- Real-Time Detection of Task Switches of Desktop Users, J. Shen, L. Li, T. Dietterich, January 2007
- A Decision Theoretic Model of Assistance, A. Fern, S. Natarajan, K. Judah, P. Tad, January 2007
- Recursive Random Fields, D. Lowd, P. Domingos, January 2007
- Towards Harnessing User Feedback for Machine learning, S. Stumpf, V. Rajaram, L. Li, M. Burnett, T. Dietterich, E. Sullivan, R. Drummond, J. Herlocker, January 2007
- Active EM to Reduce Noise in Activity Recognition, J. Shen, T. Dietterich, January 2007
- Learning Visual Representations using Images with Captions, A. Quattoni, M. Collins, T. Darrell, March 2007
- Meeting Structure Annotation: Annotations Collected with a General Purpose Toolkit, A. Gruenstein, J. Niekrasz, M. Purver, March 2007
- Improving Intelligent Assistants for Desktop Activities, S. Stumpf, M. Burnett, T. Dietterich, March 2007
- A Decision-Theoretic Model of Assistance – Evaluation, Extensions and Open Problems, S. Natarajan, K. Judah, P. Tadepalli, A. Fe, March 2007
- Enhancing Interaction with To-Do Lists Using Artificial Assistants, Y. Gil, T. Chklovski, AAAI Spring Symposium on Interaction Challenges for Artificial Assistants, Stanford, CA, March 2007
- Bringing the User Back into Scheduling: Two Case Studies of Interaction with Intelligent Scheduling Assistants, P. Berry, B. Peintner, N. Yorke-Smith, March 2007
- First-Order Probabilistic Models for Coreference Resolution, A. Culotta, M. Wick, A. McCallum, April 2007
- Balancing the Needs of Personalization and Reasoning in a User-Centric Scheduling Assistant, P. Berry, M. Gervasio, B. Peintner, N. Yorke-Smith, April 2007
- The CALO Meeting Assistant, L. Voss, P. Ehlen, DARPA CALO Meeting Assistant Project Team, April 2007
- Leveraging multimodal redundancy for dynamic learning, with SHACER, a speech and handwriting recognizer, E. Kaiser, April 2007
- Comparing Evaluation Metrics for Sentence Boundary Detection, Y. Liu, E. Shriberg, April 2007
- Unsupervised Language Model Adaptation for Meeting Recognition, G. Tur, A. Stolcke, April 2007
- Preventing Information Leaks in Email, V. Carvalho, W. Cohen, April 2007
- Stacked Graphical Models for Efficient Inferences in Markov Random Fields, Z. Kou, W. Cohen, April 2007
- Multi-way Clustering on Relation Graphs, A. Banerjee, S. Basu, S. Merugu, April 2007
- Topic Models over Text Streams: A Study of Batch and Online Unsupervised Learning, A. Banerjee, S. Ba, April 2007
- Sparse Message Passing Algorithms for Weighted Maximum Satisfiability, A. Culotta, A. McCallum, B. Selman, A. Sabharwal, April 2007
- Topic and Role Discovery in Social Networks with Experiments on Enron and Academic Email, A. McCallum, X. Wang, A. Corrada-Emmanuel, April 2007
- Logical Particle Filtering, L. Zettlemoyer, H. Pasula, L. Kaelbling, April 2007
- Unsupervised Resolution of Objects and Relations on the Web, A. Yates, O. Etzioni, April 2007
- Efficient Computation of Entropy Gradient for Semi-Supervised Conditional Random Fields, G. Mann, A. McCallum, April 2007
- The Domain Restriction Hypothesis: Relating Term Similarity and Semantic Consistency, A. Gliozzo, M. Pennacchiotti, P. Pantel, April 2007
- ISP: Learning Inferential Selectional Preferences, P. Pantel, R. Bhagat, B. Coppola, T. Chklovski, E. Hovy, April 2007
- Topics in semantic representation, T. Griffiths, M. Steyvers, J. Tenenbaum, May 2007
- Proactive Behavior of a Personal Assistive Agent, K. Myers, N. Yorke-Smith, May 2007
- Explaining Task Processing in Cognitive Assistants That Learn, D. McGuinness, A. Glass, M. Wolverton, P. Pinheiro da Silva, May 2007
- Abstracting Web Agent Proofs into Human-Level Justifications, V. Furtado, P. Pinheiro da Silva, D. McGuinness, P. Deshwal, D. Narayanan, J. Carvalho, V. Pinheiro, C. Chang, May 2007
- The SRI-ICSI Spring 2007 Meeting and Lecture Recognition System, A. Stolcke, X. Anguera, K. Boakye, O. Cetin, A. Janin, M. Magimai-Doss, C. Wooters, J. Zheng, May 2007
- CRF-Filters: Discriminative Particle Filters for Sequential State Estimation, B. Limketkai, D. Fox, L. Liao, May 2007
- Gaussian Processes and Reinforcement Learning for Identification and Control of an Autonomous Blimp, J. Ko, D. Klein, D. Fox, D. Haehnel, May 2007
- Sparse Information Extraction: Unsupervised Language Models to the Rescue, D. Downey, S. Schoenmackers, O. Etzioni, June 2007
- Linking semantic and knowledge representation in a multi-domain dialogue system, M. Dzikovska, J. Allen, M. Swift, June 2007
- Biographies, Bollywood, Boomboxes, and Blenders. Domain Adaptation for Sentiment Classification, J. Blitzer, M. Dredze, F. Pereira, June 2007
- Automatic Labeling Inconsistencies Detection and Correction for Sentence Unit Segmentation in Conversational Speech, S. Cuendet, D. Hakkani-Tur, E. Shriber, June 2007
- Organizing the OCA: Learning faceted subjects from a library of digital books, D. Mimno, A. McCallum, June 2007
- Mining a digital library for influential authors, D. Mimno, A. McCallum, June 2007
- Undirected and Interpretable Continuous Topic Models of Documents, X. Wang, C. Pal, A. McCallum, June 2007
- Latent-Dynamic Discriminative Models for Continuous Gesture Recognition, L. Morency, A. Quattoni, T. Darrell, June 2007
- A Relational Hierarchical Model for Decision-Theoretic Assistance, S. Natarajan, P. Tadepalli, A. Fern, June 2007
- Simple, Robust, Scalable Semi-supervised Learning via Expectation Regularization, G. Mann, A. McCallum, June 2007
- Mixtures of Hierarchical Topics with Pachinko Allocation, D. Mimno, W. Li, A. McCallum, June 2007
- Improving User Taught Task Models, P. Michalak, J. Allen, June 2007
- CRF-Matching: Conditional Random Fields for Feature-Based Scan Matching, F. Ramos, D. Fox, H. Durrant-Whyte, June 2007
- Deep Linguistic Processing for Spoken Dialogue Systems, J. Allen, M. Dzikovska, M. Manshasi, M. Swift, June 2007
- Conditional Sequence Model for Context-based Recognition of Gaze Aversion, L. Morency, T. Darrell, June 2007
- Disambiguating Between Generic and Referential “You” in Dialog, S. Gupta, M. Purver, D. Jurafsky, June 2007
- Automatic Annotation of Dialogue Structure from Simple User Interaction, M. Purver, J. Niekrasz, P. Ehlen, June 2007
- Multimodal Meeting Capture and Understanding with the CALO Meeting Assistant, P. Ehlen, DARPA CALO Meeting Assistant Project Team, June 2007
- Author Disambiguation using Error-driven Machine Learning with a Ranking Loss Function, A. Culotta, P. Kanani, R. Hall, M. Wick, A. McCallum, July 2007
- Towards the Generation of Explanations for Semantic Web Services in OWLS, C. Fernandes, V. Furtado, A. Glass, D. McGuinness, July 2007
- An Analysis of Sentence Segmentation Features for Broadcast News, Broadcast Conversations, and Meetings, S. Cuendet, E. Shriberg, B. Favre, J. Fung, D. Hakkani-Tur, July 2007
- Reasoning at the Right Time Granularity, S. Saria, U, Nodelman, D. Koller, July 2007
- NonParametric Bayes Pachinko Allocation, W. Li, D. Blei, A. McCallum, July 2007
- A Categorization of Explanation Questions for Task Processing Systems, D. McGuinness, A. Glass, M. Wolverton, P. Pinheiro da Silva, July 2007
- A Modular Explanation Interlingua, D. McGuinness, L. Ding, P. Pinheiro da Silva, C. Chang, July 2007
- Improving Learning in Networked Data by Combining Explicit and Mined Links, S. Macskassy, July 2007
- Exploiting social annotation for automatic resource discovery, A. Plangrasopchok, K. Lerman, July 2007
- PLOW: A Collaborative Task Learning Agent, J. Allen, N. Chambers, G. Ferguson, L. Galescu, H. Jung, M. Swift, W. Taysom, July 2007
- Mixed-Initiative Systems for Collaborative Problem Solving, G. Ferguson and J. Allen, AAAI 2007
- Putting Semantic Information Extraction on the Map: Noisy Label Models for Fact Extraction, C. Pal, G. Mann, R. Minerich, July 2007
- On the Partial Observability of Temporal Uncertainty, M. Moffitt, July 2007
- Preference Learning for Adaptive Interaction, J. Weber, July 2007
- A Preference Model for Over-Constrained Meeting Requests, P. Berry, M. Gervasio, B. Peintner, N. Yorke-Smith, July 2007
- Co-Training Using Prosodic and Lexical Information for Sentence Segmentation, U. Guz, S. Cuendet, D. Hakkani-Tur, G. Tur, August 2007
- Speaker Adaptation of Language Models for Automatic Dialog Act Segmentation of Meetings, J. Kolar, Y. Liu, E. Shriberg, August 2007
- fMPE-MAP: Improved Discriminative Adaptation for Modeling New Domains, J. Zheng, A. Stolcke, August 2007
- Learning to Rank Typed Graph Walks: Local and Global Approaches, E. Minkov, W. Cohen, August 2007
- Discovering Leadership Roles in Email Workgroups, V. Carvalho, W. Wu, W. Cohen, August 2007
- Expertise Modeling for Matching Papers with Reviewers, D. Mimno, A. McCallum, August 2007
- Generalized Component Analysis for Text with Heterogeneous Attributes, X. Wang, C. Pal, A. McCallum, August 2007
- Semi-Supervised Classification with Hybrid Generative/Discriminative Methods, G. Druck, C. Pal, X, Zhu, A. McCallum, August 2007
- Canonicalization of Database Records using Adaptive Similarity Measures, A. Culotta, M. Wick, R. Hall, M. Marzilli, A. McCallum, August 2007
- iLink: Search and Routing in Social Networks, J. Davitz, J. Yu, S. Basu, D. Gutelius, A. Harris, August 2007
- Markov logic in infinite domains, P. Singla, P. Domingos, August 2007
- Joint inference in information extraction, H. Poon, P. Domingos, August 2007
- A Soft COP Model for Goal Deliberation in a BDI Agent, J. Thangarajah, J. Harland, N. Yorke-Smith, September 2007
- Cross-Genre Feature Comparisons for Spoken Sentence Segment, S. Cuendet, D. Hakkani-Tur, E. Shriberg, J. Fung, B. Favre, September 2007
- Transfer Learning for Enhancing Information Flow in Organizations and Social Networks, C. Pal, X. Wang, A. McCallum, September 2007
- Efficient weight learning for Markov logic networks, D. Lowd, P. Domingos, September 2007
- Detecting and Summarizing Action Items in Multi-Party Dialogue, M. Purver, J. Dowding, J. Niekrasz, P. Ehlen, S. Noorbaloochi, S. Peters, September 2007
- Resolving “You” in Multi-Party Dialog, S. Gupta, J. Niekrasz, M. Purver, D. Jurafsky, September 2007
- Context-Sensitive Error Correction: Using Topic Models to Improve OCR, M. Wick, M. Ross, E. Learned-Miller, September 2007
- Strategies for Lifelong Knowledge Extraction from the Web, M. Banko, O. Etzioni, October 2007
- Automatically Generating User Interfaces Adapted To User’s Motor And Vision Capabilities, K. Gajos, J. Wobrock, D. Weld, October 2007
- Assieme: Finding and leveraging Implicit References in a Web Search Interface for Programmers, R. Hoffman, J. Fogarty, D. Weld, October 2007
- Toward A Topic Maps Amanuensis, J. Park, October 2007
- Structures from Statistics – Unsupervised Activity Analysis using Suffix Trees, R. Hamid, S. Maddi, A. Bobick, I, Essa, October 2007
- Patch-based Pose Inference with a Mixture of Density Estimators, D. Demirdjian, R. Urtasun, October 2007
- A Boosted-Segmentation Method for Surgical Workflow Analysis, N. Padoy, T. Blum, I. Essa, H. Feusner, M. Berger, N. Navab, October 2007
- Collective Online Form Schema Integration, A. Rodriguez, November 2007
- Automatically Semantifying Wikipedia, F. Wu, D. Weld, November 2007
- Toward Content-aware Multimodal Tagging of Personal Photo Collections, P. Barthelmess, E. Kaiser, D. McGee, November 2007
- Workshop on Tagging, Mining and Retrieval of Human Related Activity Information, P. Barthelmess, E. Kaiser, November 2007
- Cross-Domain Matching for Automatic Tag Extraction across Redundant Handwriting and Speech Events, E. Kaiser, November 2007
- Modeling Career Path Trajectories, D. Mimno, A. McCallum, December 2007
- Learning Bounds for Domain Adaptation, J. Blitzer, K. Crammer, A. Kulesza, F. Pereira, J. Wortman, December 2007
- Batch Performance for an Online price, K. Crammer, M. Dredze, J. Blitzer, F. Pereira, December 2007
- Leveraging Existing Resources using Generalized Expectation Criteria, G. Druck, G. Mann, A. McCallum, December 2007
- Online Stacked Graphical Learning, Z. Kou, V. Carvalho, W. Cohen, December 2007
- Cultural Federation as Knowledge Gardening: A Learning Perspective. J. Park, Teleconference to Collaborative Expedition #67, GSA’s USA Services Intergovernmental Solutions Office, November 13, 2007.
- Tracking and Learning Acceptance Criteria for Delegated Tasks. Rauenbusch, T. and Conley, K. Proceedings of the Twenty-Second Conference on Artificial Intelligence (AAAI-07), Vancouver, Canada, July 2007.
- Strong Controllability of Disjunctive Temporal Problems with Uncertainty. Peintner, B.; Venable, K. B.; and Yorke-Smith, N. Proceedings of CP’07, Providence, RI, September 2007.
- Multimodal Redundancy Across Handwriting and Speech During Computer Mediated Human-Human Interactions. Kaiser, E.C., P. Barthelmess, C. Erdmann, and P. Cohen. Proceedings of CHI ’07. San Jose, CA, April 29-May 4, 2007, pgs 1009-1018.
