Commercial training data from specialist providers. Listings show what each source advertises; licensing is confirmed with the provider before any agreement.
This dataset consists of text-based records capturing human resources interview scenarios in the United Arab Emirates, framed for retail-focused analysis.
A multilingual domain-specific parallel translation corpus dataset built from Korean-to-English, Korean-to-Arabic, and Korean-to-Chinese translations specialized in…
A multilingual general-domain preference evaluation dataset built from questions in areas such as politics, finance, and society and three AI-generated answers, with…
A multilingual legal preference evaluation dataset built from legal-domain questions and three AI-generated answers, with law majors and legal professionals providing…
A multilingual legal QA text dataset covering civil, criminal, and public law, built from expert-level questions and answers reviewed and refined by law majors and legal…
A multilingual public administration QA dataset built from tables and contextual sentences in press releases from government agencies such as the Ministry of the…
Authoring commands by native Arabic speakers, covering 8 modules: Make phone calls, Play control, On-board control, Map, Music, Radio, Video, and Weather.
A collection of text data extacted from newspapers primarily published in palestine.
A high-difficulty text dataset developed to train expert-level reasoning in LLMs based on doctoral examination questions and solutions in Egyptian Arabic.
A benchmark text dataset developed for Arena evaluation based on Egyptian Arabic.
A benchmark text dataset developed for BFCL 3v function-calling evaluation based on Egyptian Arabic.
A benchmark text dataset developed for BFCL 4v function-calling evaluation based on Egyptian Arabic.
A high-difficulty reasoning benchmark dataset constructed in accordance with global HLE standards based on Egyptian Arabic encompassing complex reasoning problems at an…
A benchmark text dataset developed to evaluate long-context processing capabilities based on Egyptian Arabic.
A multi-turn Chat Arena preference evaluation dataset compiled by collecting human preference judgments on AI model responses based on Egyptian Arabic.
A single-turn Chat Arena preference evaluation dataset compiled by collecting human preference judgments on AI model responses based on Egyptian Arabic.
A benchmark text dataset developed for Tau evaluation based on Egyptian Arabic.
A high-difficulty reasoning and benchmark dataset constructed in accordance with Korea-specific HLE standards based on Gulf Arabic encompassing advanced academic-level…
This dataset consists of text-based records capturing loan application call scenarios in the United Arab Emirates, framed for IT-focused analysis.
A multilingual AI model evaluation dataset built by having expert reviewers re-evaluate and verify automatically scored response quality according to defined evaluation…
A multilingual QA benchmark dataset built for evaluating rapidly changing knowledge and factual accuracy across general domains, curated by professional annotators.
A multilingual instruction-following QA text dataset built for tasks that require generating answers based on referenced documents.
A multilingual general-domain QA text dataset covering topics such as politics, finance, and society, reviewed and refined by professional annotators.
A multilingual multi-turn chat text dataset built directly by professional annotators, including speaker information, proper nouns, chat slang, typo tags, and natural…