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Journal of Artificial Intelligence Research, ISSN 1076-9757, 07/2004, Volume 22, pp. 457 - 479
We introduce a stochastic graph-based method for computing relative importance of textual units for Natural Language Processing. We test the technique on the... 
SELECTION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer Science - Computation and Language
Journal Article
Journal of Artificial Intelligence Research, ISSN 1076-9757, 01/2009, Volume 34, pp. 443 - 498
Adequate representation of natural language semantics requires access to vast amounts of common sense and domain-specific world knowledge. Prior work in the... 
FEATURE GENERATION | WORDNET | SIMILARITY | TEXT CATEGORIZATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | CLASSIFIERS | Computer Science - Computation and Language
Journal Article
Information Processing & Management, ISSN 0306-4573, 05/2020, Volume 57, Issue 3, p. 102204
Information Processing & Management, Volume 57, Issue 3, May 2020, 102204 Paraphrase detection is an important task in text analytics with numerous... 
Computer Science - Computation and Language
Journal Article
Bioinformatics (Oxford, England), ISSN 1367-4803, 09/2019
Biomedical text mining is becoming increasingly important as the number of biomedical documents rapidly grows. With the progress in natural language... 
Computer Science - Computation and Language
Journal Article
Journal of Artificial Intelligence Research, ISSN 1076-9757, 2006, Volume 26, pp. 101 - 126
The most basic assumption used in statistical learning theory is that training data and test data are drawn from the same underlying distribution.... 
COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Science, ISSN 0036-8075, 04/2017, Volume 356, Issue 6334, pp. 183 - 186
Machine learning is a means to derive artificial intelligence by discovering patterns in existing data. Here, we show that applying machine learning to... 
STEREOTYPES | MULTIDISCIPLINARY SCIENCES | ATTITUDES | IMPLICIT | Names | Association | Language | Semantics | Humans | Sex Factors | Female | Male | Internet | Machine Learning | Technology application | Usage | Machine learning | Computational biology | Ethics | Learning algorithms | World Wide Web | Mathematical models | Artificial intelligence | Insects | Texts | Flowers | Professional development | Culture
Journal Article
Journal of Artificial Intelligence Research, ISSN 1076-9757, 2009, Volume 36, pp. 307 - 340
This article considers the task of automatically inducing role-semantic annotations in the FrameNet paradigm for new languages. We propose a general framework... 
COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer Science - Computation and Language
Journal Article
Journal of Artificial Intelligence Research, ISSN 1076-9757, 01/2009, Volume 34, pp. 255 - 296
The task of identifying synonymous relations and objects, or synonym resolution, is critical for high-quality information extraction. This paper investigates... 
COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer Science - Computation and Language
Journal Article
Journal of Artificial Intelligence Research, ISSN 1076-9757, 01/2010, Volume 37, pp. 141 - 188
Computers understand very little of the meaning of human language. This profoundly limits our ability to give instructions to computers, the ability of... 
FRAMEWORK | TEXT | SIMILARITY | INFORMATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ALGORITHM
Journal Article
Journal of Artificial Intelligence Research, ISSN 1076-9757, 01/2010, Volume 37, pp. 397 - 435
We present a novel framework for learning to interpret and generate language using only perceptual context as supervision. We demonstrate its capabilities by... 
TEXT | WORDS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ALGORITHM | Computer Science - Computation and Language
Journal Article
Journal of artificial intelligence research, ISSN 1076-9757, 2016, Volume 55, pp. 409 - 442
Automatic description generation from natural images is a challenging problem that has recently received a large amount of interest from the computer vision... 
SCENE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Journal of Digital Information Management, ISSN 0972-7272, 10/2019, Volume 17, Issue 5, p. 289
Journal of Digital Information Management ISSN 0972-7272 2019 This paper presents an approach based on supervised machine learning methods to discriminate... 
Computer Science - Computation and Language
Journal Article
Computational Linguistics, ISSN 1530-9312, 03/2014, Volume 40, Issue 1, pp. 121 - 170
Journal Article
Journal of Artificial Intelligence Research, ISSN 1076-9757, 05/2012, Volume 44, pp. 179 - 222
We propose a novel language-independent approach for improving machine translation for resource-poor languages by exploiting their similarity to resource-rich... 
COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ADAPTATION | Computer Science - Computation and Language
Journal Article
Proceedings of the National Academy of Sciences of the United States of America, ISSN 0027-8424, 2/2015, Volume 112, Issue 8, pp. 2389 - 2394
Using human evaluation of 100,000 words spread across 24 corpora in 10 languages diverse in origin and culture, we present evidence of a deep imprint of human... 
Happiness | Social psychology | Language | Positivity | language | HEALTH | happiness | social psychology | positivity | MULTIDISCIPLINARY SCIENCES | Time Factors | Bias | Humans | Emotions | Psychological aspects | Social science research | Language and languages | Research | Social aspects | Attributional biases | Biological Sciences | Social Sciences
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2012, Volume 7345, pp. 699 - 708
This paper introduces a Vietnamese text-based conversational agent architecture on specific knowledge domain which is integrated in a question answering... 
Computer Science - Computation and Language
Conference Proceeding
Computer Speech & Language, ISSN 0885-2308, 01/2020, Volume 59, pp. 123 - 156
This paper provides a comprehensive analysis of the first shared task on End-to-End Natural Language Generation (NLG) and identifies avenues for future... 
MODELS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer Science - Computation and Language
Journal Article
PLoS ONE, ISSN 1932-6203, 12/2015, Volume 10, Issue 12, p. e0144296
Journal Article