搜索结果: 1-15 共查到“计算语言学 Approach”相关记录25条 . 查询时间(0.322 秒)
Understanding short texts is crucial to many applications, but challenges abound. First, short texts do not always observe the syntax of a written language. As a result, traditional natural language p...
A Constraint-Based Hypergraph Partitioning Approach to Coreference Resolution
Hypergraph Partitioning Approach Coreference Resolution
2015/9/11
This work is focused on research in machine learning for coreference resolution. Coreference resolution is a natural language processing task that consists of determining the expressions in a discours...
This article proposes ESA, a new unsupervised approach to word segmentation. ESA is an iterative process consisting of 3 phases: Evaluation, Selection, and Adjustment. In Evaluation, both certainty an...
Modeling Local Coherence:An Entity-Based Approach
Modeling Local Coherence Entity-Based Approach
2015/9/6
This article proposes a novel framework for representing and measuring local coherence. Central to this approach is the entity-grid representation of discourse, which captures patterns of entity distr...
Classifying Non-Sentential Utterances in Dialogue: A Machine Learning Approach
Machine Learning Approach Dialogue
2015/9/2
In this article we use well-known machine learning methods to tackle a novel task, namely
the classification of non-sentential utterances (NSUs) in dialogue. We introduce a fine-grained
...
Chinese Word Segmentation and Named Entity Recognition:A Pragmatic Approach
Chinese Word Segmentation Named Entity Recognition Pragmatic Approach
2015/8/31
This article presents a pragmatic approach to Chinese word segmentation. It differs from most previous approaches mainly in three respects. First, while theoretical linguists have defined Chinese word...
The Alignment Template Approach to Statistical Machine Translation
Alignment Template Approach Statistical Machine Translation
2015/8/31
A phrase-based statistical machine translation approach — the alignment template approach — is described. This translation approach allows for general many-to-many relations between words.Thereby, the...
A Machine Learning Approach to Modeling Scope Preferences
Machine Learning Approac Modeling Scope Preferences
2015/8/28
This article describes a corpus-based investigation of quantifier scope preferences. Following recent work on multimodular grammar frameworks in theoretical linguistics and a long history of combining...
Dependency Parsing with an Extended Finite-State Approach
Extended Finite-State Approach Dependency Parsing
2015/8/28
This article presents a dependency parsing scheme using an extended finite-state approach. The
parser augments input representation with “channels” so that links representing syntactic dependen...
A Descriptive Approach to Language-Theoretic Complexity
Descriptive Approach Language-Theoretic Complexity
2015/8/26
This interesting and original work applies descriptive complexity theory to the study of natural languages. The first part of the book (64 pages) characterizes the strong generative capacity of contex...
Pattern Grammar:A Corpus-Driven Approach to the Lexical Grammar of English
Pattern Grammar Corpus-Driven Approach Lexical Grammar of English
2015/8/26
In this book Hunston and Francis describe an approach to lexical and grammatical description that was used to produce two remarkable Collins COBUILD reference works, Grammar Patterns 1: Verbs and Gram...
Construing Experience through Meaning:A Language-based Approach to Cognition
Construing Experience Approach to Cognition
2015/8/26
Michael Alexander Kirkwood Halliday has been actively analyzing and documenting the interactions between syntax and semantics for over forty years, and his systemic– functional theory has been a found...
A Machine Learning Approach to Coreference Resolution of Noun Phrases
Noun Phrases Coreference Resolution
2015/8/26
In this paper, we present a learning approach to coreference resolution of noun phrases in unrestricted text. The approach learns from a small, annotated corpus and the task includes resolving
not ju...
The Rhetorical Parsing of Unrestricted Texts:A Surface-based Approach
Rhetorical Parsing Unrestricted Texts Surface-based Approach
2015/8/25
Coherent texts are not just simple sequences of clauses and sentences, but rather complex artifacts that have highly elaborate rhetorical structure. This paper explores the extent to which well-formed...
A Multistrategy Approach to Improving Pronunciation by Analogy
Analogy Improving Pronunciation
2015/8/25
Pronunciation by analogy (PbA) is a data-driven method for relating letters to sound, with
potential application to next-generation text-to-speech systems. This paper extends previous
work on PbA in...