Using semantic models for Robust natural language human robot interaction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 9336 LNCS, Issue , 2015, Pages 343-356

  Bastianelli, Emanuele ^a   Croce, Danilo ^a   Basili, Roberto ^a   Nardi, Daniele ^b  

^a UNIVERSITY OF ROME TOR VERGATA   (Italy)

^b SAPIENZA UNIVERSITY OF ROME   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTATIONAL LINGUISTICS; LINGUISTICS; MAPPING; ROBOTICS; ROBOTS; SEMANTICS;

CONSUMER APPLICATIONS; DISTRIBUTIONAL SEMANTICS; INTUITIVE INTERFACES; LINGUISTIC EXPRESSIONS; MAPPING FUNCTIONS; NATURAL LANGUAGES; OPERATIONAL SCENARIO; ROBOTIC PLATFORMS;

HUMAN ROBOT INTERACTION;

EID: 84983458293     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-24309-2_26     Document Type: Conference Paper

References (25)

1. Bastianelli, E., Bloisi, D.D., Capobianco, R., Cossu, F., Gemignani, G., Iocchi, L., Nardi, D.: On-line semantic mapping. In: ICAR 2013, November 2013
2. Bastianelli, E., Castellucci, G., Croce, D., Basili, R., Nardi, D.: Huric: a human robot interaction corpus. In: Proceedings of LREC 2014, Reykjavik, Iceland, May 2014
3. Bunescu, R., Mooney, R.J.: Subsequence kernels for relation extraction. In: Submitted to the Ninth Conference on Natural Language Learning (CoNLL-2005), July 2006
4. Chen, D.L., Mooney, R.J.: Learning to interpret natural language navigation instructions from observations. In: Proceedings of the 25th AAAI Conference on AI, pp. 859–865 (2011)
5. Connell, J., Marcheret, E., Pankanti, S., Kudoh, M., Nishiyama, R.: An extensible language interface for robot manipulation. In: Bach, J., Goertzel, B., Iklé, M. (eds.) AGI 2012. LNCS, vol. 7716, pp. 21–30. Springer, Heidelberg (2012)
6. Golland, D., Liang, P., Klein, D.: A game-theoretic approach to generating spatial descriptions. In: Proceedings of the EMNLP 2010, Stroudsburg, PA, USA, pp. 410–419 (2010)
7. Guadarrama, S., Riano, L., Golland, D., Gohring, D., Jia, Y., Klein, D., Abbeel, P., Darrell, T.: Grounding spatial relations for human-robot interaction. In: IEEE/RSJ International Conference on Intelligent Robots and Systems, November 2013
8. Harnad, S.: The symbol grounding problem. Physica D: Nonlinear Phenomena 42(1–3), 335–346 (1990)
9. Harris, Z.: Distributional structure. In: Katz, J.J., Fodor, J.A. (eds.) The Philosophy of Linguistics. Oxford University Press (1964)
10. Hemachandra, S., Kollar, T., Roy, N., Teller, S.: Following and interpreting narrated guided tours. In: Proceedings of the ICRA 2011, Shanghai, China, pp. 2574–2579 (2011)
11. Kollar, T., Tellex, S., Roy, D., Roy, N.: Toward understanding natural language directions. In: Proceedings of the 5th ACM/IEEE, HRI 2010, Piscataway, NJ, USA, pp. 259–266 (2010)
12. Kruijff, G., Zender, H., Jensfelt, P., Christensen, H.: Clarification dialogues in human-augmented mapping. In: Proceedings of the HRI 2006 (2006)
13. Levenshtein, V.: Binary codes capable of correcting deletions. Insertions and eversals. In: Soviet Physics Doklady, vol. 10, p. 707 (1966)
14. Lodhi, H., Saunders, C., Shawe-Taylor, J., Cristianini, N., Watkins, C.: Text classification using string kernels. J. Mach. Learn. Res. 2, 419–444 (2002)
15. Mikolov, T., Chen, K., Corrado, G., Dean, J.: Efficient estimation of word representations in vector space. CoRR abs/1301.3781 (2013)
16. Miller, G.A.: Wordnet: A lexical database for english. Commun. ACM 38(11), 39–41 (1995)
17. Nüchter, A., Hertzberg, J.: Towards semantic maps for mobile robots. Robot. Auton. Syst. 56(11), 915–926 (2008)
18. Rosenthal, S., Biswas, J., Veloso, M.: An effective personal mobile robot agent through symbiotic human-robot interaction. In: Proceedings of AAMAS 2010, vol. 1, May 2010
19. Roy, D., yuh Hsiao, K., Gorniak, P., Mukherjee, N.: Grounding natural spoken language semantics in visual perception and motor control
20. Sahlgren, M.: The Word-Space Model. Ph.D. thesis, Stockholm University (2006)
21. Schütze, H.: Word space. In: Advances in Neural Information Processing Systems, vol. 5, pp. 895–902. Morgan Kaufmann (1993)
22. Steels, L., Vogt, P.: Grounding adaptive language games in robotic agents. In: Proceedings of the Fourth European Conference on Artificial Life, pp. 474–482. MIT Press (1997)
23. Tellex, S., Kollar, T., Dickerson, S., Walter, M., Banerjee, A., Teller, S., Roy, N.: Approaching the symbol grounding problem with probabilistic graphical models. AI Magazine 32(4) (2011)
24. Topp, E.A.: Human-Robot Interaction and Mapping with a Service Robot: Human Augmented Mapping. Ph.D. thesis, Royal Institute of Technology, School of Computer Science and Communication (2008)
25. Winkler, W.E.: The state of record linkage and current research problems. Tech. rep., Statistical Research Division, U.S. Census Bureau (1999)