tourism domain language

For factual short question answering, the answer types are rather restricted in tourism domain to architectural types, geographic names, population, timings, cost, directions etc. Hence, we propose a benchmark, TourismNLG, consisting of five novel natural language generation (NLG) tasks in the travel and tourism domain.

Online platforms, serving as the primary conduit for travelers to seek, compare, and secure travel accommodations, require a profound understanding of user dynamics to craft competitive and enticing offerings. Concurrently, recent advancements in Natural Language Processing, particularly large language models, have made substantial strides in capturing the complexity of human language.

The tourism domain generally recognizes that UGC and PGC have complementary roles, with UGC representing the destination image actually perceived by tourists and PGC reflecting the projected image of DMOs. ... ERNIE is a language model designed to pre-train deep representations from large-scale unlabelled text by conditioning on both left and ...

the Tourism domain. An ontology can be considered the "specification of a conceptualization" or, in other words, "a specific artifact designed with the purpose of expressing the ... Longman Language Activator (1997), Longman Essential Activator (2005), Cambridge Word Routes English-Portuguese (1999) and. Longman Lexicon of

Today, the language of tourism relates to the ways that tourism is paradigmatically conceptualized as a special type of promotional communication whereby messages are, respectively, sent and received to and from the three parties to this unique sociolinguistic encounter: the tourism industry, the tourist, and the touree (Van den Berghe 1994 ).

1 Excerpt. The relationship between language and culture is an interplay between linguistic choices and cultural filters; if we accept that language is an expression of culture, i.e. of the beliefs, customs, behaviours and rituals constituting the cultural identity of a group of people, then it is crucial that phraseology and cultural features ...

2.1. Previous work on social media for the tourism domain A popular approach in NLP is to fine-tunepre-trained language models for domain-specific downstream tasks (see Table 1). This results in altering the model weights to adapt it to the new task. For instance, pre-trained language models have been fine-tuned for text classification tasks ...

Sociology, Linguistics. Part 1 The language of tourism. Part 2 Tourism as language: a growing awareness of tourism as language four major theoretical perspectives on tourism and their socio-linguistic correlates properties of the language of tourism convergent properties divergent properties. Part 3 Tourism as a language of social control ...

The rising influence of social media platforms in various domains, including tourism, has highlighted the growing need for efficient and automated natural language processing (NLP) approaches to take advantage of this valuable resource. However, the transformation of multilingual, unstructured, and informal texts into structured knowledge often poses significant challenges. In this work, we ...

Language tourism is a healthy sector with great growth potential that belongs more broadly, to the domain of educational tourism, which represents a way of learning languages in an informal way (Abubakar, Shneikat, & Oday, 2014; Donaldson & Gatsinzi, 2005).

this corpus-based study provides a novel approach to analyse adjectivisation. in a specific tourism sub-domain, the adventure tourism, by measuring the. keyness of the most frequent adjectives in ...

Language of tourism gives detail portrayal of the potential tourism destination in which attempts to persuade, attract, encourage and seduce the potential tourists to be actual tourists. Therefore, tourism becomes a discourse object; [4; 5]. ... Persuasion has become domain force behind tourism promotion in efforts to influence prospective ...

Tourism is one of the most important specialized domains in Spain. For this reason, many linguistic studies related to tourism texts have been carried out in the last few years. In this work, we focus on three of the most frequent and difficult textual genres written in Spanish in this domain: the informative article, the travel blog post, and ...

The tourism industry stands out as a sector where effective customer communication significantly influences sales and customer satisfaction. The recent shift from traditional natural language processing methodologies to state-of-the-art deep learning and transformer-based models has revolutionized the development of Conversational AI tools. These tools can provide comprehensive information ...

Abstract The increasing amount of semi-structured and unstructured data on tourism websites brings a need for information extraction (IE) so as to construct a Tourism-domain Knowledge Graph (TKG), which is helpful to manage tourism information and develop downstream applications such as tourism search engine, recommendation and Q & A.

research on tourism and on the language of tourism was represented by the outstanding works of Dann (1996), followed by Thurlow and Jaworsky (2003), Jaworsky and Pritchard (eds) (2005), Cappelli (2006), Fox (2006b), Phipps (2006), Brice ... domain for hotel management courses, and a fourth approach which suggests that tourism education has been ...

This paper introduces a novel deep-learning methodology integrating large language models and domain knowledge graphs for tourism offers classification. Specifically, it augments a transformer model with a knowledge graph generated from Airbnb data to accurately categorize accommodation descriptions.

The rising influence of social media platforms in various domains, including tourism, has highlighted the growing need for efficient and automated natural language processing (NLP) approaches to take advantage of this valuable resource. However, the transformation of multilingual, unstructured, and informal texts into structured knowledge often poses significant challenges. In this work, we ...

objectives: (1) to know how tourism practitioners communicate among. themselves and with tourists; and (2) to find out possible addition al features. of the language of tourism. T he selection of ...

TourBERT outperformed BERT-Base in all domain-specific tasks and thus represents a suitable language model for academia and the tourism industry. This study further contributes to the discussion of the importance of domain-specific language models from a theoretical perspective, while, from a methodological point of view, it provides detailed ...

Abstract — Tourism and hospitality companies rely on industry awareness to succeed in creativity, product creation, and customer services team. Text mining is known as text analytics as well, therefore text analytics is an artificial intelligence (AI) technique that used natural language processing (NLP) to convert the unstructured text into documents and databases.

In this work, we introduce Protein Sequence Annotation with Language Models (PSALM), that we use to extend the capabilities of ESM-2, a pre-trained general-purpose protein language model [15], and predict residue-level sequence annotations with greater sensitivity and specificity than state-of-the-art profile HMM-based methods.

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The Biden-Harris Administration is taking decisive new action to strengthen border security, announcing a series of measures that restrict asylum eligibility, and significantly increase the consequences for those who enter without authorization across the southern border.

CBP Publication Number. 3709-0524. Last Modified: May 29, 2024. Fiscal Year 2024 Preliminary Amounts Available Report.

This research focuses on the definition of a multimodal model for sentiment analysis in the Spanish language in a tourism domain. It starts with the analysis of techniques and methods of polarity identification in opinion mining processes for Spanish language texts, and image recognition methods for published in social networks and travel ...

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Many legal experts have said they doubt Trump will be sentenced to prison. Israel and the United Kingdom also can bar people convicted of felonies from visiting. The U.K. restrictions factor in ...

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