### Contents - [**Articles**](#resources-articles) - [**Glossary Terms**](#resources-glossary_terms) - [**Discussions**](#resources-discussions) - [**Reports**](#resources-reports) # Natural Language Processing (NLP) Software Resources ##### Articles, Glossary Terms, Discussions, and Reports to expand your knowledge on Natural Language Processing (NLP) Software Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find [articles](#resources-articles) from our experts, [feature definitions](#resources-glossary_terms), [discussions](#resources-discussions) from users like you, and [reports](#resources-reports) from industry data. [ContentsExpand/Collapse Contents](#) - [**Articles**](#resources-articles) - [**Glossary Terms**](#resources-glossary_terms) - [**Discussions**](#resources-discussions) - [**Reports**](#resources-reports) ## Natural Language Processing (NLP) Software Articles [![What is AI-generated text? Examples and Detection](https://learn.g2.com/hubfs/G2CM_FI604_Learn_Article_Images-%5BAI_generated_text%5D_V1a.png "What is AI-generated text? Examples and Detection")](https://www.g2.com/articles/ai-generated-text) [ ### What is AI-generated text? Examples and Detection ](https://www.g2.com/articles/ai-generated-text) From relying on wordsmiths to embracing AI automation, content creation has evolved beyond conventions. [ ![Shreya Mattoo](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shreya Mattoo") SM ](https://learn.g2.com/author/shreya-mattoo) by Shreya Mattoo [![Seq2Seq Models: How They Work and Why They Matter in AI](https://learn.g2.com/hubfs/G2CM_FI427_Learn_Article-%5BMachine_Learning_Operationalization%5D_V1b-1.png "Seq2Seq Models: How They Work and Why They Matter in AI")](https://www.g2.com/articles/seq2seq) [ ### Seq2Seq Models: How They Work and Why They Matter in AI ](https://www.g2.com/articles/seq2seq) Imagine effortlessly translating an entire book from one language to another or condensing pages of dense text into a few clear sentences – all with just a few clicks.  [ ![Chayanika Sen](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Chayanika Sen") CS ](https://learn.g2.com/author/chayanika-sen) by Chayanika Sen [![What Is A Voice Assistant? Your Guide to the Talking Tech](https://learn.g2.com/hubfs/G2CM_BI080_Backlog_Images-%5BInterfaces_tech_voice_assistant%5D_V1a.png "What Is A Voice Assistant? Your Guide to the Talking Tech")](https://www.g2.com/articles/voice-assistant) [ ### What Is A Voice Assistant? Your Guide to the Talking Tech ](https://www.g2.com/articles/voice-assistant) "Ok Google, play The Tortured Poets Department" - and your favorite Taylor Swift album fills the room. [ ![Devin Pickell](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Devin Pickell") DP ](https://learn.g2.com/author/devin-pickell) by Devin Pickell [![Claim Peace of Mind: Decode the Work of Insurance Adjusters](https://learn.g2.com/hubfs/G2CM_FI718_Learn_Articles_Images_%5BInsurance_Adjustors%5D_V1a.png "Claim Peace of Mind: Decode the Work of Insurance Adjusters")](https://www.g2.com/articles/insurance-adjuster) [ ### Claim Peace of Mind: Decode the Work of Insurance Adjusters ](https://www.g2.com/articles/insurance-adjuster) Like the saying, "When life gives you lemons, make lemonade," we often find ways to make the best out of difficult situations. [ ![Devyani Mehta](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Devyani Mehta") DM ](https://learn.g2.com/author/devyani-mehta) by Devyani Mehta [![How AI-Driven HR Software Helps Prevent Employee Turnover](https://learn.g2.com/hubfs/people%20looking%20at%20a%20laptop.jpg "How AI-Driven HR Software Helps Prevent Employee Turnover")](https://www.g2.com/articles/ai-driven-hr-software-prevent-employee-turnover) [ ### How AI-Driven HR Software Helps Prevent Employee Turnover ](https://www.g2.com/articles/ai-driven-hr-software-prevent-employee-turnover) The entire office suffers when talented employees leave. Never mind the cost of hiring, onboarding, and bringing a new person up to speed. Losing good employees leaves the remaining workforce demoralized and stressed with an unaccounted-for workload. Without good employee engagement, everything falls apart. [ ![Grace Savides](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Grace Savides") GS ](https://learn.g2.com/author/grace-savides) by Grace Savides [![2021 Trends in Conversational AI](https://learn.g2.com/hubfs/conversational%20AI%20trends%202021.jpg "2021 Trends in Conversational AI")](https://www.g2.com/articles/conversational-ai-trends-2021) [ ### 2021 Trends in Conversational AI ](https://www.g2.com/articles/conversational-ai-trends-2021) This post is part of G2's 2021 digital trends series. Read more about G2’s perspective on digital transformation trends in an introduction from Michael Fauscette, G2's chief research officer and Tom Pringle, VP, market research, and additional coverage on trends identified by G2’s analysts. [ ![Matthew Miller](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Matthew Miller") MM ](https://learn.g2.com/author/matthew-miller) by Matthew Miller [![The Role of Artificial Intelligence in Accounting](https://learn.g2.com/hubfs/papers%20and%20calculator%20kept%20on%20a%20table.jpg "The Role of Artificial Intelligence in Accounting")](https://www.g2.com/articles/the-role-of-artificial-intelligence-in-accounting) [ ### The Role of Artificial Intelligence in Accounting ](https://www.g2.com/articles/the-role-of-artificial-intelligence-in-accounting) Accounting is one of the most important, yet daunting and expensive departments in almost all companies. Accountants oversee all financial operations of a business to help it run smoothly and efficiently. These include preparing and analyzing financial statements (e.g., cash flow, income statement, balance sheet), paying taxes on time, and maintaining the companies’ general ledger (GL). All these tasks require a great deal of human interaction that takes time and money; no matter how careful an employee may be, there is always the chance for human error, which could snowball and lead to devastating financial results in the future. [ ![Nathan Calabrese](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Nathan Calabrese") NC ](https://learn.g2.com/author/nathan-calabrese) by Nathan Calabrese [![Interfacing With Interfaces: Giving Technology a Voice](https://learn.g2.com/hubfs/G2CM_BI080_Backlog_Images-%5BInterfaces_tech_voice_assistant%5D_V1a.png "Interfacing With Interfaces: Giving Technology a Voice")](https://www.g2.com/articles/interfaces-technology-voice-assistant) [ ### Interfacing With Interfaces: Giving Technology a Voice ](https://www.g2.com/articles/interfaces-technology-voice-assistant) Voice technology: The voice heard ‘round the world. We’ve all heard of Amazon’s Alexa and Google Assistant (maybe even Samsung's Bixby and Alibaba’s Tmall Genie). [ ![Matthew Miller](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Matthew Miller") MM ](https://learn.g2.com/author/matthew-miller) by Matthew Miller [![Artificial Intelligence in Financial Research](https://learn.g2.com/hubfs/Stock%20images/Abstract%20high%20tech%20background%20with%20graphs%20and%20diagrams-1.jpeg "Artificial Intelligence in Financial Research")](https://www.g2.com/articles/artificial-intelligence-financial-research) [ ### Artificial Intelligence in Financial Research ](https://www.g2.com/articles/artificial-intelligence-financial-research) Artificial intelligence (AI) has woven itself into the fabric of many types of software by leveraging data to produce relevant insights and carry out repetitive tasks; and financial research software is no exception. AI for financial research  Financial research software aggregates data and documents on user-selected topics for analysts to use in their investment selection process. Financial services professionals use this software to properly vet investments based on the amount of acceptable risk. AI is instrumental in reducing the amount of time needed to aggregate relevant information and data from reputable sources and make sound investments.  [ ![Patrick Szakiel](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Patrick Szakiel") PS ](https://learn.g2.com/author/patrick-szakiel) by Patrick Szakiel Show More ## Natural Language Processing (NLP) Software Glossary Terms [![Algorithmic Bias](https://learn.g2.com/hubfs/G2CM_GI653_Glossary_Article_Images_%5BAlgorithmic_Bias%5D_V1b.png "Algorithmic Bias")](https://www.g2.com/glossary/algorithmic-bias-definition) [Algorithmic Bias](https://www.g2.com/glossary/algorithmic-bias-definition) Algorithmic bias is a systematic AI error that generates unfair outcomes based on race, age, or gender. Learn its types, examples, and prevention. by Washija Kazim [![Large Language Models](https://learn.g2.com/hubfs/G2CM_GI884_Glossary_Article_Images-%5Blarge_language_models%5D_V1a.png "Large Language Models")](https://www.g2.com/glossary/large-language-models-definition) [Large Language Models](https://www.g2.com/glossary/large-language-models-definition) Explore large language models (LLMs) and how they are revolutionizing language processing. Learn about how these AI systems understand and generate text. by Mara Calvello [![Transformer Model](https://learn.g2.com/hubfs/G2CM_GI869_Glossary_Article_Images-%5Btransformer_model%5D_V1a.png "Transformer Model")](https://www.g2.com/glossary/transformer-model-definition) [Transformer Model](https://www.g2.com/glossary/transformer-model-definition) What is a transformer model, and why is it important as a software feature? Our G2 guide can help you understand transformer models, how industry professionals use them, and their benefits. by Matthew Miller [![Entity Extraction](https://learn.g2.com/hubfs/G2CM_GI789_Glossary_Article_Images-%5Bentity_extraction%5D_V1b.png "Entity Extraction")](https://www.g2.com/glossary/entity-extraction-definition) [Entity Extraction](https://www.g2.com/glossary/entity-extraction-definition) What is entity extraction and why is it important as a software feature? Our G2 guide can help you understand entity extraction, how it’s used by industry professionals, and its benefits. by Matthew Miller [![Speech Analytics](https://learn.g2.com/hubfs/G2CM_GI739_Glossary_Article_Images-%5Bspeech_analytics%5D_V1b.png "Speech Analytics")](https://www.g2.com/glossary/speech-analytics-definition) [Speech Analytics](https://www.g2.com/glossary/speech-analytics-definition) Speech analytics uses artificial intelligence tools to gather relevant business information from real customer call data. Learn about types and benefits. by Holly Landis [![Voiceover](https://learn.g2.com/hubfs/G2CM_GI747_Glossary_Article_Images-%5Bvoiceover%5D_V1b.png "Voiceover")](https://www.g2.com/glossary/voiceover-definition) [Voiceover](https://www.g2.com/glossary/voiceover-definition) A voiceover is recorded and added to a video or any other multimedia piece. Voice quality, diction, and emotions are essential for a good voiceover. by Alyssa Towns [![Text Mining](https://learn.g2.com/hubfs/G2CM_GI671_Glossary_Article_Images-%5Btext_mining%5D_V1b.png "Text Mining")](https://www.g2.com/glossary/text-mining-definition) [Text Mining](https://www.g2.com/glossary/text-mining-definition) Text mining automatically transforms unstructured textual data into easily analyzed structured data. Learn more about its techniques and applications. by Kelly Fiorini [![Beam Search](https://learn.g2.com/hubfs/beam%20search.png "Beam Search")](https://www.g2.com/glossary/beam-search-definition) [Beam Search](https://www.g2.com/glossary/beam-search-definition) Beam search is a heuristic search algorithm that uses the promising node in a limited set to explore a graph. Learn its importance and various variants. by Sudipto Paul ## Natural Language Processing (NLP) Software Discussions 0 Question on: Kapiche [What kind of data can Kapiche analyze?](/discussions/product-bc2c512f-8eaf-483f-9fcf-87172a52d4f9) Product Kapiche is data-agnostic and can analyze just about any dataset as long as it consists of discrete records and contains unstructured text data. Our customers predominantly use Kapiche to analyze surveys, support and chat data, online reviews and social media data. Answered: Rhiannon Kastrissios on November 5, 2021 [Your answer](/discussions/product-bc2c512f-8eaf-483f-9fcf-87172a52d4f9/comments/new?remote=true) 0 Question on: Algolia [How to contact support?](/discussions/support-731fdb7d-f6b5-4afd-b563-161054407ae1) Algolia has a support page with product status updates, FAQs, and how to reach out to someone: https://www.algolia.com/support/ Answered: Meredith Brandt on December 2, 2019 [Your answer](/discussions/support-731fdb7d-f6b5-4afd-b563-161054407ae1/comments/new?remote=true) 0 Question on: Algolia [Which languages are supported by the engine?](/discussions/language-support-635a721e-7432-40e4-add5-11728acc7d07) Our engine is language-agnostic: it supports alphabet-based and symbol-based languages (such as Chinese, Japanese or Korean). To set the language(s) you want to use for language-specific settings such as ignorePlurals, removeStopWords, and CJK word-detection, consult the queryLanguages parameter page. Answered: Meredith Brandt on May 6, 2021 [Your answer](/discussions/language-support-635a721e-7432-40e4-add5-11728acc7d07/comments/new?remote=true) - [‹ Prev‹ Prev](/categories/natural-language-processing-nlp/resources?discussions_page=5) - [1](/categories/natural-language-processing-nlp/resources) - [2](/categories/natural-language-processing-nlp/resources?discussions_page=2) - [3](/categories/natural-language-processing-nlp/resources?discussions_page=3) - [4](/categories/natural-language-processing-nlp/resources?discussions_page=4) - [5](/categories/natural-language-processing-nlp/resources?discussions_page=5) - 6 - [7](/categories/natural-language-processing-nlp/resources?discussions_page=7) - [Next ›Next ›](/categories/natural-language-processing-nlp/resources?discussions_page=7) ## Natural Language Processing (NLP) Software Reports Small-Business Grid® Report for Natural Language Processing (NLP) Summer 2026 G2 Report: Grid® Report Grid® Report for Natural Language Processing (NLP) Summer 2026 G2 Report: Grid® Report Small-Business Grid® Report for Natural Language Processing (NLP) Spring 2026 G2 Report: Grid® Report Grid® Report for Natural Language Processing (NLP) Spring 2026 G2 Report: Grid® Report Small-Business Grid® Report for Natural Language Processing (NLP) Winter 2026 G2 Report: Grid® Report Grid® Report for Natural Language Processing (NLP) Winter 2026 G2 Report: Grid® Report