2022
- Damien Sileo, Philippe Muller, Tim Van de Cruys, Camille Pradel, A Pragmatics-Centered Evaluation Framework for Natural Language Understanding. LREC 2022: 2382-2394
- Nicolas Devatine, Philippe Muller, and Chloé Braud. 2022. Predicting Political Orientation in News with Latent Discourse Structure to Improve Bias Understanding. In Proceedings of the 3rd Workshop on Computational Approaches to Discourse, pages 77-85, Gyeongju, Republic of Korea and Online. International Conference on Computational Linguistics
- Antoine Elyn, Virginie Gardette, Axel Renoux, Sandrine Sourdet, Fati Nourhashemi, Brigitte Sanou, Michel Dutech, Philippe Muller, Adeline Gallini. Potential determinants of unfavourable healthcare utilisation trajectories during the last year of life of people with incident Alzheimer Disease or Related Syndromes: a nationwide cohort study using administrative data. Age and Ageing, 2022, 51 (3)
2021
- Gravellier, L., Hunter, J., Muller, P., Pellegrini, T., and Ferrané, I. Weakly supervised discourse segmentation for multiparty oral conversations. In Empirical Methods on Natural Language Processing (EMNLP 2021) (novembre 2021), Association for Computational Linguistics (ACL).
- Adeline Gallini, Axel Renoux, Silvan Siep, Aurélie Roustan, Thierry Voisin, Guillaume Escudier, Philippe Muller, and Virginie Gardette. Clustering 5-year multidimensional health care trajectory patterns in alzheimer's disease and related syndromes. Journal of the American Medical Directors Association, 22(7):1525--1534.e3, 2021.
- Bourgeade, T., Muller, P., & Cruys, T. Plongements Interprétables pour la Détection de Biais Cachés. In Traitement Automatique des Langues Naturelles (TALN 2021)(pp. 64-80). ATALA.
2020
- Liesbeth Degand and Philippe Muller, editors. Special Issue on Dialogue and Dialogue Systems, Traitement Automatique des Langues, volume 61, nb 3. ATALA, 2020.
- Sileo, D., Van De Cruys, T., Pradel, C., and Muller, P. DiscSense: Automated Semantic Analysis of Discourse Markers. In 12th Conference on Language Resources and Evaluation (LREC 2020) (Marseille, France, June 2020), pp. 991--999.
2019
- Sileo D, Van De Cruys T, Pradel C and Muller P, Mining Discourse Markers for Unsupervised Sentence Representation Learning, In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2019). Minneapolis, Minnesota, June, 2019. pp. 3477-3486. Association for Computational Linguistics.
- Roze C., Braud C. and Muller P., Which aspects of discourse relations are hard to learn? Primitive decomposition for discourse relation classification, In Proceedings of Special Interest Group on Discourse and Dialogue (SIGDIAL 2019), Stockholm, 11/09/2019-13/09/2019, Association for Computational Linguistics.
- Sileo D, Van De Cruys T, Pradel C and Muller P, Composition of Embeddings : Lessons from Statistical Relational Learning, In Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019). Minneapolis, Minnesota, June, 2019. pp. 33-43. Association for Computational Linguistics.
- Muller P, Braud C and Morey M , ToNy: Contextual embeddings for accurate multilingual discourse segmentation of full documents, In Proceedings of the Workshop on Discourse Relation Parsing and Treebanking 2019. Minneapolis, MN, June, 2019., pp. 115-124. Association for Computational Linguistics.
Winner of the multilingual discourse segmentation shared task.
We provide the code for training models, and [pretrained models for all languages/corpora of the shared task: French (others forthcoming)] - Damien Sileo, Tim Van de Cruys, Philippe Muller, and Camille Pradel. Apprentissage non-supervisé pour l'appariement et l'étiquetage de cas cliniques en français - DEFT2019 (unsupervised learning for matching and labelling of french clincal cases - DEFT2019 ). In Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Défi Fouille de Textes (atelier TALN-RECITAL), pages 81--90, Toulouse, France, 7 2019. ATALA.
- Tom Bourgeade and Philippe Muller. Représentation sémantique distributionnelle et alignement de conversations par chat (distributional semantic representation and alignment of online chat conversations ). In Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume II : Articles courts, pages 399--408, Toulouse, France, 7 2019. ATALA.
- Kate Thompson, Nicholas Asher, Philippe Muller, and Jérémy Auguste. Analyse faiblement supervisée de conversation en actes de dialogue (Weakly supervised dialog act analysis). In Conférence sur le Traitement Automatique des Langues Naturelles (TALN - PFIA 2019), volume II of Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN - PFIA 2019 ) Volume II : Articles courts, pages 159--166, Toulouse, France, July 2019. ATALA.
2018
- Morey, M., Muller, P., and Asher, N. A dependency perspective on RST discourse parsing and evaluation. Computational Linguistics 44, 2 (2018), 197-235.
- Hay, J., de Cruys, T. V., Muller, P., Doan, B., Popineau, F., and Benamsili, L. Complémentarités de représentations vectorielles pour la similarité sémantique. In Extraction et Gestion des Connaissances, EGC 2018, Paris, France, January 23-26, 2018 (2018), pp. 179-190.
2017
- Mathieu Morey, Philippe Muller, Nicholas Asher.
How much progress have we made on RST discourse parsing? A replication study of recent results on the RST-DT
In : EMNLP 2017, Empirical Methods on Natural Language Processing, Copenhagen, Denmark, Association for Computational Linguistics (ACL), (short paper) pp. 1330-1335, 2017. - Asher, N., Muller, P., Bras, M., Ho-Dac, M., Benamara, F., Afantenos, S. and Vieu, L.
ANNODIS and related projects: case studies on the annotation of discourse structure
Ide, N. & Pustejovsky, J. (ed.), Handbook of Linguistic Annotation, Springer, pp 1241-1264 2017
ISBN: 9402408797, 9789402408799 - Sileo, D., Muller, P., Van de Cruys, T., and Pradel, C. Système d'ensemble pour la classification de tweets, DEFT2017. In Défi Fouille de Textes@TALN/RECITAL 2017 - Analyse d'opinion et langage figuratif dans des tweets en français, Orléans, 26/06/2017-30/06/2017 Association pour le Traitement Automatique des Langues (ATALA)
- Sileo, D., Muller, P., Van de Cruys, T., and Pradel, C. Changement stylistique de phrases par apprentissage faiblement supervisé (short paper). In Traitement Automatique des Langues Naturelles (TALN), Orléans, 26/06/2017-30/06/2017 Association pour le Traitement Automatique des Langues (ATALA)
- Sileo, D., Pradel, C., Muller, P., and Van de Cruys, T. Synapse at CAp 2017 NER challenge: Fasttext CRF (regular paper). In Conférence francophone sur l'apprentissage automatique (CAp), Grenoble, France, 28/06/2017-30/06/2017
2016
-
Shafqat Virk, Philippe Muller, Juliette Conrath
A Supervised Approach for Enriching the Relational Structure of Frame Semantics in FrameNet
Proceedings of the International Conference on Computational Linguistics (COLING), Osaka, Japan, Dec 11-17, 2016. pp 3542-3552 - Djemaa, M., Candito, M., Muller, P. and Vieu, L.
Corpus Annotation within the French FrameNet: a Domain-by-domain Methodology Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, Portorož, Slovenia, May 23-28, 2016. - Vieu, L., Muller, P., Candito, M. and Djemaa, M.
A General Framework for the Annotation of Causality Based on FrameNet
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, Portorož, Slovenia, May 23-28, 2016. - Muller, P., Conrath, J., Afantenos, S. and Asher, N.
Data-driven discourse markers representation and classification
In Degand, L., Der, C., Furko, P. & Webber, B. (ed.) "TextLink --- Structuring Discourse in Multilingual Europe Second Action Conference" 2016, pp. 93-97
2015
- Conrath, J., Afantenos, S., Asher, N. and Muller, P.
LECSIE - Linked Events Collection for Semantic Information Extraction (regular paper)
Computational Linguistics in the Netherlands, Antwerp, 05/02/2015-06/02/2015, University of Antwerp.
2014
- Philippe Muller, Cécile Fabre, Clementine Adam.
Predicting the relevance of distributional semantic similarity with contextual information.
In Annual Meeting of the Association for Computational Linguistics (ACL 2014), Baltimore, 23/06/2014-25/06/2014, Association for Computational Linguistics (ACL), p. 479-488, juin 2014.
[Slides] - Juliette Conrath, Stergos Afantenos, Nicholas Asher, Philippe Muller.
Unsupervised extraction of semantic relations using discourse cues.
In International Conference on Computational Linguistics (COLING 2014), Dublin, Irlande, 23/08/2014-29/08/2014, Association for Computational Linguistics (ACL), p. 2184-2194, august 2014.
- P. Muller
Computational pragmatics : time, space and discourse --- Phénomènes contextuels en TAL: temps, espace et discours .
Habilitation à diriger des Recherches, 2014, Université Paul Sabatier, Toulouse. Presentation slides (English) - Verena Rieser, Philippe Muller.
Proceedings of Semdial 2014, DialWatt, Edinburgh, septembre 2014. - Lucie Barque, Marie Candito, Philippe Muller.
Temporal annotation within frame semantics.
In Chronos, 11th International Conference on Actionality, Tense, Aspect, Modality/Evidentiality, Pisa, Italy, June 2014. -
Juliette Conrath, Stergos Afantenos, Nicholas Asher, Philippe Muller.
Extraction non supervisée de relations sémantiques lexicales.
In Traitement Automatique des Langues Naturelles (TALN 2014), Marseille, 01/07/2014-04/07/2014, Brigitte Bigi, (Eds.), Association Francophone pour la Communication Parlée (AFCP) et Association pour le Traitement Automatique des Langues (ATALA), p. 244-255, juillet 2014. - Cécile Fabre, Nabil Hathout, Lydia-Mai Ho-Dac, Philippe Muller, Franck Sajous, Ludovic Tanguy, Tim Van de Cruys.
Présentation de l'atelier SemDis 2014 : sémantique distributionnelle pour la substitution lexicale et l'exploration de corpus spécialisés.
In Ateliers TALN, Marseille, 01/07/2014-04/07/2014, Laboratoire Parole et Langage, p. 196-205, juillet 2014. -
Marie Candito, Pascal Amsili, Lucie Barque, Farah Benamara, Gaël De Chalendar, Marianne Djemaa, Pauline Haas, Richard Huyghe, Yvette Yannick, Philippe Muller, Benoît Sagot, Laure Vieu.
Developing a French FrameNet: Methodology and First results
In Language Resources and Evaluation Conference (LREC 2014), Reykjavik, 26/05/2014-31/05/2014, Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Hrafn Loftsson, Bente Maegaard (Eds.), European Language Resources Association (ELRA), (poster presentation), mai 2014.
2013
- Adam, C., Fabre, C., and Muller, P. Évaluer et améliorer une ressource distributionnelle : protocole d'annotation de liens sémantiques en contexte. TAL 54, 1 (2013), 71-97. [ bib |http]
- Venant, A., Asher, N., Muller, P., Denis, P., and Afantenos, S. Expressivity and comparison of models of discourse structure. In Proceedings of the SIGDIAL 2013 Conference (2013), Association for Computational Linguistics, pp. 2-11. [ bib | http ]
- Van de Cruys, T., Afantenos, S., and Muller, P. Melodi: Semantic similarity of words and compositional phrases using latent vector weighting. In Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013) (Atlanta, Georgia, USA, June 2013), Association for Computational Linguistics, pp. 98-102. [ bib | http ]
- Van de Cruys, T., Afantenos, S., and Muller, P. Melodi: A supervised distributional approach for free paraphrasing of noun compounds. In Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013) (Atlanta, Georgia, USA, June 2013), Association for Computational Linguistics, pp. 144-147. [ bib | http ]
2012
- Philippe Muller, Stergos Afantenos, Pascal Denis, and Nicholas Asher. Constrained decoding for text-level discourse parsing. In Proceedings of COLING 2012, pages 1883-1900, Mumbai, India, December 2012. The COLING 2012 Organizing Committee. [ acl anthology ] [slides]
-
Inderjeet Mani and Philippe Muller, editors.
Special issue on Processing of Temporal and Spatial Information
in Language, 53 (2).
TAL, 2012.
[on-line], [introduction to the special issue] - Charlotte Roze, Laurence Danlos, and Philippe Muller. Lexconn: A french lexicon of discourse connectives. Discours, (10), 13p, 2012. [http]
-
S. Afantenos, N. Asher, F. Benamara, M. Bras, C. Fabre,
M. Ho-Dac, A. Le Draoulec, P. Muller, M.-P. Pery-Woodley,
L. Prevot, J. Rebeyrolles, L. Tanguy, M. Vergez-Couret,
and L. Vieu.
An empirical resource for discovering cognitive principles of discourse organisation: the annodis corpus. In N. Calzolari, K. Choukri, T. Declerck, M. Ugur Dogan, B. Maegaard, J. Mariani, J. Odijk, and S. Piperidis, editors, Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12). ELRA, 2012. [pdf] -
S. Afantenos, N. Asher, F. Benamara, A. Cadilhac, C. Degremont, P. Denis,
M. Guhe, S. Keizer, A. Lascarides, O. Lemon, P. Muller, S. Paul, V. Popescu,
V. Rieser, and L. Vieu.
Developing a corpus of strategic conversation in the settlers of catan. In Noriko Tomuro and Jose Zagal, editors, Proceedings of the 1st Workshop on Games and NLP (GAMNLP-12), page 7 p, 2012. -
N. Asher, A. Lascarides, O. Lemon, M. Guhe, V. Rieser, P. Muller,
S. Afantenos, F. Benamara, L. Vieu, P. Denis, S. Paul, S. Keizer, and
C. Degremont.
Modelling strategic conversation: the stac project. In Sarah Brown-Schmidt, Jonathan Ginzburg, and Staffan Larsson, editors, Proceedings of 16th Workshop on the Semantics and Pragmatics of Dialogue, pages 145-146, 2012. (poster). -
S. Afantenos, N. Asher, F. Benamara, A. Cadilhac, C. Degremont, P. Denis,
M. Guhe, S. Keizer, A. Lascarides, O. Lemon, P. Muller, S. Paul, V. Popescu,
V. Rieser, and L. Vieu.
Modelling strategic conversation: model, annotation design and corpus. In Sarah Brown-Schmidt, Jonathan Ginzburg, and Staffan Larsson, editors, Proceedings of 16th Workshop on the Semantics and Pragmatics of Dialogue, pages 167-168, 2012. (poster). - Muller, P., Vergez, M., Prévot, L., Asher, N., Benamara, F., Bras, M., Le Draoulec, A., and Vieu, L. Manuel d'annotation en relations de discours du projet annodis. Tech. Rep. 21, CLLE, december 2012. [ bib | pdf ]
2011
- P. Denis and P. Muller. 2011. Predicting globally-coherent temporal structures from texts via endpoint inference and graph decomposition. Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011),pp 1788-1793, Barcelona, Spain. [pdf]
- Xavier Tannier and Philippe Muller. Evaluating Temporal Graphs Built from Texts via Transitive Reduction. Journal of Artificial Intelligence Research, (40):375-413, 2011. [.pdf]
- N. Asher, A. Venant, P. Muller, and S. Afantenos. Complex discourse units and their semantics. In Proceedings of Constraints in Discourse, 2011.
- P. Muller and P. Langlais. Comparing distributional and mirror translation similarities for extracting synonyms. In Cory Butz and Pawan Lingras, editors, Proceedings of the 24th Canadian Conference on Artificial Intelligence, LNAI, St John's, Canada, pages 323-334, 2011. Springer. [.pdf]
- P. Muller and P. Langlais. Comparaison d'une approche miroir et d'une approche distributionnelle pour l'extraction de mots sémantiquement reliés. In 18e Conférence sur le Traitement Automatique des Langues Naturelles (TALN'11), pages 235-246, 2011. [.pdf]
2010
- Denis, P., and Muller, P. Comparison of different algebras for inducing the temporal structure of texts. In Proceedings of Coling 2010 (Beijing, 2010), pp. 250-258. [ bib | .pdf ]
- Afantenos, S. D., Denis, P., Muller, P., and Danlos, L. Learning recursive segments for discourse parsing. In Proceedings of the International Conference on Language Resources and Evaluation, LREC 2010 (Valletta, Malta, 2010). [ bib | .html ]
- Roze, C., Danlos, L., and Muller, P. Lexconn: a french lexicon of discourse connectives. In Proceedings of Multidisciplinary Approaches to Discourse (MAD 2010) (Moissac, 2010). [ bib | .pdf ]
- Adam, C., Muller, P., and Fabre, C. Une évaluation de l'impact des types de textes sur la tâche de segmentation thématique. In Traitement Automatique des Langues Naturelles (TALN), Montréal (http://www.atala.org/, 2010), M. Gagnon and P. Langlais, Eds., Association pour le Traitement Automatique des Langues (ATALA), p. (support électronique). [ bib | .pdf ]
- Muller, P., and Langlais, P. Comparaison de ressources lexicales pour l'extraction de synonymes. In Traitement Automatique des Langues Naturelles (TALN), Montréal (http://www.atala.org/, 2010), M. Gagnon and P. Langlais, Eds., Association pour le Traitement Automatique des Langues (ATALA), p. (support électronique). (short paper). [ bib | .pdf ]
2009
- Ludovic Tanguy, Fanny Lalleman, Claire Francois, Philippe Muller, and Patrick Seguela. RHECITAS: citation analysis of French humanities articles. In Proceedings of Corpus Linguistics 2009, Manchester, 2009.
- P. Muller and L. Prévot. Grounding information in route explanation dialogues. In K. R. Coventry, T. Tenbrink, and J. Bateman, editors, Spatial Language and Dialogue. Oxford University Press, 2009. [http ]
- Xavier Tannier and Philippe Muller. Evaluating Temporal Graphs built from Texts via Transitive Reduction. Technical report, LIMSI, novembre 2009.
- M.P. Pery-Woodley, N. Asher, P. Enjalbert, F. Benamara, M. Bras, C. Fabre, S. Ferrari, L-M. Ho-Dac, A. Le Draoulec, Y. Mathet, P. Muller, L. Prevot, J. Rebeyrolle, L. Tanguy, M. Vergez-Couret, L. Vieu, and A. Widlocher. ANNODIS: une approche outillee de l'annotation de structures discursives. In Actes de TALN 2009, Senlis, 2009. Note: Poster. [http]
2008
- Tannier, X., and Muller, P. Evaluation Metrics for Automatic Temporal Annotation of Texts. In Language Resources and Evaluation Conference (LREC), Marrakech, 28/05/2008-30/05/2008 (http://www.elra.info, mai 2008), European Language Resources Association (ELRA), p. [ bib | http ]
- Muller, P., and Prévot, L. The rhetorical attachment of questions and answers. In Meaning, Intentions, and Argumentation, K. Korta and J. Garmendia, Eds., vol. 186 of (CSLI-LN) Center for the Study of Language and Information - Lecture Notes. University of Chicago Press, http://www.journals.uchicago.edu/, march 2008, pp. 0-0. [ bib | http ]
- Parent, G., Gagnon, M., and Muller, P. Annotation d'expressions temporelles et d'événements en français. In Traitement Automatique des Langues Naturelles (TALN), Avignon, 09/06/08-13/06/08 (http://www.atala.org/, 2008), F. Béchet, Ed., Association pour le Traitement Automatique des Langues (ATALA), [ bib | .html ]
- Asher, N., Muller, P., and Gaio, M. Spatial entities are temporal entities too: the case of motion verbs. In Methodologies and Resources for Processing Spatial Language (Workshop LREC'2008), Marrakech, 31/05/08 pp 16-21. [ bib | .html ]
- Hathout, N. and Muller, P., editors. Traitement Automatique des Langues Naturelles, Actes de la 14e conférence, Toulouse, 05/06/2007 - 08/06/2007, ISBN : 2-9520326-8-8, 2007. IRIT Press. proceedings
- Muller, P. and V. Dugat. chapter Représentations en logique classique in "Raisonnements sur l'espace et le temps", F. Le Ber, G. Ligozat and O. Papini (eds.), Hermès, 2007.
- Muller, Philippe, The Temporal Essence of Spatial Objects. In The Categorization of Spatial Entities in Language and Cognition, Aurnague, Michel, Maya Hickmann and Laure Vieu (eds.), 459 ff, John Benjamins Publishing, 2007.
- Aurnague, Michel, Maud Champagne, Laure Vieu, Andrée Borillo, Philippe Muller, Jean-Luc Nespoulous and Laure Sarda, Categorizing Spatial Entities with Frontal Orientation: The Role of Function, Motion and Saliency in the Processing of the French Internal Localization Nouns avant/devant. In The Categorization of Spatial Entities in Language and Cognition, Aurnague, Michel, Maya Hickmann and Laure Vieu (eds.), 213 ff, John Benjamins Publishing, 2007.
- Philippe Muller Nicolas Maudet and Laurent Prévot. Social constraints on rhetorical relations in dialogue. In Anton Benz & Peter Kuhnlein Candy Sidner, John Harpur, editor, Proceedings of the Workshop on Constraints in Discourse, Maynooth, Ireland, 2006.
- Philippe Muller, Nabil Hathout, and Bruno Gaume. Synonym extraction using a semantic distance on a dictionary. In D. Boguraev and R. Mihalcea, editors, Proceedings of the HLT/NAACL workshop Textgraphs, New York, NY, 2006. Association for Computational Linguistics.
- Marie Safarova, Philippe Muller, and Laurent Prévot.
The discourse function of final rises in french dialogues.
In Ninth Workshop On The Semantics And Pragmatics Of Dialogue
(Semdial), Nancy, 6-9 juin 2005.
- P. Muller and A. Reymonet.
Using inference for evaluating models of temporal discourse.
In 12th International Symposium on Temporal Representation and
Reasoning. IEEE Computer Society Press, 2005, pp 11-19.
- Nicolas Maudet, Philippe Muller, and Laurent Prévot.
Speech acts, discourse structure and public commitments.
In 9th International Pragmatics Conference, Riva del garda,
2005.
- P. Muller and L. Prévot, "Grounding information in route explanation dialogues". poster presentation, 5th Workshop on Language and Space, 23-25 October, 2005, Delmenhorst, Germany Paper
2004
- P. Denis and P. Muller. A semantics for temporally dependent referring expressions. In O. Bonami and P. Cabredo Hofherr, editors, Empirical Issues in Syntax and Semantics 5, Papers from Cssp 2003, pages 45-62, 2004. http://www.cssp.cnrs.fr/eiss5/.
- P. Muller and X. Tannier. Annotating and measuring temporal relations in texts. In Proceedings of Coling 2004, volume I, pages 50-56, Genève, 2004, Association for Computational Linguistics.
- B. Gaume, N. Hathout, and P. Muller. Word sense disambiguation using a dictionary for sense similarity measure. In Proceedings of Coling 2004, volume II, pages 1194-1200, Genève, 2004, Association for Computational Linguistics.
- P. Muller and X. Tannier. Une méthode pour l'annotation de relations temporelles dans des textes et son évaluation. In Actes de la Conférence Traitement Automatique du Langage Naturel (TALN'2004), Fez, Maroc, 2004.
- B. Gaume, N. Hathout, and P. Muller. Désambiguïsation par proximité structurelle. In Actes de la Conférence Traitement Automatique du Langage Naturel (TALN'2004), Fez, Maroc, 2004.
- N. Maudet and P. Muller and L. Prévot. Conversational gameboard and discourse
structure, (poster) Catalog 2004, 8th workshop on the
semantics and pragmatics
of
dialogue, pp 158-159. (longer
abstract)
- P. Denis and P. Muller A semantics for temporally dependent referring expressions Cssp 2003, Colloque de Syntaxe et Sémantique de Paris, 2003.
- P. Muller and L. Prévot An empirical study of acknowledgment structures. 2003. Diabruck 2003, 7th workshop on the semantics and pragmatics of dialogue, pages . Saarbrücken.
- N. Maudet and P. Muller Pour un dialogue entre jeux et rhétorique. 2003. Modèles Formels de l'Interaction, Actes des Secondes Journées francophones, pages 189-198. Cépaduès Editions. [pre-proof version, pdf]
- P. Gambarotto, P. Muller Ontological problems for the semantics of spatial expressions in natural language. 2003. Representing direction in language and space,, pages 144-165, Emile van der Zee and Jon Slack editors, Oxford University Press.
- L. Prévot and P. Muller and P. Denis and L. Vieu Une approche sémantique et rhétorique du dialogue - Un cas d'étude : L'explication d'un itinéraire. Traitement automatique des langues, 43(2), pp 43-70, 2002. [pre-proof version, pdf] .
- P. Muller and L. Prévot Conversation sous les topiques, du contenu propositionnel à la structure du dialogue. Information - Interaction - Intelligence, Hors série 2002, pp 179-196.
- P. Muller Topological Spatio-Temporal Reasoning and Representation. 2002. Computational Intelligence, 18(3):420-450, [pre-proof version, pdf (218K)] .
- P. Muller, L. Prévot. Conversation sous les topiques, du contenu propositionnel à la structure du dialogue. In Actes des premières journées francophones "Modèles formels de l'interaction",, Toulouse, 2001.
- J. Lang, P. Muller. Plausible reasoning from spatial observations. In Uncertainty in AI: Proceedings of the 17th Conference, Morgan Kaufmann, 2001. [pdf (236K)]
- Philippe Muller, Laurent Prévot, The rhetorical attachment of questions and answers, Proceedings of SPR'01, Semantics, Pragmatics, Rhetoric, 2001, Donostia, 21-24 Novembre
- P. Muller P. Balbiani. Le raisonnement spatial. In Le temps, l'espace et l'évolutif en sciences du traitement de l'information. Cepadues Editions, 2000. [pdf (100K)]
- P. Muller P. Gambarotto. Ontological problems for the semantics of spatial expressions in natural language. In E. van der Zee, editor, Proceedings of the Axes and Vectors Workshop, Lincoln, 2000. (an extended version is to be published in a collection by Oxford UP in 2002)
- P. Muller. Raisonnement spatial qualitatif : le cas du mouvement. Revue d'intelligence artificielle, 13(2):325-353, décembre 1999. [pdf (171Ko)]
- P. Muller and L. Sarda. Représentation de la sémantique des verbes de déplacements transitifs du français. Traitement Automatique des Langues, 39(2):127-147, 1999. [.pdf (140Ko)]
- P. Muller. Éléments d'une théorie du mouvement pour la modélisation du raisonnement spatio-temporel de sens commun. PhD thesis, Université Paul Sabatier, Toulouse, 1998.
- P. Muller. A qualitative theory of motion based on spatio-temporal primitives. In A.G. Cohn, L.K. Schubert, and S.C. Shapiro, editors, Principles of Knowledge Representation and Reasoning: Proceedings of the Sixth International Conference (KR'98). Morgan Kaufmann, 1998. [pdf (115K)]
- P. Muller. Space-time as a primitive for space and motion. In Proceedings of the International Conference on Formal Ontology in Information Systems (FOIS98), Frontiers in Artificial Intelligence and Applications. IOS Press, 1998. [.pdf (100Ko)]
- P. Muller. Une théorie qualitative de l'espace-temps. In Actes de RFIA98, Clermont-Ferrand, 1998.
- N. Maudet and P. Muller. Implicature et interprétation spatiale. In J. Lang and P. Marquis, editors, RJCIA'98, 1998.
- P. Muller and L. Sarda. Représentation de la sémantique des verbes de déplacements transitifs du français. In Actes de la Conférence Traitement Automatique du Langage Naturel (TALN'98), Paris, Juin 1998.
- P. Muller and L. Sarda. The semantics of french transitive movement verbs and the ontological nature of their objects. In Proceedings of the International Colloquium of Cognitive Science (ICCS'97), Donostia-San Sebastian, May 1997. [.ps (80Ko)]
- P. Muller. Représentations de voies de communication pour la description d' itinéraires. In T. Schaub, L. Siklóssy, and P. Lamarre, editors, RJCIA'96, pages pp 145-150, 1996.
- P. Muller. Representing road networks for some cases of motion description. ECAI workshop on Representation and Processes between Natural Language and Vision, Budapest, 1996.