Ep. 98 - December 31, 2023
Episode 98 of the TechcraftingAI NLP podcast, hosted by Brad Edwards, titled "Ep. 98 - December 31, 2023" was published on January 2, 2024 and runs 17 minutes.
January 2, 2024 ·17m · TechcraftingAI NLP
Summary
arXiv NLP research summaries for December 31, 2023. You can find summaries and links to each article here. Today's research themes (AI summary) Multi-modal intent detection using shallow-to-deep interaction frameworks and data augmentation. Knowledge-based question answering by decomposing questions, retrieving entities, and reasoning over knowledge graphs. Specializing large language models for domain-specific tasks like geoscience through further pretraining and instruction tuning. Evaluating language models more robustly using diverse prompts and tailored metrics for specific use cases. Incorporating personality, persona, and profile modeling into conversational agents and chatbots.
Episode Description
arXiv NLP research summaries for December 31, 2023. You can find summaries and links to each article here.
Today's research themes (AI summary)
- Multi-modal intent detection using shallow-to-deep interaction frameworks and data augmentation.
- Knowledge-based question answering by decomposing questions, retrieving entities, and reasoning over knowledge graphs.
- Specializing large language models for domain-specific tasks like geoscience through further pretraining and instruction tuning.
- Evaluating language models more robustly using diverse prompts and tailored metrics for specific use cases.
- Incorporating personality, persona, and profile modeling into conversational agents and chatbots.
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