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20 Open Datasets for Natural Language Processing
Jul 31, 2019 · In 25 Excellent Machine Learning Open Data Sets, we listed Amazon Reviews and Wikipedia Links for general NLP and the Standford Sentiment Treebank and Twitter US Airlines Reviews specifically...
Datasets for Natural Language Processing
- Text Classification. Text classification refers to labeling sentences or documents, such as …
- Language Modeling. Language modeling involves developing a statistical model for …
- Image Captioning. Image captioning is the task of generating a textual description for a …
- Machine Translation. Machine translation is the task of translating text from one language to …
- Question Answering. Question answering is a task where a sentence or sample of text is …
20 Popular Open Datasets for Natural Language …
In this post, we've compiled 20 of the most popular NLP datasets, categorized into general NLP tasks, sentiment analysis, text-based tasks, and speech recognition. We also explore the key criteria for selecting the ideal dataset for …
12 Best Natural Language Processing Datasets (FREE)
Aug 25, 2023 · Our curated list of top NLP datasets offers a diverse range of textual data, empowering you to develop sentiment analysis, text generation, and language understanding …
MassiveText Dataset - Papers With Code
MassiveText is a collection of large English-language text datasets from multiple sources: web pages, books, news articles, and code. The data pipeline includes text quality filtering, removal of repetitious text, deduplication of similar …
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50 Free Machine Learning Datasets: Natural …
Dec 5, 2018 · SMS Spam Collection in English. This dataset consists of 5,574 English SMS messages, tagged according to them being legitimate or spam; obtained from free or free for research sources on the internet — perfect for …
GitHub - google-research-datasets/ToTTo: ToTTo is …
ToTTo is an open-domain English table-to-text dataset with over 120,000 training examples that proposes a controlled generation task: given a Wikipedia table and a set of highlighted table cells, produce a one-sentence description. During …
NLP Datasets: 24 Open-Source Options to Use Today …
Oct 18, 2021 · These NLP datasets could be just the thing developers need to build the next great AI language product. These open-source datasets for natural language processing offer excellent resources for building better language …
google-research-datasets/Hinglish-TOP-Dataset - GitHub
Consists of the largest (10K) human annotated code-switched semantic parsing dataset & 170K generated utterance using the CST5 augmentation technique. Queries are derived from TOPv2, a multi-domain task oriented semantic …
25 Best NLP Datasets for Machine Learning - iMerit
Jul 22, 2021 · Build your own proprietary NLP dataset for ML. Get a quote for an end-to-end data solution to your specific requirements. Considering our experience in NLP, we at iMerit have compiled this list of our top NLP datasets …
15 datasets for text classification - en.innovatiana.com
Here is our selection of 15 datasets commonly used for text classification, covering various use cases and classification types, and widely recognized for their reliability in automatic natural …
15+ High-Quality LLM Datasets for Training your LLM Models
Oct 28, 2024 · These datasets come from various text formats, from web pages and books to news articles and social media conversations. This diversity exposes the LLM to different …
Releasing Common Corpus: the largest public domain dataset for …
Mar 20, 2024 · Common Corpus is the largest public domain dataset released for training LLMs. Common Corpus includes 500 billion words from a wide diversity of cultural heritage initiatives. …
The Pile (dataset) - Wikipedia
The Pile is an 886.03 GB diverse, open-source dataset of English text created as a training dataset for large language models (LLMs). It was constructed by EleutherAI in 2020 and …
14 Open Datasets for Text Classification in Machine Learning
Nov 29, 2020 · Text classification datasets are used to categorize natural language texts according to content. For example, think classifying news articles by topic, or classifying book …
Full-text data from English-Corpora.org: billions of words of ...
This site contains downloadable, full-text corpus data from ten large corpora of English -- iWeb, COCA, COHA, NOW, Coronavirus, GloWbE, TV Corpus, Movies Corpus, SOAP Corpus, …
Machine Learning Datasets - Papers With Code
DailyDialog is a high-quality multi-turn open-domain English dialog dataset. It contains 13,118 dialogues split into a training set with 11,118 dialogues and validation and test sets with 1000 …
Full-text data from English-Corpora.org: billions of words of ...
Taken from ~100,000 of the most widely-used websites (for English) in the world. Probably the best for "web / tech" language. 20.3 billion words / 34,598,932 texts. 20 countries. The most …
EnglishTense: A large scale English texts dataset categorized into ...
Aug 5, 2024 · he EnglishTense dataset is a comprehensive collection of English sentences meticulously categorized based on their tense: Past, Present, and Future. The dataset …
LLMDataHub: Awesome Datasets for LLM Training - GitHub
In this repository, we provide a curated collection of datasets specifically designed for chatbot training, including links, size, language, usage, and a brief description of each dataset.
Harvard Is Releasing a Massive Free AI Training Dataset Funded …
Dec 12, 2024 · Around five times the size of the notorious Books3 dataset that was used to train AI models like Meta’s Llama, the Institutional Data Initiative's database spans genres, …
The Living History and Surprising Diversity of Computer …
Dec 16, 2024 · The innovative work done in computer text generation in the 1960s is not only of historical interest; it remains inspirational to many. For instance, there are recent poetry …
From text to insight: large language models for chemical data ...
Dec 20, 2024 · The advent of large language models (LLMs) represents a significant shift, potentially enabling non-experts to extract structured, actionable data from unstructured text …
GitHub - google-deepmind/librispeech-long
This is a benchmark dataset for evaluating long-form variants of speech processing tasks such as speech continuation, speech recognition, and text-to-speech synthesis. It is derived from the …
Data extraction from polymer literature using large language models
Dec 19, 2024 · a Example of a shot generated from the text of a manually curated dataset containing glass transition temperature and bandgap values.b Prompt used to extract data …
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