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Comparing Knowledge-Intensive and Data-Intensive Models for English Resource Semantic Parsing

期刊: COMPUTATIONAL LINGUISTICS, 2021; 47 (1)

In this work, we present a phenomenon-oriented comparative analysis of the two dominant approaches in English Resource Semantic (ERS) parsing: classic......

Abstract Syntax as Interlingua: Scaling Up the Grammatical Framework from Controlled Languages to Robust Pipelines

期刊: COMPUTATIONAL LINGUISTICS, 2020; 46 (2)

.Abstract syntax is an interlingual representation used in compilers. Grammatical Framework (GF) applies the abstract syntax idea to natural languages......

Multilingual and Interlingual Semantic Representations for Natural Language Processing: A Brief Introduction

期刊: COMPUTATIONAL LINGUISTICS, 2020; 46 (2)

We introduce theComputational Linguisticsspecial issue on Multilingual and Interlingual Semantic Representations for Natural Language Processing. We s......

How to Distinguish Languages and Dialects

期刊: COMPUTATIONAL LINGUISTICS, 2019; 45 (4)

The terms "language" and "dialect" are ingrained, but linguists nevertheless tend to agree that it is impossible to apply a non-arbitrary distinction ......

JIF:2.13

A Sequential Matching Framework for Multi-Turn Response Selection in Retrieval-Based Chatbots

期刊: COMPUTATIONAL LINGUISTICS, 2019; 45 (1)

We study the problem of response selection for multi-turn conversation in retrieval-based chatbots. The task involves matching a response candidate wi......

JIF:2.13

Parsing Chinese Sentences with Grammatical Relations

期刊: COMPUTATIONAL LINGUISTICS, 2019; 45 (1)

We report our work on building linguistic resources and data-driven parsers in the grammatical relation (GR) analysis for Mandarin Chinese. Chinese, a......

JIF:2.13

A Joint Model of Conversational Discourse and Latent Topics on Microblogs

期刊: COMPUTATIONAL LINGUISTICS, 2018; 44 (4)

Conventional topic models are ineffective for topic extraction from microblog messages, because the data sparseness exhibited in short messages lackin......

JIF:2.13

Translation Divergences in Chinese-English Machine Translation: An Empirical Investigation

期刊: COMPUTATIONAL LINGUISTICS, 2017; 43 (3)

In this article, we conduct an empirical investigation of translation divergences between Chinese and English relying on a parallel treebank. To do th......

JIF:1.32

Multilingual Metaphor Processing: Experiments with Semi-Supervised and Unsupervised Learning

期刊: COMPUTATIONAL LINGUISTICS, 2017; 43 (1)

Highly frequent in language and communication, metaphor represents a significant challenge for Natural Language Processing (NLP) applications. Computa......

JIF:1.32

Identifying and Avoiding Confusion in Dialogue with People with Alzheimer's Disease

期刊: COMPUTATIONAL LINGUISTICS, 2017; 43 (2)

Alzheimer's disease (AD) is an increasingly prevalent cognitive disorder in which memory, language, and executive function deteriorate, usually in tha......

JIF:1.32

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