Mapping to output language predicate-argument structures
Text Categorization Using Predicate Argument Structures
... For the second feature set, the VSO triples, we considered the verbs corresponding to the Penn Treebank tags: VB, VBD, VBG, VBN, VBP, and VBZ. In each sentence of the corpus and for each verb, we extracted their subject ...
8
Text Categorization Using Predicate–Argument Structures
... semantic output of the SRL system to identify all the verbs and nouns described in the PropBank and NomBank databases as well as their arguments 0 and ...the predicate senses. We created them by suffixing ...
8
Language Modeling for Spoken Dialogue System based on Filtering using Predicate Argument Structures
... A BSTRACT We present a novel scheme of language modeling for a spoken dialogue system by effectively filtering query sentences collected via a Web site of wisdom of crowds. Our goal is a speech- based information ...
10
Precise Information Retrieval Exploiting Predicate Argument Structures
... For future work, we plan to optimize rank- ing by using machine learning techniques such as support vector regression, and to capture any re- maining syntactic differences that express similar meanings (i.e., ...
9
Aligning Predicate Argument Structures for Paraphrase Fragment Extraction
... Abstract Paraphrases and paraphrasing algorithms have been found of great importance in various natural language processing tasks. While most paraphrase extraction approaches extract equivalent sentences, ...
8
Extracting Pre ordering Rules from Predicate Argument Structures
... from predicate- argument ...position mapping of a predicate word and its argument phrases from the source language side to the tar- get language ...target language ...
9
Handling Ambiguities of Bilingual Predicate Argument Structures for Statistical Machine Translation
... Obviously, PAS ambiguities are not considered in this framework at all. The target- side-like PAS is selected only according to the language model and translation probabilities, without considering any context ...
10
Clustering Words by Syntactic Similarity improves Dependency Parsing of Predicate argument Structures
... phrase structures or other information from the HPSG ...of predicate-argument dependen- ...to output a fixed number of ...of predicate-argument pairs are also the standard ...
10
Jointly Learning Word Representations and Composition Functions Using Predicate Argument Structures
... 7 Conclusion and Future Work We have presented a compositional log-bilinear language model using predicate-argument struc- tures that incorporates both bag-of-words and dependency-based contexts. In ...
12
Aligning Predicate Argument Structures in Monolingual Comparable Texts: A New Corpus for a New Task
... natural language that is still understudied in computational ...realize predicate- argument structures (PAS) in a model that ex- ceeds the sentence ...partial argument structure ...
10
Acquiring Reliable Predicate-argument Structures from Raw Corpora for Case Frame Compilation
... reliable predicate-argument structures from raw corpora for automatic compilation of case ...reliable predicate-argument structures to practically contribute to Natural ...
5
Because Syntax Does Matter: Improving Predicate Argument Structures Parsing with Syntactic Features
... tree structures, the question of what next crucially ...the output. The truth is that most of the structures used to train current parsing mod- els are degraded versions of a more informative data ...
11
Spoken Dialogue System based on Information Extraction using Similarity of Predicate Argument Structures
... The system responses for the test queries are cat- egorized into one of the following four: correct an- swer only (“Correct”), case which includes the cor- rect answer but also other redundant answers (“Am- biguous”), ...
8
Because Syntax does Matter: Improving Predicate-Argument Structures Parsing Using Syntactic Features
... whose output cannot by themselves be used to extract full-fledged predicate- argument ...it-cleft structures, argument sharing in el- lipsis coordination, ...abstract structures, ...
12
Automatic Predicate Argument Analysis of the Penn TreeBank
... the building rocked. Arg1 REL VerbNet In a related project funded by NSF, NSF-IIS98-00658, we are currently constructing a lexicon, VerbNet, that is intended to overcome some of the limitations of WordNet, an on-line ...
5
Using Predicate Argument Structures for Information Extraction
... each predicate are numbered sequentially from Arg0 to ...the predicate argu- ...the argument structure for the verb-predicate assail with the sense ”to tear attack” from ...
8
Noun Classification From Predicate Argument Structures
... discriminating the semantically relevant associations from the spurious.. Nouns similar to boat.. Nouns simliar to legislator. Nouns similar to table.. A sample of recipro[r] ...
8
Recognizing Textual Relatedness with Predicate Argument Structures
... processing: predicate identifi- cation (PI) identifies words that evokes a semantic predicate; argument identification (AI) identifies the arguments of the predicates; argument classifi- ...
9
Acquiring Predicate Argument Mapping Information from Multilingual Texts
... Acquiring Predicate Argument Mapping Information from Multilingual Texts Acquiring Predicate Argument Mapping Information from Multilingual Texts Chinatsu Aone, Douglas McKee Systems Research and Appl[.] ...
11
Deriving the Predicate Argument Structure for a Free Word Order Language
... Deriving the Predicate Argument Structure for a Free Word Order Language D e r i v i n g t h e Predicate ArgumentStructurefor a Free Word Order Language* C e m B o z s a h i n D e p a r t m e n t o f[.] ...
7