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Indigenous languages of the American continent are highly diverse. However, they have received little attention from the technological perspective. In this paper, we review the research, the digital resources and the available NLP systems…

计算与语言 · 计算机科学 2018-06-13 Manuel Mager , Ximena Gutierrez-Vasques , Gerardo Sierra , Ivan Meza

Natural Language Processing offers new insights into language data across almost all disciplines and domains, and allows us to corroborate and/or challenge existing knowledge. The primary hurdles to widening participation in and use of…

计算与语言 · 计算机科学 2021-05-31 Rebekah Baglini , Arthur Hjorth

We classify and review current approaches to software infrastructure for research, development and delivery of NLP systems. The task is motivated by a discussion of current trends in the field of NLP and Language Engineering. We describe a…

cmp-lg · 计算机科学 2008-02-03 Hamish Cunningham , Kevin Humphreys , Robert Gaizauskas , Yorick Wilks

Language technologies contribute to promoting multilingualism and linguistic diversity around the world. However, only a very small number of the over 7000 languages of the world are represented in the rapidly evolving language technologies…

计算与语言 · 计算机科学 2021-01-28 Pratik Joshi , Sebastin Santy , Amar Budhiraja , Kalika Bali , Monojit Choudhury

Languages are classified as low-resource when they lack the quantity of data necessary for training statistical and machine learning tools and models. Causes of resource scarcity vary but can include poor access to technology for developing…

计算与语言 · 计算机科学 2022-04-13 Zoey Liu , Crystal Richardson , Richard Hatcher , Emily Prud'hommeaux

In September 2015, the United Nations General Assembly accepted the 2030 Development Agenda, which has included 92 paragraphs, and the Paragraph 91 defined 17 sustainable development goals (SDGs) and 169 associated targets. The goal of this…

计算机与社会 · 计算机科学 2018-03-01 Jinsong Wu , Song Guo , Huawei Huang , William Liu , Yong Xiang

English has long been set as the universal language. Basically most, if not all countries in the world know how to speak English or at least try to use it in their everyday communications for the purpose of globalizing. This study is…

计算机与社会 · 计算机科学 2021-03-09 Rosalyn P. Reyes , Evelyn C. Samson , Julius G. Garcia

The TSNLP project has investigated various aspects of the construction, maintenance and application of systematic test suites as diagnostic and evaluation tools for NLP applications. The paper summarizes the motivation and main results of…

Investigative journalism in recent years is confronted with two major challenges: 1) vast amounts of unstructured data originating from large text collections such as leaks or answers to Freedom of Information requests, and 2) multi-lingual…

计算与语言 · 计算机科学 2018-07-17 Gregor Wiedemann , Seid Muhie Yimam , Chris Biemann

The NLP community has witnessed steep progress in a variety of tasks across the realms of monolingual and multilingual language processing recently. These successes, in conjunction with the proliferating mixed language interactions on…

计算与语言 · 计算机科学 2021-06-14 Sai Muralidhar Jayanthi , Kavya Nerella , Khyathi Raghavi Chandu , Alan W Black

This paper describes the recent development of ESPnet (https://github.com/espnet/espnet), an end-to-end speech processing toolkit. This project was initiated in December 2017 to mainly deal with end-to-end speech recognition experiments…

We introduce the Speak & Improve Corpus 2025, a dataset of L2 learner English data with holistic scores and language error annotation, collected from open (spontaneous) speaking tests on the Speak & Improve learning platform. The aim of the…

计算与语言 · 计算机科学 2024-12-18 Kate Knill , Diane Nicholls , Mark J. F. Gales , Mengjie Qian , Pawel Stroinski

In this paper, we present the first Entity Linking corpus for Icelandic. We describe our approach of using a multilingual entity linking model (mGENRE) in combination with Wikipedia API Search (WAPIS) to label our data and compare it to an…

"Natural Language," whether spoken and attended to by humans, or processed and generated by computers, requires networked structures that reflect creative processes in semantic, syntactic, phonetic, linguistic, social, emotional, and…

计算与语言 · 计算机科学 2016-06-29 Joseph Corneli , Miriam Corneli

Code-Switching, a common phenomenon in written text and conversation, has been studied over decades by the natural language processing (NLP) research community. Initially, code-switching is intensively explored by leveraging linguistic…

计算与语言 · 计算机科学 2023-05-26 Genta Indra Winata , Alham Fikri Aji , Zheng-Xin Yong , Thamar Solorio

We explore the applicability of text-to-code to solve real-world problems that are typically solved in natural language, such as legal judgment and medical QA. Unlike previous works, our approach leverages the explicit reasoning provided by…

计算与语言 · 计算机科学 2025-09-23 Haoyang Chen , Kumiko Tanaka-Ishii

Tool calling allows large language models (LLMs) to interact with external systems like APIs, enabling applications in customer support, data analysis, and dynamic content generation. While recent benchmarks have advanced tool-use research,…

人机交互 · 计算机科学 2026-03-09 Zuoyu Zhang , Yancheng Zhu

Natural language processing (NLP) has largely focused on modelling standardized languages. More recently, attention has increasingly shifted to local, non-standardized languages and dialects. However, the relevant speaker populations' needs…

计算与语言 · 计算机科学 2024-06-10 Verena Blaschke , Christoph Purschke , Hinrich Schütze , Barbara Plank

Danish language technology has been hindered by a lack of broad-coverage corpora at the scale modern NLP prefers. This paper describes the Danish Gigaword Corpus, the result of a focused effort to provide a diverse and freely-available one…