Professor Massimo Poesio

Teaching

Neural Networks and NLP (Postgraduate)

Natural Language Processing (NLP) has become one of the most important technologies in Artificial Intelligence. Automatic methods for processing natural language now find application in almost every aspect of our communication in person or online, in particular through social media. The increased use of Neural Networks has played an important role in the most recent progress of NLP, as NN techniques have delivered improved performance in applications ranging from language modelling (next word prediction) to speech to machine translation to sentiment analysis. The proposed module provides a thorough introduction to this cutting-edge approach to developing NLP systems.

Research

Research Interests:

Publications

• Alhelbawy A, Lattimer M, Kruschwitz U et al. (2020). An NLP-Powered Human Rights Monitoring Platform. nameOfConference

  
  

  DOI: 10.1016/j.eswa.2020.113365

  
  

  QMRO: qmroHref
• Madge C, Yu J, Chamberlain J et al. (2020). Crowdsourcing and aggregating nested markable annotations. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Fornaciari T, Cagnina L, Rosso P et al. (2020). Fake opinion detection: how similar are crowdsourced datasets to real data?. nameOfConference

  
  

  DOI: 10.1007/s10579-020-09486-5

  
  

  QMRO: qmroHref
• Moosavi NS, Born L, Poesio M et al. (2020). Using automatically extracted minimum spans to disentangle coreference evaluation from boundary detection. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Madge C, Bartle R, Chamberlain J et al. (2019). Incremental Game Mechanics applied to Text Annotation. nameOfConference

  
  

  DOI: 10.1145/3311350.3347184

  
  

  QMRO: qmroHref
• Madge C, Bartle R, Chamberlain J et al. (2019). Making text annotation fun with a clicker game. nameOfConference

  
  

  DOI: 10.1145/3337722.3341869

  
  

  QMRO: qmroHref
• Kicikoglu D, Bartle R, Chamberlain J et al. (2019). Wormingo: A 'true gamification' approach to anaphoric annotation. nameOfConference

  
  

  DOI: 10.1145/3337722.3341868

  
  

  QMRO: qmroHref
• Madge C, Bartle R, Chamberlain J et al. (2019). The design of a clicker game for text labelling. nameOfConference

  
  

  DOI: 10.1109/CIG.2019.8848068

  
  

  QMRO: qmroHref
• Poesio M, Chamberlain J, Paun S et al. (2019). A Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric Interpretation. the 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Uryupina O, Artstein R, Bristot A et al. (2019). Annotating a broad range of anaphoric phenomena, in a variety of genres: The ARRAU Corpus. nameOfConference

  
  

  DOI: 10.1017/S1351324919000056

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/58236
• Paun S, Chamberlain J, Kruschwitz U et al. (2018). A Probabilistic Annotation Model for Crowdsourcing Coreference. the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP)

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Chamberlain J, Kruschwitz U, Poesio M (2018). Optimising crowdsourcing efficiency: Amplifying human computation with validation. nameOfConference

  
  

  DOI: 10.1515/itit-2017-0020

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/58329
• Madge C, Chamberlain J, Kruschwitz U et al. (2017). Experiment-driven development of a GWAP for marking segments in text. nameOfConference

  
  

  DOI: 10.1145/3130859.3131332

  
  

  QMRO: qmroHref
• Chamberlain J, Bartle R, Kruschwitz U et al. (2017). Metrics of games-with-a-purpose for NLP applications. Symposium on Games For NLP (Games4NLP)

  
  

  DOI: doi

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/58480
• Madge C, Chamberlain J, Bartle R et al. (2017). Testing game mechanics in games with a purpose for NLP applications. Games4NLP Symposium

  
  

  DOI: doi

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/58239
• POESIO M, ANDERSON A, Clark S et al. (2017). Visually grounded and textual semantic models differentially decode brain activity associated with concrete and abstract nouns. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/31960
• Ginzburg J, Poesio M (2016). Grammar Is a System That Characterizes Talk in Interaction.. nameOfConference

  
  

  DOI: 10.3389/fpsyg.2016.01938

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/33424
• Rieser H, Poesio M (2016). Pandora's Box Opened. nameOfConference

  
  

  DOI: 10.1515/tl-2016-0015

  
  

  QMRO: qmroHref
• Uryupina O, Artstein R, Bristot A et al. (2016). ARRAU: Linguistically-motivated annotation of anaphoric descriptions. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Poesio M, Alhelbawy A, Fox C et al. (2016). Exploiting social media to address fundamental human rights issues. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Chamberlain J, Poesio M, Kruschwitz U (2016). Phrase detectives corpus 1.0 crowdsourced anaphoric coreference. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Kabadjov M, Kruschwitz U, Poesio M et al. (2016). The OnForumS corpus from the shared task on Online Forum Summarisation at MultiLing 2015. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Riccardi G, Bechet F, Danieli M et al. (2016). The SENSEI project: Making sense of human conversations. nameOfConference

  
  

  DOI: 10.1007/978-3-319-33500-1_2

  
  

  QMRO: qmroHref
• Alhelbawy A, Kruschwitz U, Poesio M (2016). Towards a corpus of violence acts in Arabic social media. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Kabadjov M, Steinberger J, Barker E et al. (2015). OnForumS: The shared task on online forum summarisation at MultiLing'15. nameOfConference

  
  

  DOI: 10.1145/2838706.2838709

  
  

  QMRO: qmroHref
• Anderson AJ, Bruni E, Lopopolo A et al. (2015). Reading visually embodied meaning from the brain: Visually grounded computational models decode visual-object mental imagery induced by written text. nameOfConference

  
  

  DOI: 10.1016/j.neuroimage.2015.06.093

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/31959
• Sikdar UK, Ekbal A, Saha S et al. (2015). Differential evolution-based feature selection technique for anaphora resolution. nameOfConference

  
  

  DOI: 10.1007/s00500-014-1397-3

  
  

  QMRO: qmroHref
• Giannakopoulos G, Steinberger J, Kubina J et al. (2015). MultiLing 2015: Multilingual summarization of single and multi-documents, on-line fora, and call-center conversations. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Poesio M, Chamberlain J, Kruschwitz U et al. (2015). Phrase detectives: Utilizing collective intelligence for internet-scale language resource creation. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Martinez-Alvarez M, Kruschwitz U, Hall W et al. (2015). Signal: Advanced real-time information filtering. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Althobaiti M, Kruschwitz U, Poesio M (2014). AraNLP: A Java-based library for the processing of Arabic text. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Anderson AJ, Murphy B, Poesio M (2014). Discriminating taxonomic categories and domains in mental simulations of concepts of varying concreteness. nameOfConference

  
  

  DOI: 10.1162/jocn_a_00508

  
  

  QMRO: qmroHref
• Fornaciari T, Poesio M (2014). Identifying fake Amazon reviews as learning from crowds. nameOfConference

  
  

  DOI: 10.3115/v1/e14-1030

  
  

  QMRO: qmroHref
• Cavicchio F, Melcher D, Poesio M (2014). The effect of linguistic and visual salience in visual world studies. nameOfConference

  
  

  DOI: 10.3389/fpsyg.2014.00176

  
  

  QMRO: qmroHref
• Althobaiti M, Kruschwitz U, Poesio M (2013). A semi-supervised learning approach to arabic named entity recognition. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Uryupina O, Poesio M (2013). Evalita 2011: Anaphora resolution task. nameOfConference

  
  

  DOI: 10.1007/978-3-642-35828-9_16

  
  

  QMRO: qmroHref
• Fornaciari T, Celli F, Poesio M (2013). The effect of personality type on deceptive communication style. nameOfConference

  
  

  DOI: 10.1109/EISIC.2013.8

  
  

  QMRO: qmroHref
• Fornaciari T, Poesio M (2013). Automatic deception detection in Italian court cases. nameOfConference

  
  

  DOI: 10.1007/s10506-013-9140-4

  
  

  QMRO: qmroHref
• Sikdar UK, Ekbal A, Saha S et al. (2013). Anaphora resolution for bengali: An experiment with domain adaptation. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Chamberlain J, Kruschwitz U, Poesio M (2013). Methods for engaging and evaluating users of human computation systems. nameOfConference

  
  

  DOI: 10.1007/978-1-4614-8806-4_54

  
  

  QMRO: qmroHref
• Anderson AJ, Bruni E, Bordignon U et al. (2013). Of words, eyes and brains: Correlating image-based distributional semantic models with neural representations of concepts. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Poesio M, Chamberlain J, Kruschwitz U et al. (2013). Phrase detectives: Utilizing collective intelligence for internet-scale language resource creation. nameOfConference

  
  

  DOI: 10.1145/2448116.2448119

  
  

  QMRO: qmroHref
• Fung P, Poesio M (2013). Preface: Programme committee co-chairs. nameOfConference

  
  

  DOI: doi

  
  

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• Bonin F, Cavulli F, Noriller A et al. (2012). Annotating archaeological texts: An example of domain-specific annotation in the humanities. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Althobaiti M, Kruschwitz U, Poesio M (2012). Identifying named entities on a university intranet. nameOfConference

  
  

  DOI: 10.1109/CEEC.2012.6375385

  
  

  QMRO: qmroHref
• Saha S, Ekbal A, Verma M et al. (2012). Active learning technique for biomedical named entity extraction. nameOfConference

  
  

  DOI: 10.1145/2345396.2345532

  
  

  QMRO: qmroHref
• Kr¿má¿ L, Ježek K, Poesio M (2012). Detection of semantic compositionality using semantic spaces. nameOfConference

  
  

  DOI: 10.1007/978-3-642-32790-2_43

  
  

  QMRO: qmroHref
• Akama H, Murphy B, Na L et al. (2012). Decoding semantics across fMRI sessions with different stimulus modalities: A practical MVPA study. nameOfConference

  
  

  DOI: 10.3389/fninf.2012.00024

  
  

  QMRO: qmroHref
• Cavicchio F, Poesio M (2012). (Non)cooperative dialogues: The role of emotions. nameOfConference

  
  

  DOI: 10.1177/0018720812440279

  
  

  QMRO: qmroHref
• Cavicchio F, Poesio M (2012). The Rovereto Emotion and Cooperation Corpus: A new resource to investigate cooperation and emotions. nameOfConference

  
  

  DOI: 10.1007/s10579-011-9163-y

  
  

  QMRO: qmroHref
• Fornaciari T, Poesio M (2012). DECOUR: A corpus of DEceptive statements in Italian COURts. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Uryupina O, Poesio M (2012). Domain-specific vs. uniform modeling for coreference resolution. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Ekbal A, Saha S, Uryupina O et al. (2011). Multiobjective simulated annealing based approach for feature selection in anaphora resolution. nameOfConference

  
  

  DOI: 10.1007/978-3-642-25917-3_5

  
  

  QMRO: qmroHref
• Iida R, Poesio M (2011). A cross-lingual ILP solution to zero anaphora resolution. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Poesio M, Diewald N, Stührenberg M et al. (2011). Markup infrastructure for the anaphoric bank: Supporting web collaboration. nameOfConference

  
  

  DOI: 10.1007/978-3-642-22613-7_10

  
  

  QMRO: qmroHref
• Robaldo L, Poesio M, Ducceschi L et al. (2011). Italian anaphoric annotation with the phrase detectives game-with-a-purpose. nameOfConference

  
  

  DOI: 10.1007/978-3-642-23954-0_39

  
  

  QMRO: qmroHref
• Uryupina O, Poesio M, Giuliano C et al. (2011). Disambiguation and filtering methods in using web knowledge for coreference resolution. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Murphy B, Poesio M, Bovolo F et al. (2011). EEG decoding of semantic category reveals distributed representations for single concepts. nameOfConference

  
  

  DOI: 10.1016/j.bandl.2010.09.013

  
  

  QMRO: qmroHref
• Kabadjov M, Steinberger J, Steinberger R et al. (2010). Enhancing N-gram-based summary evaluation using information content and a taxonomy. nameOfConference

  
  

  DOI: 10.1007/978-3-642-12275-0-71

  
  

  QMRO: qmroHref
• Baroni M, Murphy B, Barbu E et al. (2010). Strudel: A corpus-based semantic model based on properties and types. nameOfConference

  
  

  DOI: 10.1111/j.1551-6709.2009.01068.x

  
  

  QMRO: qmroHref
• Rodríguez KJ, Delogu F, Versley Y et al. (2010). Anaphoric annotation of wikipedia and blogs in the live memories corpus. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Broscheit S, Poesio M, Ponzetto SP et al. (2010). BART: A multilingual anaphora resolution system. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Poesio M, Baroni M, Lanz O et al. (2010). BabyExp: Constructing a huge multimodal resource to acquire commonsense knowledge like children do. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Poesio M, Uryupina O, Versley Y (2010). Creating a Coreference Resolution System for Italian. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Broscheit S, Ponzetto SP, Versley Y et al. (2010). Extending BART to provide a coreference resolution system for German. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Recasens M, Márquez L, Sapena E et al. (2010). SemEval-2010 task 1: Coreference resolution in multiple languages. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Cavicchio F, Poesio M (2010). The Rovereto Emotion and Cooperation Corpus. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Murphy B, Baroni M, Poesio M (2009). EEG responds to conceptual stimuli and corpus semantics. nameOfConference

  
  

  DOI: doi

  
  

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• Rieser H, Poesio M (2009). Interactive gesture in dialogue: A PTT model. nameOfConference

  
  

  DOI: doi

  
  

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• Poesio M, Day D, Mani I (2009). Janet Hitzeman Obituary. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Cavicchio F, Poesio M (2009). Multimodal corpora annotation: Validation methods to assess coding scheme reliability. nameOfConference

  
  

  DOI: 10.1007/978-3-642-04793-0_7

  
  

  QMRO: qmroHref
• Barbu E, Poesio M (2009). Unsupervised knowledge extraction for taxonomies of concepts from Wikipedia. nameOfConference

  
  

  DOI: doi

  
  

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• Chamberlain J, Poesio M, Kruschwitz U (2009). A demonstration of human computation using the phrase detectives annotation game. nameOfConference

  
  

  DOI: 10.1145/1600150.1600156

  
  

  QMRO: qmroHref
• Karamanis N, Poesio M, Mellish C et al. (2009). Evaluating centering for information ordering using corpora. nameOfConference

  
  

  DOI: 10.1162/coli.07-036-R2-06-22

  
  

  QMRO: qmroHref
• Kabadjov M, Steinberger J, Pouliquen B et al. (2009). Multilingual Statistical News Summarisation: Preliminary Experiments with English. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Versley Y, Moschitti A, Poesio M et al. (2008). Coreference systems based on kernels methods. nameOfConference

  
  

  DOI: doi

  
  

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• Poesio M, Artstein R (2008). Introduction to the special issue on ambiguity and semantic judgments. nameOfConference

  
  

  DOI: 10.1007/s11168-008-9057-3

  
  

  QMRO: qmroHref
• Cavicchio F, Poesio M (2008). Annotation of emotion in dialogue: The emotion in cooperation project. nameOfConference

  
  

  DOI: 10.1007/978-3-540-69369-7_26

  
  

  QMRO: qmroHref
• Poesio M (2008). Linguistic Claims Formulated in Terms of Centering Linguistic Claims Formulated in Terms of Centering A Re-Examination Using Parametric CB-Tracking Techniques. nameOfConference

  
  

  DOI: 10.1093/acprof:oso/9780195331639.003.0009

  
  

  QMRO: qmroHref
• Day D, Hitzeman J, Wick M et al. (2008). A corpus for cross-document Co-reference. nameOfConference

  
  

  DOI: doi

  
  

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• Poesio M, Kruschwitz U, Chamberlain J (2008). ANAWIKI: Creating anaphorically annotated resources through Web cooperation. nameOfConference

  
  

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• Poesio M, Artstein R (2008). Anaphoric annotation in the ARRAU corpus. nameOfConference

  
  

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• Versley Y, Ponzetto SP, Poesio M et al. (2008). BART: A modular toolkit for coreference resolution. nameOfConference

  
  

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• Poesio M, Almuhareb A (2008). Extracting concept descriptions from the web: The importance of attributes and values. nameOfConference

  
  

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• Artstein R, Poesio M (2008). Inter-coder agreement for computational linguistics. nameOfConference

  
  

  DOI: 10.1162/coli.07-034-R2

  
  

  QMRO: qmroHref
• Sutcliffe RFE, Steinberger J, Kruschwitz U et al. (2007). Identifying novel information using latent semantic analysis in the WiQA task at CLEF 2006. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Rodríguez KJ, Dipper S, Götze M et al. (2007). Standoff coordination for multi-tool annotation in a dialogue corpus. nameOfConference

  
  

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  QMRO: qmroHref
• Steinberger J, Poesio M, Kabadjov MA et al. (2007). Two uses of anaphora resolution in summarization. nameOfConference

  
  

  DOI: 10.1016/j.ipm.2007.01.010

  
  

  QMRO: qmroHref
• Sanchez-Graillet O, Poesio M (2007). Negation of protein-protein interactions: Analysis and extraction. nameOfConference

  
  

  DOI: 10.1093/bioinformatics/btm184

  
  

  QMRO: qmroHref
• Barbu E, Poesio M (2007). A comparison of feature norms and WordNet. nameOfConference

  
  

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• Sanchez-Graillet O, Poesio M (2007). Discovering contradicting protein-protein interactions in text. nameOfConference

  
  

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• Tesar R, Poesio M, Strnad V et al. (2006). Extending the single words-based document model: A comparison of bigrams and 2-itemsets. nameOfConference

  
  

  DOI: 10.1145/1166160.1166197

  
  

  QMRO: qmroHref
• Almuhareb A, Poesio M (2006). MSDA: Wordsense discrimination using context vectors and attributes. nameOfConference

  
  

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• Poesio M, Patel A, Di Eugenio B (2006). Discourse structure and anaphora in tutorial dialogues: An empirical analysis of two theories of the global focus. nameOfConference

  
  

  DOI: 10.1007/s11168-006-9005-z

  
  

  QMRO: qmroHref
• Poesio M, Sturt P, Artstein R et al. (2006). Underspecification and anaphora: Theoretical issues and preliminary evidence. nameOfConference

  
  

  DOI: 10.1207/s15326950dp4202_4

  
  

  QMRO: qmroHref
• Poesio M, Kabadjov MA, Goux P et al. (2006). An anaphora resolution-based anonymization module. nameOfConference

  
  

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• Sutcliffe RFE, Steinberger J, Kruschwitz U et al. (2006). Identifying novel information using Latent Semantic Analysis in the WiQA task at CLEF 2006. nameOfConference

  
  

  DOI: doi

  
  

  QMRO: qmroHref
• Steinberger J, Kabadjov MA, Poesio M et al. (2005). Improving LSA-based summarization with anaphora resolution. nameOfConference

  
  

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• Poesio M (2005). Domain modelling and NLP: Formal ontologies? Lexica? Or a bit of both?. nameOfConference

  
  

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• Goweder A, Poesio M, De Roeck A (2004). Broken plural detection for Arabic information retrieval. nameOfConference

  
  

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• Karamanis N, Mellish C, Oberlander J et al. (2004). A corpus-based methodology for evaluating metrics of coherence for text structuring. nameOfConference

  
  

  DOI: 10.1007/978-3-540-27823-8_10

  
  

  QMRO: qmroHref
• Poesio M, Kabadjov MA (2004). A general-purpose, off-the-shelf anaphora resolution module: Implementation and preliminary evaluation. nameOfConference

  
  

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• Sanchez-Graillet O, Poesio M (2004). Acquiring Bayesian networks from text. nameOfConference

  
  

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• Poesio M, Di Eugenio B, Stevenson R et al. (2004). Centering: A parametric theory and its instantiations. nameOfConference

  
  

  DOI: 10.1162/0891201041850911

  
  

  QMRO: qmroHref
• Poesio M, Modjeska NN (2004). Focus, activation, and this-noun phrases: An empirical study. nameOfConference

  
  

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• Garrod S, Poesio M (2002). Plumbing semantic depths in Amsterdam. nameOfConference

  
  

  DOI: 10.1016/S1364-6613(02)01878-8

  
  

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• Poesio M, Ishikawa T, Im Walde SS et al. (2002). Acquiring lexical knowledge for anaphora resolution. nameOfConference

  
  

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• Wright Hastie H, Poesio M, Isard S (2002). Automatically predicting dialogue structure using prosodic features. nameOfConference

  
  

  DOI: 10.1016/S0167-6393(01)00026-7

  
  

  QMRO: qmroHref
• Cheng H, Poesio M, Henschel R et al. (2001). Corpus-based NP modifier generation. nameOfConference

  
  

  DOI: doi

  
  

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• Vieira R, Poesio M (2000). An empirically based system for processing definite descriptions. nameOfConference

  
  

  DOI: 10.1162/089120100750105948

  
  

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• Vieira R, Poesio M (2000). An empirically based system for processing definite descriptions. nameOfConference

  
  

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