Text Data

• Text Classification – (sentiment, emotion, hate speech, topic, intent detection)
• Sequence Labeling – (NER, POS tagging, chunking, slot filling, keyphrase extraction)
• Sequence-to-Sequence – (machine translation, summarization, paraphrasing, simplification)
• Question Answering and Reasoning – (extractive QA, generative QA, reading comprehension)
• Retrieval and Ranking – (document retrieval, semantic search, reranking)
• Dialogue and Generation – (chatbots, instruction following, story generation)
• Structured Prediction and Parsing – (dependency parsing, constituency parsing, semantic parsing)