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This page provides selected resources for students, researchers, educators, families, professionals, institutions, and others interested in linguistics, bilingual development, language learning, English–Chinese communication, translation, cross-cultural communication, academic writing, and research support.

The resources listed here are provided for general educational and informational purposes. They are not exhaustive, and their inclusion does not mean that HHG Linguistic Consulting formally endorses every feature, policy, fee structure, or output of the listed tools.

The following resources may be useful for locating scholarly publications, open-access research, academic books, language-related studies, and research literature.

Google Scholar

A broad search tool for scholarly literature across disciplines, including articles, theses, books, abstracts, and materials from academic publishers, professional societies, universities, and other scholarly sources.

ERIC

An online library of education research and information sponsored by the Institute of Education Sciences of the U.S. Department of Education. It may be useful for language education, bilingual education, curriculum, assessment, and educational research.

MLA International Bibliography

A major research database for literature, linguistics, language, rhetoric, writing studies, folklore, and related humanities fields. Access may depend on institutional subscription.

DOAJ: Directory of Open Access Journals

A searchable index of open-access scholarly journals from around the world. It can be useful for locating peer-reviewed open-access journals and articles.

DOAB: Directory of Open Access Books

A discovery service for peer-reviewed open-access academic books. It may be useful for locating scholarly books and edited volumes available in open-access form.

OpenAlex

An open catalogue of scholarly works, authors, institutions, sources, and related research information. It may be useful for exploring publication records, citation networks, and scholarly metadata.

Crossref Metadata Search

A tool for searching metadata for journal articles, books, datasets, standards, and other scholarly outputs. It is especially useful for checking publication details and DOI-related information.

Linguistic Data Consortium

A catalogue of language corpora and linguistic data resources. Some materials may require membership, licensing, or institutional access.

CLARIN Language Resources

A European research infrastructure that provides access to language resources, digital corpora, tools, and language-related research infrastructure.

The following resources may be useful for research planning, language-data analysis, transcription, annotation, survey design, open-science practice, and research-material sharing.

OSF: Open Science Framework

A research-management and sharing platform that can be used to organize projects, share papers or preprints, register studies, manage research materials, and support open-science workflows

IRIS Database

A free public collection of instruments, materials, stimuli, data, and coding or analysis tools used in language research, including first language, second language, multilingualism, language education, language use, and language processing.

CHILDES / TalkBank

A major resource for child-language data and language-development research. CHILDES is the child-language component of TalkBank, and TalkBank also includes other language-data banks.

CLAN

A program for analyzing data transcribed in CHAT format. It is widely used with CHILDES and TalkBank data.

ELAN

An annotation tool for audio and video recordings. It allows users to create multiple layers of time-aligned annotations, such as words, translations, comments, glosses, or descriptions of observed features.

Praat

A widely used program for phonetic analysis. It can be used to analyze, synthesize, manipulate, annotate, and visualize speech sounds.

Qualtrics

An online survey platform that may be useful for questionnaire design, participant screening, survey distribution, data collection, and research-report generation. Institutional access may be required for some features.

The following resources may be useful for students, educators, researchers, and language learners.

Purdue OWL

A widely used academic writing resource covering writing, research, citation, grammar, academic writing, and instructional materials.

Zotero

A free reference-management tool for collecting, organizing, annotating, citing, and sharing research sources.

ZoteroBib

A quick bibliography generator for APA, MLA, Chicago, Harvard, and many other citation styles.

Overleaf

An online LaTeX editor for academic and technical writing, especially useful for collaborative writing, version control, templates, and document preparation.

IPA Chart

The official International Phonetic Association chart, available for download in PDF and image formats.

Sounds of Speech

An interactive phonetics resource from the University of Iowa that shows how speech sounds are formed.

COCA: Corpus of Contemporary American English

A large online corpus of contemporary American English, useful for exploring word use, collocations, registers, frequency patterns, and examples of language in context.

Glottolog

A catalogue of the world’s languages, language families, and dialects, with stable identifiers and bibliographic information.

Ethnologue

A reference resource for information about the world’s living languages. Some content may require subscription or limited-access browsing.

The following AI tools may be useful for writing support, language learning, translation assistance, research organization, source-based note-taking, transcription review, brainstorming, and multilingual communication. Users should always check outputs carefully and should not enter confidential, identifiable, sensitive, or unpublished materials unless they understand the relevant privacy, institutional, and ethical implications.

ChatGPT

An AI assistant that can support brainstorming, drafting, rewriting, explaining concepts, language learning, research planning, document preparation, and multilingual communication when used carefully and critically.

Claude

An AI assistant that may be useful for writing, research, analysis, coding, and complex problem-solving.

Google Gemini

Google’s AI assistant, which may support writing, planning, brainstorming, summarizing, and other generative-AI tasks.

Microsoft Copilot

Microsoft’s AI assistant, which may support writing, brainstorming, information work, and productivity tasks, especially within Microsoft-related environments.

NotebookLM

A source-based AI research and note-taking tool that can analyze uploaded sources, help organize information, and generate study or research-oriented summaries based on user-provided materials.

DeepL

An AI translation and writing-support platform that can translate text and files and may be useful for language comparison, translation drafting, and post-editing practice.

Google Translate

A widely used translation tool for words, phrases, web pages, images, and multilingual communication. Its outputs should be checked carefully, especially for academic, professional, legal, medical, or culturally sensitive communication.

Perplexity

An AI-powered answer engine that searches the web and synthesizes information with source links. It may be useful for preliminary exploration, but sources should be checked carefully.

Elicit

An AI research assistant for searching, summarizing, extracting information from, and interacting with scholarly papers.

Consensus

An AI academic search tool focused on peer-reviewed literature and research summaries.

Grammarly

An AI-supported writing assistant for grammar, clarity, tone, and revision support.

QuillBot

A suite of AI writing tools, including paraphrasing, grammar checking, summarizing, citation generation, and related writing-support functions.

The resources listed on this page are provided for general educational, academic, and informational purposes. They do not replace formal academic supervision, institutional ethics review, clinical assessment, legal advice, certified translation, or professional services requiring regulated qualifications.

Users are responsible for checking whether a tool, template, website, database, or AI application is appropriate for their own academic, institutional, professional, ethical, privacy, or copyright context.

AI-generated outputs should be checked carefully. AI tools may produce inaccurate, incomplete, biased, outdated, or misleading information. They should not be used as a substitute for scholarly judgment, human expertise, ethical review, or professional responsibility.

Students and researchers should follow the academic-integrity, authorship, citation, data-protection, and AI-use policies of their own institutions.

For questions about consultation related to language, research, bilingual development, English–Chinese communication, translation-related issues, cross-cultural communication, academic writing, or AI-supported language work, please contact HHG Linguistic Consulting.