Information Extraction

OneKE: a dockerized, schema-guided LLM agent system efficiently extracts knowledge from diverse sources, offering adaptability and robust error handling.

LongKey: A novel framework excels at extracting keyphrases from lengthy documents using an encoder-based language model and max-pooling, outperforming existing methods across diverse datasets.

RetrieveGPT enhances code-mixed information retrieval by merging GPT-3.5 Turbo prompts with a novel mathematical model, improving the accuracy of relevant document extraction from complex, sequenced c…