Representation and Inference for Natural Language: A First Course in Computational Semantics
This book introduces fundamental techniques for computing semantic representations for fragments of natural language and performing inference with the result. The prinary tools used are first-order logic and lambda calculus. All the techniques introduced
Francis Jeffry Pelletier
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Towards Universal Semantic Tagging [PDF]
The paper proposes the task of universal semantic tagging---tagging word tokens with language-neutral, semantically informative tags. We argue that the task, with its independent nature, contributes to better semantic analysis for wide-coverage ...
Abzianidze, Lasha, Bos, Johan
core +2 more sources
Using logical constraints to validate statistical information about disease outbreaks in collaborative knowledge graphs: the case of COVID-19 epidemiology in Wikidata [PDF]
Urgent global research demands real-time dissemination of precise data. Wikidata, a collaborative and openly licensed knowledge graph available in RDF format, provides an ideal forum for exchanging structured data that can be verified and consolidated ...
Houcemeddine Turki+10 more
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Semantics for Robotic Mapping, Perception and Interaction: A Survey [PDF]
For robots to navigate and interact more richly with the world around them, they will likely require a deeper understanding of the world in which they operate.
Sourav Garg+11 more
semanticscholar +1 more source
Phyloreferences: Tree-Native, Reproducible, and Machine-Interpretable Taxon Concepts
Evolutionary and organismal biology have become inundated with data. At the same rate, we are experiencing a surge in broader evolutionary and ecological syntheses for which tree-thinking is the staple for a variety of post-tree analyses.
Hilmar Lapp, Nico Cellinese, Stijn Conix
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Historical Semantics – A Vade Mecum
This paper presents the historical semantics approach as a method for social history. While usually understood either as a form of conceptual and intellectual history of ideas or as a subdiscipline of philology and digital humanities, the authors of ...
Tim Geelhaar+4 more
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Locality and Intervention in the Acquisition of Greek Relative Clauses
According to the most recent formulation of Relativized Minimality, grammatical features are distinguished between those that are syntactically active and those that are not.
Nikos Angelopoulos+2 more
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Semantics for Combinatory Logic With Intersection Types
There is a plethora of semantics of computational models, nevertheless, the semantics of combinatory logic are among the less investigated ones. In this paper, we propose semantics for the computational system of combinatory logic with intersection types.
Silvia Ghilezan+2 more
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Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification
Hierarchical text classification is an important yet challenging task due to the complex structure of the label hierarchy. Existing methods ignore the semantic relationship between text and labels, so they cannot make full use of the hierarchical ...
Haibin Chen+3 more
semanticscholar +1 more source
SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics [PDF]
We propose SentiBERT, a variant of BERT that effectively captures compositional sentiment semantics. The model incorporates contextualized representation with binary constituency parse tree to capture semantic composition.
Da Yin, Tao Meng, Kai-Wei Chang
semanticscholar +1 more source