Microsoft Icecaps: An Open-Source Toolkit For Conversation Modeling
ACL (3)(2019)
摘要
The Intelligent Conversation Engine: Code and Pre-trained Systems (Microsoft IcEcAPs) is an upcoming open-source natural language processing repository. ICECAPS wraps Tensor-Flow functionality in a modular component-based architecture, presenting an intuitive and flexible paradigm for constructing sophisticated learning setups. Capabilities include multitask learning between models with shared parameters, upgraded language model decoding features, a range of built-in architectures, and a user-friendly data processing pipeline. The system is targeted toward conversational tasks, exploring diverse response generation, coherence, and knowledge grounding. ICECAPS also provides pretrained conversational models that can be either used directly or loaded for fine-tuning or bootstrapping other models; these models power an online demo of our framework.
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关键词
microsoft icecaps,open-source
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