Best AI tools for< Relation Extraction >

SkipWatch is an AI-powered YouTube summarizer that allows users to quickly generate video summaries, saving time and enhancing learning efficiency. With SkipWatch, users can access key information from YouTube videos in seconds, breaking language barriers and accelerating learning. The tool is designed to boost productivity by providing instant video summaries and extracting essential content from videos. Users can easily install SkipWatch as a Chrome extension and enjoy the benefits of efficient content consumption.

Dezan AI is a DIY data collection and analysis platform powered by AI, focusing on collecting real-time data from interest-based respondents worldwide. It offers an easy way to create surveys, with features like pre-defined templates, multiple question types, and AI-assisted survey creation and analysis. Dezan AI helps users set survey goals, reach the right audience, and analyze collected data efficiently.

OpusClip is a generative AI video tool that repurposes long videos into shorts in one click. It uses AI to analyze your video content in relation to the latest social and marketing trends from major platforms, and generates a comprehensive understanding of your video for a data-driven decision on content repurposing. It then picks the highlighting moments of your long video, rearranges them into a viral-worthy short and polishes it with dynamic captions, AI-relayout, smooth transition to ensure that the clip is coherent and attention-grabbing, and ends with a strong call-to-action.

This application is an AI-powered developer relations agent that can automate and consolidate manual developer support. It can automate onboarding and support for developers, and provide insights to improve documentation. The application is trained on technical developer documentation to automate repetitive questions, leading to cost savings, reduced response waiting time, and increased automation of support requests.

The PR Creator is an AI-powered public relations tool that helps businesses create compelling press releases quickly and easily. The platform utilizes advanced artificial intelligence to analyze current trends and craft press releases that are relevant, impactful, and optimized for search engines. With The PR Creator, businesses can streamline their PR process, reduce costs, and elevate their brand's voice with precision and flair.

The AI-Powered Press Release Generator by ITCOMMS Alexander Likhtman's PR Agency is a cutting-edge tool that leverages advanced artificial intelligence technologies to create high-quality and customized press releases in minutes. By utilizing AI, the tool saves time and money typically spent on manual crafting, enhances your professional image, and offers unique features to streamline the press release creation process.

PR Daily is an AI-powered platform that empowers PR professionals with the latest news, insights, and networking opportunities. It provides a comprehensive resource for industry trends, best practices, and expert advice to enhance communication strategies and campaigns. The platform utilizes artificial intelligence to deliver personalized content, analyze data, and optimize media relations workflows. PR Daily aims to streamline PR processes, improve brand reputation, and drive engagement through innovative AI technologies.

SoundHound AI is a global leader in conversational intelligence, providing voice AI solutions for businesses to offer exceptional conversational experiences to their customers. Their proprietary technology enables best-in-class speed and accuracy in multiple languages across automotive, TV, IoT, and customer service industries. SoundHound offers innovative AI-driven products like Smart Answering, Smart Ordering, and Dynamic Interaction™, a real-time customer service interface. With SoundHound Chat AI, a powerful voice assistant integrated with Generative AI, the company powers millions of products and services, handling billions of interactions annually for top-tier businesses.

Aion Assists is a GPT-powered customer service plugin for WooCommerce stores. It offers unique features such as understanding critical typos in inputs, responding to multiple independent questions in a single output, and prioritizing and responding to customer requests in an attention-grabbing manner. With Aion Assists, businesses can enhance their customer support and interaction, leading to increased sales and improved customer satisfaction.

Finta is an AI-powered platform designed to streamline fundraising processes for startups and high-growth companies. Trusted by over 8,000 top-tier companies, funds, and partners, Finta offers tools to optimize fundraising potential, enhance investor relations, and provide real-time insights. The platform leverages AI technology to personalize email scripts, recommend top investors, and facilitate warm introductions. Finta also features a comprehensive CRM system, due diligence smart links, and a collaborative environment for team members, shareholders, and advisors. With a focus on empowering users with tools and knowledge, Finta aims to revolutionize the fundraising experience.

PR Newswire is a leading global provider of news distribution and media monitoring services. We help businesses, organizations, and individuals get their stories out to the world through a variety of channels, including our own network of websites, as well as through partnerships with major news outlets and social media platforms. We also offer a range of media monitoring services, which help businesses track their coverage in the media and measure the impact of their PR campaigns.

GlobeNewswire is a press release distribution service that offers a variety of features to help businesses get their news in front of the right audience. These features include targeted distribution options, media monitoring, a media contacts database, and PR measurement. GlobeNewswire also offers an AI press release generator that can help businesses create press releases quickly and easily.

Cision is an end-to-end communications and media intelligence platform that provides a suite of tools and services to help public relations and communications professionals understand, influence, and amplify their stories. Cision's platform includes PR Newswire, CisionOne, and Cision Insights, which offer a range of capabilities such as PR distribution, media monitoring, media analytics, and influencer outreach. Cision's solutions are used by a wide range of organizations, including Fortune 500 companies, government agencies, and non-profit organizations.

The Biotech Newswire is a specialized PR distribution service for the life science and biotech industry. With over 20 years of experience, it offers unparalleled media coverage and engagement through meaningful post-release reports. Founded by Dr. Sabine Duntze, a PR expert with a strong life science background, the service enhances press releases for AI-based searches using MeSH terms and ChatGPT. It provides cost-effective and service-oriented solutions with fast email response times, proofreading, and consulting.

PressPulse AI is a next-generation platform that serves as an alternative to HARO (Help A Reporter Out) for experts and media resources. It connects experts and journalists by providing personalized opportunities and AI-assisted pitch drafting. With features like tailored opportunities, domain authority data access, and first-mover notifications, PressPulse AI aims to streamline the media engagement process for professionals seeking media coverage. The platform offers different subscription tiers with varying features to cater to different PR needs.

Presscloud.ai is an AI-powered platform designed for public relations professionals and businesses to streamline the process of creating and distributing press releases. The platform offers advanced features such as AI-generated press releases, smart press lists, media monitoring, and journalist matching. Presscloud.ai aims to simplify the PR process by providing tools for writing, distributing, and monitoring press releases, ultimately helping users gain media exposure and build brand credibility.

Howler is an AI-powered PR tool designed to help users get more press coverage for their projects or businesses. By leveraging artificial intelligence technology, Howler assists in crafting compelling press releases, identifying relevant media outlets, and optimizing outreach strategies. With Howler, users can streamline their PR efforts, increase visibility, and attract media attention more effectively. The tool aims to simplify the PR process and empower users to achieve greater success in gaining press coverage.

Write Release is an AI-powered tool that helps users write press releases in minutes. It is easy to use and free to get started. Users simply answer a few questions, and Write Release will generate a high-quality press release that can be used to promote their company or organization.

Doc-E.ai is an AI-powered tool designed to help businesses engage, understand, and upsell to developers by converting conversations into technical content, providing tailored Q&A support, filtering leads based on questions, and identifying pain points for upselling. It offers time-saving solutions for creating content, improving developer engagement, and validating technical content across various technologies. Doc-E.ai revolutionizes developer documentation management by automating categorization, tagging, and providing personalized recommendations for developers.

House of Pitch is an AI-powered platform designed to streamline the pitching process for individuals looking to share news, services, or ideas with journalists and investors. The platform allows users to create short pitches quickly, target specific recipients from a curated list, and receive prompt feedback in the form of a Yes or No answer. With an average acceptance rate above 30%, House of Pitch aims to facilitate meaningful connections between pitchers and recipients while ensuring compliance with personal data regulations.

OneKE is a flexible dockerized system for schema-guided knowledge extraction, capable of extracting information from the web and raw PDF books across multiple domains like science and news. It employs a collaborative multi-agent approach and includes a user-customizable knowledge base to enable tailored extraction. OneKE offers various IE tasks support, data sources support, LLMs support, extraction method support, and knowledge base configuration. Users can start with examples using YAML, Python, or Web UI, and perform tasks like Named Entity Recognition, Relation Extraction, Event Extraction, Triple Extraction, and Open Domain IE. The tool supports different source formats like Plain Text, HTML, PDF, Word, TXT, and JSON files. Users can choose from various extraction models like OpenAI, DeepSeek, LLaMA, Qwen, ChatGLM, MiniCPM, and OneKE for information extraction tasks. Extraction methods include Schema Agent, Extraction Agent, and Reflection Agent. The tool also provides support for schema repository and case repository management, along with solutions for network issues. Contributors to the project include Ningyu Zhang, Haofen Wang, Yujie Luo, Xiangyuan Ru, Kangwei Liu, Lin Yuan, Mengshu Sun, Lei Liang, Zhiqiang Zhang, Jun Zhou, Lanning Wei, Da Zheng, and Huajun Chen.

Zshot is a highly customizable framework for performing Zero and Few shot named entity and relationships recognition. It can be used for mentions extraction, wikification, zero and few shot named entity recognition, zero and few shot named relationship recognition, and visualization of zero-shot NER and RE extraction. The framework consists of two main components: the mentions extractor and the linker. There are multiple mentions extractors and linkers available, each serving a specific purpose. Zshot also includes a relations extractor and a knowledge extractor for extracting relations among entities and performing entity classification. The tool requires Python 3.6+ and dependencies like spacy, torch, transformers, evaluate, and datasets for evaluation over datasets like OntoNotes. Optional dependencies include flair and blink for additional functionalities. Zshot provides examples, tutorials, and evaluation methods to assess the performance of the components.

Taiyi (太一) is a bilingual large language model fine-tuned for diverse biomedical tasks. It aims to facilitate communication between healthcare professionals and patients, provide medical information, and assist in diagnosis, biomedical knowledge discovery, drug development, and personalized healthcare solutions. The model is based on the Qwen-7B-base model and has been fine-tuned using rich bilingual instruction data. It covers tasks such as question answering, biomedical dialogue, medical report generation, biomedical information extraction, machine translation, title generation, text classification, and text semantic similarity. The project also provides standardized data formats, model training details, model inference guidelines, and overall performance metrics across various BioNLP tasks.

Awesome deep logic is a curated list of papers and resources focusing on integrating symbolic logic into deep neural networks. It includes surveys, tutorials, and research papers that explore the intersection of logic and deep learning. The repository aims to provide valuable insights and knowledge on how logic can be used to enhance reasoning, knowledge regularization, weak supervision, and explainability in neural networks.

**bert4torch** is a high-level framework for training and deploying transformer models in PyTorch. It provides a simple and efficient API for building, training, and evaluating transformer models, and supports a wide range of pre-trained models, including BERT, RoBERTa, ALBERT, XLNet, and GPT-2. bert4torch also includes a number of useful features, such as data loading, tokenization, and model evaluation. It is a powerful and versatile tool for natural language processing tasks.

This repository is a collection of papers on Tabular Large Language Models (LLMs) specialized for processing tabular data. It includes surveys, models, and applications related to table understanding tasks such as Table Question Answering, Table-to-Text, Text-to-SQL, and more. The repository categorizes the papers based on key ideas and provides insights into the advancements in using LLMs for processing diverse tables and fulfilling various tabular tasks based on natural language instructions.

DeepPavlov is an open-source conversational AI library built on PyTorch. It is designed for the development of production-ready chatbots and complex conversational systems, as well as for research in the area of NLP and dialog systems. The library offers a wide range of models for tasks such as Named Entity Recognition, Intent/Sentence Classification, Question Answering, Sentence Similarity/Ranking, Syntactic Parsing, and more. DeepPavlov also provides embeddings like BERT, ELMo, and FastText for various languages, along with AutoML capabilities and integrations with REST API, Socket API, and Amazon AWS.

This repository is a collection of papers on Generative AI Machine Unlearning, categorized based on modality and applications. It includes datasets, benchmarks, and surveys related to unlearning scenarios in generative AI. The repository aims to provide a comprehensive overview of research in the field of machine unlearning for generative models.

LLaMA Factory is a unified framework for fine-tuning 100+ large language models (LLMs) with various methods, including pre-training, supervised fine-tuning, reward modeling, PPO, DPO and ORPO. It features integrated algorithms like GaLore, BAdam, DoRA, LongLoRA, LLaMA Pro, LoRA+, LoftQ and Agent tuning, as well as practical tricks like FlashAttention-2, Unsloth, RoPE scaling, NEFTune and rsLoRA. LLaMA Factory provides experiment monitors like LlamaBoard, TensorBoard, Wandb, MLflow, etc., and supports faster inference with OpenAI-style API, Gradio UI and CLI with vLLM worker. Compared to ChatGLM's P-Tuning, LLaMA Factory's LoRA tuning offers up to 3.7 times faster training speed with a better Rouge score on the advertising text generation task. By leveraging 4-bit quantization technique, LLaMA Factory's QLoRA further improves the efficiency regarding the GPU memory.

This repository is a compilation of excellent ML and DL tutorials created by various individuals and organizations. It covers a wide range of topics, including machine learning fundamentals, deep learning, computer vision, natural language processing, reinforcement learning, and more. The resources are organized into categories, making it easy to find the information you need. Whether you're a beginner or an experienced practitioner, you're sure to find something valuable in this repository.

Awesome LLM compression research papers and tools to accelerate LLM training and inference.

PIXIU is a project designed to support the development, fine-tuning, and evaluation of Large Language Models (LLMs) in the financial domain. It includes components like FinBen, a Financial Language Understanding and Prediction Evaluation Benchmark, FIT, a Financial Instruction Dataset, and FinMA, a Financial Large Language Model. The project provides open resources, multi-task and multi-modal financial data, and diverse financial tasks for training and evaluation. It aims to encourage open research and transparency in the financial NLP field.

A repository that lists papers related to Large Language Model (LLM) based agents. The repository covers various topics including survey, planning, feedback & reflection, memory mechanism, role playing, game playing, tool usage & human-agent interaction, benchmark & evaluation, environment & platform, agent framework, multi-agent system, and agent fine-tuning. It provides a comprehensive collection of research papers on LLM-based agents, exploring different aspects of AI agent architectures and applications.

This repository serves as a practical guide for Medical Large Language Models (Medical LLMs) and provides resources, surveys, and tools for building, fine-tuning, and utilizing LLMs in the medical domain. It covers a wide range of topics including pre-training, fine-tuning, downstream biomedical tasks, clinical applications, challenges, future directions, and more. The repository aims to provide insights into the opportunities and challenges of LLMs in medicine and serve as a practical resource for constructing effective medical LLMs.

Awesome-Attention-Heads is a platform providing the latest research on Attention Heads, focusing on enhancing understanding of Transformer structure for model interpretability. It explores attention mechanisms for behavior, inference, and analysis, alongside feed-forward networks for knowledge storage. The repository aims to support researchers studying LLM interpretability and hallucination by offering cutting-edge information on Attention Head Mining.

Open Domain Relation Extractor

Je te parle des pervers narcissique. Je t'informe de leurs traits et de leur comportement. Je t'aide à reconnaitre les signes d'une relation toxique.

Advises on employee relations to foster positive workplace environment.

Facilitates effective communication between the organization and its investors.

Advises on labor relations policies, ensuring compliance and harmony.

Enhances organization's reputation through strategic communication.

Influences policy decisions through strategic government relationships.

Expert in international relations and political theory

Strengthens business relationships through client interaction and feedback analysis.

Get a detailed risk analysis for public relations, marketing, and internal communications, identifying challenges and negative impacts to refine your messaging strategy.

Be Newsworthy Not A Footnote: Get a comprehensive and professional press kit for your business, enhancing your media outreach and public relations efforts. (v1.7)

Engaging expert in international relations, fluent in multiple languages, and interactive educator.

Everything Developer Relations

Ask about Tesla investor relations documents.

Expert in cultural relations and communication strategies

Guides HR managers in employee relations, policy, and performance management.

Expert in geopolitics and international relations.

A global affairs expert covering international relations and culture.

Facilitate amicable solutions and mutual understanding in landlord-tenant relations with expert AI mediation. Navigate your rights and responsibilities with ease. 🤝🏠

HR expert offering insights on management, recruitment, and employee relations.