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An Unsupervised Approach for Semantic Relation Interpretation

An Unsupervised Approach for Semantic Relation Interpretation

... Accuracy of the RelEx system was found to be very promising, scoring 83.3% for hyponymy, 75% for meronymy and 72.2% for co-hyponymy extraction. Results appear to be strongly related to the quality of the term pair set in ... See full document

6

Unsupervised Semantic Abstractive Summarization

Unsupervised Semantic Abstractive Summarization

... In this work, we propose an alternative method to use AMRs for abstractive summarization. Our approach is inspired by the way humans summa- rize any piece of text. User studies Chin et al. (2009); Kang et al. ... See full document

10

A Semantic-Based Approach to Noun-Noun Compound Interpretation

A Semantic-Based Approach to Noun-Noun Compound Interpretation

... by semantic roles assigned by events (complex relations) or by static relations (simple relations), including meronymy, conjunction, and the host-attribute-value ...major semantic relations between the two ... See full document

18

Unsupervised Relation Extraction by Mining Wikipedia Texts Using Information from the Web

Unsupervised Relation Extraction by Mining Wikipedia Texts Using Information from the Web

... for semantic relation extraction, as de- scribed in many reports such as (Kambhatla, 2004); (Bunescu and Mooney, 2005); (Harabagiu et ...for semantic relation extraction are mostly supervised, ... See full document

9

A VSM-based Statistical Model for the Semantic Relation Interpretation of Noun-Modifier Pairs

A VSM-based Statistical Model for the Semantic Relation Interpretation of Noun-Modifier Pairs

... Ontology-based Approach: Nastase et ...Iterative semantic specialization (ISS), SemScat 1 and SemScat 2 models respectively, which utilize WordNet’s Hypernym hierarchy and specialize the synsets from ... See full document

10

Adapting a General Semantic Interpretation Approach to Biological Event Extraction

Adapting a General Semantic Interpretation Approach to Biological Event Extraction

... embedding relation, in our definition, is very simi- lar to a syntactic dependency; it is typed and holds between two textual ...the semantic dependency between its ... See full document

10

Entity Linking Korean Text: An Unsupervised Learning Approach using Semantic Relations

Entity Linking Korean Text: An Unsupervised Learning Approach using Semantic Relations

... Our system, using a trained SVM model results in a F1-score of 0.569, which is about 0.07 lower than the best performance of our system using the confidence model. One possible reason our sys- tem performed worse using ... See full document

10

Grounded Unsupervised Semantic Parsing

Grounded Unsupervised Semantic Parsing

... Popescu et al. (2003, 2004) proposed the PRE- CISE system, which does not require labeled ex- amples and can be directly applied to question answering with a database. The PRECISE sys- tem, however, requires substantial ... See full document

11

A Bayesian Model for Unsupervised Semantic Parsing

A Bayesian Model for Unsupervised Semantic Parsing

... of relation extraction has focused on unsupervised or minimally supervised methods (see, for example, (Lin and Pantel, 2001; Yates and Etzioni, ...for relation extraction and clustering (Lin and ... See full document

11

A Hybrid Approach to Unsupervised Relation Discovery Based on Linguistic Analysis and Semantic Typing

A Hybrid Approach to Unsupervised Relation Discovery Based on Linguistic Analysis and Semantic Typing

... sition relation is mostly expressed in the form of tables or lists in Wikipedia ...ranking approach (Chen et ...ranking approach and considered any of the la- bels matching with the cluster members ... See full document

9

Unsupervised Learning of Semantic Relation Composition

Unsupervised Learning of Semantic Relation Composition

... extracts semantic representations using syn- tactic structures while Copestake et ...for semantic construction within gram- ...of Semantic Relations is com- plimentary to Compositional ... See full document

10

The Chinese Aspect System and its Semantic Interpretation

The Chinese Aspect System and its Semantic Interpretation

... Abstract: Motivated by a systematic representation of the Chinese aspect forms that explores their intrinsic semantics and temporal logical relations, we are constructing a Chinese aspect system network based on systemic ... See full document

7

Monotonic Semantic Interpretation

Monotonic Semantic Interpretation

... Aspects of semantic interpretation, such as quantifier scoping and reference resolution, are often realised computationally by non-monotonic operations involving loss of information and [r] ... See full document

8

A Logic for Semantic Interpretation

A Logic for Semantic Interpretation

... Here we rectify this situation by presenting an axiomatization of fragment of semantic interpretation, notably including many aspects previously excluded: wordsense disambiguation, noun-[r] ... See full document

8

A Foundation for Semantic Interpretation

A Foundation for Semantic Interpretation

... There have, however, been attempts to take the intensional logic that Montague uses as an intermediate step in his translations, and give it a new interpretation in terms of AI-type sema[r] ... See full document

10

On The Semantic Interpretation of Nominals

On The Semantic Interpretation of Nominals

... On The Semantic Interpretation of Nominals O n T h e S e m a n t i c I n t e r p r e t a t i o n o f N o m i n a l s J a m e s P U S T E J O V S K Y P e t e r G A N I C K Department of Computer Scienc[.] ... See full document

6

Unit to Unit Interaction as a Basis for Semantic Interpretation of Japanese Sentences

Unit to Unit Interaction as a Basis for Semantic Interpretation of Japanese Sentences

... UNIT TO UNIT INTERACTION AS A BASIS FOR SEMANTIC INTERPRETATION OF JAPANESE SENTENCES UNIT TO UNIT INTERACTION AS A BASIS FOR SEMANTIC INTERPRETATION OF JAPANESE SENTENCES Hozumi TANAKA ELECTROTECHNIC[.] ... See full document

6

Semantic and Pragmatic Interpretation of Japanese Sentences With Dake (Only)

Semantic and Pragmatic Interpretation of Japanese Sentences With Dake (Only)

... SEMANTIC AND PRAGMATIC INTERPRETATION OF JAPANESE SENTENCES WITH DAKE (ONLY) SEMANTIC AND PRAGMATIC INTERPRETATION OF JAPANESE SENTENCES WITH DAKE (ONLY) NAOIIIKO NOGUCIII* YASUNARI tlARADAt CSLI Vent[.] ... See full document

7

An Environment for Acquiring Semantic Information

An Environment for Acquiring Semantic Information

... This paper describes our contribution to the acquisition of semantic knowledge as evidenced in IRACQ for Interpretation Rule ACQuisition, within the context of our overall approach to re[r] ... See full document

9

A DOP Model for Semantic Interpretation

A DOP Model for Semantic Interpretation

... If we decide to view subtrees as identical iff their syntactic structure, the semantic rule at each node, and the semantic type of each node is identical, any fine-grained type-system wi[r] ... See full document

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