Beyond simple text tagging, we provide meticulous annotation of linguistic nuances, user intent, emotions, and logical relationships within text. Through this specialized work, Large Language Models (LLMs) can truly understand, generate, and interact with human language in astonishingly natural and effective ways.
Sentiment Analysis We classify the emotional tone of text (positive, negative, neutral), which is essential for analyzing customer feedback and monitoring brand sentiment.
Named Entity Recognition(NER) For information extraction and knowledge graph construction, we identify and categorize specific entities within text, such as people, locations, organizations, and dates.
Text Classification This involves sorting text into predefined topics or types, crucial for content moderation, spam detection, and content routing.
Question Answering (QA) & Conversational AI We build intelligent chatbots by creating accurate question-and-answer pairs and labeling user intent and entities within conversational data.
Content Review To ensure AI-powered platforms operate safely and responsibly, we manage and annotate harmful or inappropriate content (e.g., profanity, hate speech, violence).
Human Feedback for LLMs (RLHF Preparation) We provide human preference rankings and revisions for responses generated by Large Language Models (LLMs), ensuring the model produces more accurate, useful, and aligned outputs.
Chatbot & Virtual Assistant Development We build conversational data to enhance user intent recognition, Natural Language Understanding (NLU), and Natural Language Generation (NLG) capabilities.
Customer Service Automation This includes automatic classification and response to customer inquiries, building chatbot-based FAQ systems, and analyzing customer consultation content.
Content Generation & Editing We train AI systems for article writing, report summarization, and generating and editing marketing copy.
Search Engines & Recommendation Systems Our services improve question comprehension, document summarization, and the extraction of highly relevant information.
Social Media Analysis We facilitate public opinion analysis, trend identification, and the detection and filtering of hate speech.
Translation & Multilingual Processing We develop high-quality translation models that consider linguistic nuances and context across languages.
Enterprise Internal Information Management We boost work efficiency by automatically extracting, summarizing, and classifying necessary information from vast internal documents.