Peta-scale data warehousing at Yahoo!
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
From Tessellations to Table Interpretation
Calculemus '09/MKM '09 Proceedings of the 16th Symposium, 8th International Conference. Held as Part of CICM '09 on Intelligent Computer Mathematics
Using first and second language models to correct preposition errors in second language authoring
EdAppsNLP '09 Proceedings of the Fourth Workshop on Innovative Use of NLP for Building Educational Applications
Image categorization combining neighborhood methods and boosting
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Construction of a Local Domain Ontology from News Stories
EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
Computational Linguistics
Incremental indexing and distributed image search using shared randomized vocabularies
Proceedings of the international conference on Multimedia information retrieval
Exploring web scale language models for search query processing
Proceedings of the 19th international conference on World wide web
Self-taught hashing for fast similarity search
Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval
CAFE: Collaboration Aimed at Finding Experts
International Journal of Knowledge and Web Intelligence
Technically approaching the semantic web bottleneck
International Journal of Web Engineering and Technology
Learning dense models of query similarity from user click logs
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
From baby steps to Leapfrog: how "Less is More" in unsupervised dependency parsing
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Conditional random fields for word hyphenation
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Profiting from mark-up: hyper-text annotations for guided parsing
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Chukwa: a system for reliable large-scale log collection
LISA'10 Proceedings of the 24th international conference on Large installation system administration
What computational linguists can learn from psychologists (and vice versa)
Computational Linguistics
Human and robot perception in large-scale learning from demonstration
Proceedings of the 6th international conference on Human-robot interaction
Context and action in search interfaces
Search computing
Crowdsourcing for search and data mining
ACM SIGIR Forum
Recommender systems at the long tail
Proceedings of the fifth ACM conference on Recommender systems
Neurocomputing
A call to arms: revisiting database design
ACM SIGMOD Record
Crowdsourcing for information retrieval
ACM SIGIR Forum
Foundations and Trends® in Machine Learning
Large-scale machine learning at twitter
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
A multi-disciplinary approach to interactive information retrieval upon semi-structured data sets
FDIA'09 Proceedings of the Third BCS-IRSG conference on Future Directions in Information Access
Analyzing genomic data: understanding the genome
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Supercharging recommender systems using taxonomies for learning user purchase behavior
Proceedings of the VLDB Endowment
Hot clones: combining search-driven development, clone management, and code provenance
Proceedings of the 34th International Conference on Software Engineering
Improving searcher models using mouse cursor activity
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
SMT-aided combinatorial materials discovery
SAT'12 Proceedings of the 15th international conference on Theory and Applications of Satisfiability Testing
Steganalysis with mismatched covers: do simple classifiers help?
Proceedings of the on Multimedia and security
A scalable distributed syntactic, semantic, and lexical language model
Computational Linguistics
Yet another language identifier
EACL '12 Proceedings of the Student Research Workshop at the 13th Conference of the European Chapter of the Association for Computational Linguistics
Topic evolution prediction of user generated contents considering enterprise generated contents
Proceedings of the First ACM International Workshop on Hot Topics on Interdisciplinary Social Networks Research
Collaboratively built semi-structured content and Artificial Intelligence: The story so far
Artificial Intelligence
Exploiting the category structure of Wikipedia for entity ranking
Artificial Intelligence
Domain taxonomy learning from text: The subsumption method versus hierarchical clustering
Data & Knowledge Engineering
Near-exhaustive precomputation of secondary cloth effects
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Active disk meets flash: a case for intelligent SSDs
Proceedings of the 27th international ACM conference on International conference on supercomputing
Scaling big data mining infrastructure: the twitter experience
ACM SIGKDD Explorations Newsletter
Mining large streams of user data for personalized recommendations
ACM SIGKDD Explorations Newsletter
Semantic interpretation of noun compounds using verbal and other paraphrases
ACM Transactions on Speech and Language Processing (TSLP) - Special issue on multiword expressions: From theory to practice and use, part 2
Developing a predictive model of quality of experience for internet video
Proceedings of the ACM SIGCOMM 2013 conference on SIGCOMM
Unsupervised approach to generate informative structured snippets for job search engines
Proceedings of the 22nd international conference on World Wide Web companion
sonLP: social network link prediction by principal component regression
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Modeling urban traffic dynamics in coexistence with urban data streams
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing
Mining semantics for culturomics: towards a knowledge-based approach
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing
Specialized storage for big numeric time series
HotStorage'13 Proceedings of the 5th USENIX conference on Hot Topics in Storage and File Systems
Improving business rating predictions using graph based features
Proceedings of the 19th international conference on Intelligent User Interfaces
On the current paradigm in artificial intelligence
AI Communications - ECAI 2012 Turing and Anniversary Track
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Problems that involve interacting with humans, such as natural language understanding, have not proven to be solvable by concise, neat formulas like F = ma. Instead, the best approach appears to be to embrace the complexity of the domain and address it by harnessing the power of data: if other humans engage in the tasks and generate large amounts of unlabeled, noisy data, new algorithms can be used to build high-quality models from the data.