Sentence similarity-based source context modelling in PBSMT [PDF]
, 2010 Target phrase selection, a crucial component of the state-of-the-art phrase-based statistical machine translation (PBSMT) model, plays a key role in generating accurate translation hypotheses. Inspired by context-rich word-sense disambiguation techniques,
Banchs, Rafael E. +4 more
core +1 more source
What causes the processing advantage in the comprehension of German object relative clauses?
Frontiers in Psychology, 2015 Introduction Individuals with aphasia (IWAs) often demonstrate chance performance in the comprehension of object relative clauses (ORCs) in off-line sentence-picture verification tasks (e.g., Burchert, De Bleser, & Sonntag, 2003).
Anne Adelt
doaj +1 more source
A Scholar Disambiguation Method Based on Heterogeneous Relation-Fusion and Attribute Enhancement
IEEE Access, 2020 Name disambiguation becomes increasingly important in information retrieval in the era of big data, while on how to further improve the accuracy of disambiguating duplicate names, the existing models are encountering many problems or facing many ...
Chunhui Deng, Huifang Deng, Chaoran Li
doaj +1 more source
Graph Convolutional Network for Word Sense Disambiguation
Discrete Dynamics in Nature and Society, 2021 Word sense disambiguation (WSD) is an important research topic in natural language processing, which is widely applied to text classification, machine translation, and information retrieval.
Chun-Xiang Zhang +3 more
doaj +1 more source
Bayesian Non-Exhaustive Classification A Case Study: Online Name Disambiguation using Temporal Record Streams [PDF]
, 2016 The name entity disambiguation task aims to partition the records of multiple real-life persons so that each partition contains records pertaining to a unique person. Most of the existing solutions for this task operate in a batch mode, where all records
Bunescu R. +8 more
core +2 more sources
PLoS ONE, 2021 In Arabic, a predominantly consonantal script that features a high incidence of lexical ambiguity (heterophonic homographs), glyph-like marks called diacritics supply vowel information that clarifies how each consonant should be pronounced, and thereby ...
Ehab W. Hermena +3 more
doaj +2 more sources
A Method of Word Sense Disambiguation with Restricted Boltzmann Machine
Journal of Harbin University of Science and Technology, 2019 For polysemy phenomenon in Chinese, Restricted Boltzmann Machine (RBM) is adopted to determine the true meaning of ambiguous vocabulary where linguistic knowledge in context is used Word form, part of speech and semantic categories in four left and ...
ZHANG Chun-xiang +2 more
doaj +1 more source
Chinese Short Text Entity Disambiguation Based on the Dual-Channel Hybrid Network
IEEE Access, 2020 Entity disambiguation refers to the accurate inference of the real mention of an entity with the same name according to the context. Most existing studies focused on long texts, for short texts, the performance has been unsatisfactory due to sparsity. In
Liting Jiang +4 more
doaj +1 more source
Entity Linking Method for Chinese Short Text Based on Siamese-Like Network
Information, 2022 Entity linking plays a fundamental role in knowledge engineering and data mining and is the basis of various downstream applications such as content analysis, relationship extraction, question and answer.
Yang Zhang, Jin Liu, Bo Huang, Bei Chen
doaj +1 more source
Point cloud registration from local feature correspondences-Evaluation on challenging datasets. [PDF]
PLoS ONE, 2017 Registration of laser scans, or point clouds in general, is a crucial step of localization and mapping with mobile robots or in object modeling pipelines.
Tomas Petricek, Tomas Svoboda
doaj +1 more source