Spring 2012 Meeting Time & Place

• Every other Tuesday 3-4pm in ENS 32NEA

Scheduled Meetings

Date	Time	Place	Paper
04/03/2012	3PM	ENS 32NEA	Chao, C.; Cakmak, M.; Thomaz, A.L Towards grounding concepts for transfer in goal learning from demonstration, Development and Learning (ICDL), 2011 IEEE International Conference on , vol.2, no., pp.1-6, 24-27 Aug. 2011

* Future meetings subject to rearrangement.
* Please send in suggestions for new papers to discuss, or vote for a paper from the currently proposed papers.

Past Meetings

Date	Time	Place	Paper
03/20/2012	3PM	ENS 32NEA	Tanvi Motwani and Raymond Mooney Improving Video Activity Recognition using Object Recognition and Text Mining, Submitted to ECAI,2012
02/28/2012	3PM	ENS 32NEA	Chee Wee Leong and Rada Mihalcea Going Beyond Text: A Hybrid Image-Text Approach for Measuring Word Relatedness, in Proceedings of the International Joint Conference on Natural Language Processing (IJCNLP 2011), Chiang Mai, Thailand, November 2011
02/14/2012	3PM	ENS 32NEA	K, Saenko and T. Darrell Unsupervised Learning of Visual Sense Models for Polysemous Words, Proc. NIPS, December 2008, Vancouver, Canada
01/31/2012	3PM	ENS 32NEA	Stefanie Tellex, Thomas Kollar, Steven Dickerson, Matthew R. Walter, Ashis Gopal Banerjee, Seth Teller, Nicholas Roy Approaching the Symbol Grounding Problem with Probabilistic Graphical Models, AI Magazine. 32(4): 64-76, 2011

* For older discussions, see Previous Discussions

Members

Faculty

• Raymond J. Mooney
• Jason Michael Baldridge
• Katrin Erk
• Kristen Grauman
• Risto Miikkulainen
• Dana H. Ballard

Student

• David Chen
• Igor Karpov
• Joo Hyun Kim
• Samuel Barrett
• Leif Johnson
• Bishal Barman
• Tanvi Motwani
• Lu Guo

Previous Members

Faculty

• Benjamin Kuipers

Student

• Razvan Bunescu
• Yuk Wah (John) Wong
• Rohit Jaivant Kate
• Shilpa Gulati
• Ben Wing
• Sudipta Chatterjee
• Yonatan Bisk
• Sonal Gupta
• Elias Ponvert
• Tuyen Ngoc Huynh

Proposed Readings

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1.		Steven T. Piantadosi, Noah D. Goodman, Benjamin A. Ellis, and Joshua B. Tenenbaum. A Bayesian Model of the Acquisition of Compositional Semantics. CogSci, 2008. (pdf) (7 points: 9 up, 2 down)
2.		Cynthia Matuszek, Dieter Fox, and Karl Koscher. Following Directions Using Statistical Machine Translation. ACM/IEEE International Conference on Human-Robot Interaction, 2010. (pdf) (3 points: 3 up, 0 down)
3.		Michael Fleischman, Deb Roy. Intentional Context in Situated Natural Language Learning. CoNLL, 2005. (pdf) (3 points: 3 up, 0 down)
4.		Sven Wachsmuth, Gerhard Sagerer. Bayesian Networks for Speech and Image Integration. AAAI, 2002. (url) (3 points: 3 up, 0 down)
5.		Gabor Angeli, Percy Liang, and Dan Klein. A simple domain-independent probabilistic approach to generation. EMNLP, 2010. (pdf) (2 points: 2 up, 0 down)
6.		Steve R. Howell, Damian Jankowicz and Suzanna Becker. A model of grounded language acquisition: Sensorimotor features improve lexical and grammatical learning. Journal of Memory and Language, 2005. (url) (2 points: 2 up, 0 down)
7.		E. Bruni, G.B. Tran and M. Baroni. Distributional semantics from text and images. Proceedings of the EMNLP 2011 Geometrical Models for Natural Language Semantics (GEMS 2011) Workshop, East Stroudsburg PA: ACL, 22-32, 2011. (pdf) (1 points: 1 up, 0 down)
8.		Dan Goldwasser and Dan Roth. Learning from Natural Instructions. IJCAI, 2011. (pdf) (1 points: 1 up, 0 down)
9.		Paul Vogt and Elena Lieven. Verifying Theories of Language Acquisition Using Computer Models of Language Evolution. Adaptive Behavior, 2010. (url) (1 points: 1 up, 0 down)
10.		L. Steels and M. Spranger. How experience of the body shapes language about space. IJCAI, 2009. (pdf) (1 points: 1 up, 0 down)
11.		Pia Knoeferle and Matthew Crocker. The coordinated interplay of scene, utterance, and world knowledge: evidence from eye tracking. Cognitive Science; 30(3):481-529, 2006. (pdf) (1 points: 1 up, 0 down)
12.		Paul Vogt. The emergence of compositional structures in perceptually grounded language games. Artificial Intelligence; 167(1-2):206-242, Connecting Language to the World, September, 2005. (url) (1 points: 1 up, 0 down)
13.		Erik B. Sudderth, Antonio Torralba, William T. Freeman, and Alan S. Willsky. Learning Hierarchical Models of Scenes, Objects, and Parts. ICCV, 2005. (pdf) (1 points: 1 up, 0 down)
14.		Chen Yu, Dana H. Ballard. A Multimodal Learning Interface for Grounding Spoken Language in Sensory Perceptions. ACM Transactions on Applied Perception, 2004. (pdf) (1 points: 1 up, 0 down)
15.		Luc Steels. Evolving grounded communication for robots. Trends in CognitiveScience, 2003. (pdf) (1 points: 2 up, 1 down)
16.		A. Kovashka and K. Grauman. Learning a Hierarchy of Discriminative Space-Time Neighborhood Features for Human Action Recognition. CVPR, 2010. (pdf) (0 points: 0 up, 0 down)
17.		Brandon C. Roy, Michael C. Frank, and Deb Roy. Exploring Word Learning in a High-Density Longitudinal Corpus. Cognitive Science Society, 2009. (pdf) (0 points: 0 up, 0 down)
18.		J. Bleys, M. Loetzsch, M. Spranger, and L. Steels. The grounded colour naming game. Spoken Dialogue and Human-Robot Interaction workshop at RoMan, 2009. (pdf) (0 points: 0 up, 0 down)
19.		Verena Rieser and Oliver Lemon. Learning Effective Multimodal Dialogue Strategies from Wizard-of-Oz data: Bootstrapping and Evaluation. ACL, 2008. (pdf) (0 points: 0 up, 0 down)
20.		Shaolin Qu, and Joyce Y. Chai. Incorporating Temporal and Semantic Information with Eye Gaze for Automatic Word Acquisition in Multimodal Conversational Systems. EMNLP, 2008. (pdf) (0 points: 0 up, 0 down)
21.		J. Allen, N. Chambers, G. Ferguson, L. Galescu, H. Jung, M. Swift, W. Taysom. PLOW: A Collaborative Task Learning Agent. AAAI, 2007. (pdf) (0 points: 0 up, 0 down)
22.		Brian Harrington, Stephen Clark. ASKNet: Automated Semantic Knowledge Network. AAAI, 2007. (pdf) (0 points: 0 up, 0 down)
23.		Matthew Klenk and Kenneth D. Forbus. Measuring the Level of Transfer Learning by an AP Physics Problem-Solver. AAAI, 2007. (pdf) (0 points: 0 up, 0 down)
24.		Andrew Lovett, Morteza Dehghani, Kenneth Forbus. Incremental Learning of Perceptual Categories for Open-Domain Sketch Recognition. IJCAI, 2007. (pdf) (0 points: 0 up, 0 down)
25.		Michael Levit and Deb Roy. Interpretation of Spatial Language in a Map Navigation Task. IEEE Transactions on Systems, Man, and Cybernetics, Part B, 2007. (pdf) (0 points: 0 up, 0 down)
26.		M. Yamamoto, H. Mitomi, F. Fujiwara, and T. Sato. Bayesian Classification of Task-Oriented Actions Based on Stochastic Context-Free Grammar. International Conference on Automatic Face and Gesture Recognition, Southampton, UK, April 10-12, 2006. (pdf) (0 points: 0 up, 0 down)
27.		Tamara L. Berg, Alexander C. Berg, Jaety Edwards, Michael Maire, Ryan White, Yee-Whye Teh, Erik Learned-Miller and D. A. Forsyth. Name and Faces in the News. CVPR, 2004. (pdf) (0 points: 1 up, 1 down)
28.		Mike Perkowitz, Matthai Philipose, Donald Patterson, and Kenneth P. Fishkin. Mining Models of Human Activities from the Web. WWW, 2004. (pdf) (0 points: 0 up, 0 down)
29.		Deb K. Roy. Learning Visually-Grounded Words and Syntax for a Scene Description Task. Computer Speech and Language, 2002. (pdf) (0 points: 1 up, 1 down)
30.		P. Duygulu, K. Barnard, JFG de Freitas, D.A. Forsyth. Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary. ECCV, 2002. (url) (0 points: 0 up, 0 down)
31.		G. Herzog, P. Wazinski. VIsual TRAnslator: Linking Perceptions and Natural Language Descriptions. Artificial Intelligence Review, 1994. (pdf) (0 points: 0 up, 0 down)
32.		Shaolin Qu, and Joyce Y. Chai. The Role of Interactivity in Human-Machine Conversation for Automatic Word Acquisition. Submitted for SIGDIAL, 2009. (-1 points: 1 up, 2 down)
33.		Jeff Orkin and Deb Roy. The Restaurant Game: Learning Social Behavior and Language from Thousands of Players Online. Journal of Game Development, 2007. (pdf) (-1 points: 0 up, 1 down)
34.		Yansong Feng and Mirella Lapata. Topic Models for Image Annotation and Text Illustration. NAACL, 2010. (pdf) (-2 points: 0 up, 2 down)
35.		Yansong Feng and Mirella Lapata. Visual Information in Semantic Representation. NAACL, 2010. (pdf) (-2 points: 0 up, 2 down)
36.		Shinichi Satoh, Yuichi Nakamura, Takeo Kanade. Name-It: Naming and Detecting Faces in Video by the Integration of Image and Natural Language Processing. IJCAI, 1997. (url) (-2 points: 0 up, 2 down)

If you find a certain paper interesting and would like to recommend reading, please feel free to let us know during the meeting or e-mail David Chen.

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