshop on Building and Evaluating Resources for Biomedical Text Mining,
Limsopatham, N. and Collier, NH., 2016. Bidirectional LSTM for Named Entity Recognition in Twitter Messages Proceedings of the 2nd Workshop on Noisy User-generated Text,
Collier, NH. and Pilehvar, MT., 2016. De-Conflated Semantic Representations Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing,
Doi: http://doi.org/10.18653/v1/D16-1174
2015
Limsopatham, N. and Collier, N., 2015. Adapting phrase-based machine translation to normalise medical terms in social media messages Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing,
Doi: http://doi.org/10.18653/v1/d15-1194
Limsopatham, N. and Collier, N., 2015. Towards the semantic interpretation of personal health messages from social media UCUI 2015 - Proceedings of the ACM 1st International Workshop on Understanding the City with Urban Informatics, co-located with CIKM 2015,
Doi: http://doi.org/10.1145/2811271.2811275
2014
Collier, N., Paster, F. and Tran, MV., 2014. The impact of near domain transfer on biomedical named entity recognition Proceedings of the 5th International Workshop on Health Text Mining and Information Analysis, Louhi 2014 at the 14th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2014,
Lofi, C., Nieke, C. and Collier, N., 2014. Discriminating rhetorical analogies in social media 14th Conference of the European Chapter of the Association for Computational Linguistics 2014, EACL 2014,
Doi: http://doi.org/10.3115/v1/e14-1059
2013
Tran, MV., Le, HQ., Phi, VT., Pham, TB. and Collier, N., 2013. Exploring a Probabilistic Earley Parser for Event Composition in Biomedical Texts Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 2013-October
Bao, Y., Collier, N. and Datta, A., 2013. A partially supervised cross-collection topic model for cross-domain text classification International Conference on Information and Knowledge Management, Proceedings,
Doi: http://doi.org/10.1145/2505515.2505556
Bao, Y., Collier, N. and Datta, A., 2013. Improving text categorization by augmenting topic features with a small number of word features WITS 2013 - 23rd Workshop on Information Technology and Systems: Leveraging Big Data Analytics for Societal Benefits,
Groza, T., Oellrich, A. and Collier, N., 2013. Using silver and semi-gold standard corpora to compare open named entity recognisers Proceedings - 2013 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2013,
Doi: http://doi.org/10.1109/BIBM.2013.6732541
2012
Doan, S., Ohno-Machado, L. and Collier, N., 2012. Enhancing twitter data analysis with simple semantic filtering: Example in tracking influenza-like illnesses Proceedings - 2012 IEEE 2nd Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2012,
Doi: http://doi.org/10.1109/HISB.2012.21
Liu, S., Yamada, M., Collier, N. and Sugiyama, M., 2012. Change-point detection in time-series data by relative density-ratio estimation Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 7626 LNCS
Doi: http://doi.org/10.1007/978-3-642-34166-3_40
Collier, N. and Doan, S., 2012. Syndromic classification of twitter messages Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, v. 91 LNICST
Doi: http://doi.org/10.1007/978-3-642-29262-0_27
Doan, S., Vo, BKH. and Collier, N., 2012. An analysis of twitter messages in the 2011 Tohoku Earthquake Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, v. 91 LNICST
Doi: http://doi.org/10.1007/978-3-642-29262-0_8
Collier, N., Tran, MV., Le, HQ., Oellrich, A., Kawazoe, A., Hall-May, M. and Rebholz-Schuhmann, D., 2012. A hybrid approach to finding phenotype candidates in genetic texts 24th International Conference on Computational Linguistics - Proceedings of COLING 2012: Technical Papers,
Lau, JH., Collier, N. and Baldwin, T., 2012. On-line trend analysis with topic models: Twitter trends detection topic model online 24th International Conference on Computational Linguistics - Proceedings of COLING 2012: Technical Papers,
Ananiadou, S., Salakoski, T., Pyysalo, S., Rebholz-Schuhmann, D., Rinaldi, F., Schneider, G., Clematide, S., Grigonyte, G., Shepherd, A., Burgun-Parenthoine, A., McClosky, D., Demner-Fushman, D., Ginter, F., Leitner, F., Nenadic, G., Yi, GS., Liu, H., Su, J., Lee, H., Kim, JD., Park, JC., Kim, JJ., Verspoor, K., Cohen, K., Miwa, M., Krallinger, M., Romacker, M., Volk, M., Krauthammer, M., Conway, M., Okazaki, N., Collier, N., Ruch, P., Lambrix, P., Zweigenbaum, P., Ohta, T., Sætre, R., Hahn, U., Chapman, W., Tsuruoka, Y., Sasaki, Y., Mulkar-Mehta, R., Zhang, W. and Stenetorp, P., 2012. Introductory remarks SMBM 2012 - Proceedings of the 5th International Symposium on Semantic Mining in Biomedicine,
Doi: http://doi.org/10.5167/uzh-64476
2010
Rebholz-Schuhmann, D., Yepes, AJ., Li, C., Kafkas, S., Lewin, I., Kang, N., Corbett, P., Milward, D., Buyko, E., Beisswanger, E., Hornbostel, K., Kouznetsov, A., Witte, R., Laurila, JB., Baker, CJO., Kuo, CJ., Clematide, S., Rinaldi, F., Farkas, R., Móra, G., Hara, K., Furlong, L., Rautschka, M., Neves, ML., Pascual-Montano, A., Wei, Q., Collier, N., Chowdhury, MFM., Lavelli, A., Berlanga, R., Morante, R., Van Asch, V., Daelemans, W., Marina, JL., Van Mulligen, E., Kors, J. and Hahn, U., 2010. Assessment of NER solutions against the first and second CALBC Silver Standard Corpus CEUR Workshop Proceedings, v. 714
Collier, N., Goodwin, RM., Mccrae, J., Doan, S., Kawazoe, A., Conway, M., Kawtrakul, A., Takeuchi, K. and Dien, D., 2010. An ontology-driven system for detecting global health events Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference, v. 2
Collier, N., 2010. Towards cross-lingual alerting for bursty epidemic events CEUR Workshop Proceedings, v. 714
Collier, N., Son, NT. and Nguyen, NM., 2010. OMG U got flu? Analysis of shared health messages for bio-surveillance CEUR Workshop Proceedings, v. 714
2009
Conway, M., Collier, N. and Doan, S., 2009. Using Hedges to Enhance a Disease Outbreak Report Text Mining System Proceedings ...,
Sinnou, T., Takeuchi, K. and Collier, N., 2009. Bio-medical term extraction on simple rule language 3rd International Symposium on Languages in Biology and Medicine, LBM 2009,
Rebholz-Schuhmann, D., Collier, N., Park, JC. and Wong, L., 2009. Preface 3rd International Symposium on Languages in Biology and Medicine, LBM 2009,
2008
Doan, S., Hung-Ngo, Q., Kawazoe, A. and Collier, N., 2008. Global health monitor - A web-based system for detecting and mapping infectious diseases IJCNLP 2008 - 3rd International Joint Conference on Natural Language Processing, Proceedings of the Conference, v. 2
Conway, M., Doan, S., Kawazoe, A. and Collier, N., 2008. Classifying disease outbreak reports using n-grams and semantic features 3rd International Symposium on Semantic Mining in Biomedicine, SMBM 2008 - Proceedings,
2007
Doan, S., Kawazoe, A. and Collier, N., 2007. The role of roles in classifying annotated biomedical text ACL 2007 - Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing,
Doi: http://doi.org/10.3115/1572392.1572396
Hoang, V., Nguyen, N., Dinh, D. and Collier, N., 2007. Topic-based Vietnamese news document filtering in the BioCaster Project Proceedings - ALPIT 2007 6th International Conference on Advanced Language Processing and Web Information Technology,
Doi: http://doi.org/10.1109/ALPIT.2007.56
Wei, Q., Krymolowski, Y. and Collier, N., 2007. Towards a methodology for entity error analysis in annotated corpora CEUR Workshop Proceedings, v. 289
2006
Kawazoe, A., Jin, L., Shigematsu, M., Barrero, R., Taniguchi, K. and Collier, N., 2006. The development of a schema for the annotation of terms in the BioCaster disease detecting/tracking system CEUR Workshop Proceedings, v. 222
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
Wattarujeekrit, T. and Collier, N., 2005. Exploring predicate-argument relations for named entity recognition in the molecular biology domain Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 3735 LNAI
Doi: http://doi.org/10.1007/11563983_23
Cohen, KB., Hirschman, L., Shatkay, H., Blaschke, C., Ananiadou, S., Aronson, L., Baldwin, B., Bodenreider, O., Bradshaw, S., Carpenter, B., Chang, J., Cohen, A., Collier, N., Fox, L., Futrelle, B., Harkema, H., Hearst, M., Hunter, L., Johnson, S., Light, M., Liu, H., Morgan, A., Pustejovsky, J., Rindflesch, T., Rzhetsky, A., Saric, J., Tanabe, L., Tsujii, JI., Valencia, A., Verspoor, K., Wilbur, J., Yu, H. and Blake, JA., 2005. Introduction ACL-ISMB 2005 - Linking Biological Literature, Ontologies and Databases: Mining Biological Semantics, Proceedings of the Workshop,
2004
Kawazoe, A., Kitamoto, A. and Collier, N., 2004. Annotation of coreference relations among linguistic expressions and images in biological articles Proceedings of the 4th International Conference on Language Resources and Evaluation, LREC 2004,
Mizuta, Y. and Collier, N., 2004. Zone identification in biology articles as a basis for information extraction Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications - JNLPBA '04,
Doi: 10.3115/1567594.1567600
Mizuta, Y. and Collier, N., 2004. An annotation scheme for a rhetorical analysis of biology articles Proceedings of the 4th International Conference on Language Resources and Evaluation, LREC 2004,
Mullen, T. and Collier, N., 2004. Incorporating topic information into sentiment analysis models Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 2004-July
Kim, J-D., Ohta, T., Tsuruoka, Y., Tateisi, Y. and Collier, N., 2004. Introduction to the bio-entity recognition task at JNLPBA Proceedings of the International Joint Workshop on Natural Language Processing in Biomedicine and its Applications - JNLPBA '04,
Doi: 10.3115/1567594.1567610
Kawazoe, A., Kitamoto, A. and Collier, N., 2004. Managing the semantics of coreference relations with Open Ontology Forge CEUR Workshop Proceedings, v. 184
Wattarujeekrit, T. and Collier, N., 2004. Integrating event frame annotation into the open ontology forge annotation tool CEUR Workshop Proceedings, v. 184
Mullen, T. and Collier, N., 2004. Sentiment analysis using support vector machines with diverse information sources Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing, EMNLP 2004 - A meeting of SIGDAT, a Special Interest Group of the ACL held in conjunction with ACL 2004,
2003
Collier, N., Takeuchi, K., Kawazoe, A., Mullen, T. and Wattarujeekrit, T., 2003. A framework for integrating deep and shallow semantic structures in text mining Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), v. 2773 PART 1
Doi: http://doi.org/10.1007/978-3-540-45224-9_110
2000
Nobata, C., Collier, N. and Tsujii, J., 2000. Comparison between tagged corpora for the named entity task Proceedings of the workshop on Comparing corpora -, v. 9
Doi: 10.3115/1117729.1117733
1999
Collier, N., Park, HS., Ogata, N., Tateishi, Y., Nobata, C., Ohta, T., Sekimizu, T., Imai, H., Ibushi, K. and Tsujii, JI., 1999. The GENIA project: Corpus-based knowledge acquisition and information extraction from genome research papers 9th Conference of the European Chapter of the Association for Computational Linguistics, EACL 1999,
Collier, N., Tsujii, J-I., Park, HS., Ogata, N., Tateishi, Y., Nobata, C., Ohta, T., Sekimizu, T., Imai, H. and Ibushi, K., 1999. The GENIA project Proceedings of the ninth conference on European chapter of the Association for Computational Linguistics -,
Doi: 10.3115/977035.977081
Jones, G., Sakai, T., Collier, N., Kumano, A. and Sumita, K., 1999. A comparison of query translation methods for English-Japanese cross-language information retrieval Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 1999,
Doi: http://doi.org/10.1145/312624.312690
1998
Collier, N., Hirakawa, H. and Kumano, A., 1998. Machine translation vs. dictionary term translation Proceedings of the 36th annual meeting on Association for Computational Linguistics -, v. 1
Doi: 10.3115/980845.980888
Collier, N., Ono, K. and Hirakawa, H., 1998. An experiment in hybrid dictionary and statistical sentence alignment Proceedings of the 17th international conference on Computational linguistics -, v. 1
Doi: 10.3115/980451.980889
Collier, N., Hirakawa, H. and Kumano, A., 1998. Machine translation vs. dictionary term translation - A comparison for English-Japanese news article alignment Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1
Collier, N., Ono, K. and Hirakawa, H., 1998. An experiment in hybrid dictionary and statistical sentence alignment Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1
1997
Collier, N., 1997. Convergence time characteristics of an associative memory for natural language processing IJCAI International Joint Conference on Artificial Intelligence, v. 2
