TechcraftingAI NLP

By Brad Edwards

TechcraftingAI NLP brings you daily summaries of the latest arXiv Computation and Language research.... more

· Technology

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FAQs about TechcraftingAI NLP:

How many episodes does TechcraftingAI NLP have?

The podcast currently has 271 episodes available.

TechcraftingAI NLP episodes:

October 25, 2023Ep. 31 - October 24, 2023
arXiv research summaries for Computation and Language from October 24, 2023. You can find summaries and links to each article ⁠⁠⁠⁠here⁠⁠⁠⁠.
Today's research themes - LLM generated - fair warning! 😁
Machine Translation and Speech Recognition
New methods were proposed for machine translation using large language models, including techniques for controlling gender bias and translating code between programming languages. Advances were made in speech recognition for accented speech.
Language Model Capabilities and Limitations
Several studies analyzed the capabilities and biases of large language models. Models exhibit social identity biases and struggle with negation and generalization. Emotion recognition was found to help detect synthetic text. Other work looked at how models handle non-natural language input.
Knowledge and Reasoning
New datasets and methods were introduced to evaluate knowledge graph completion, information extraction, question answering, logical reasoning, and conversational reasoning. Findings show current models still have limitations in robust reasoning.
Model Training Techniques
Papers explored prompt engineering, contrastive learning, and other techniques to improve model training. Analysis provided insights into how models learn from demonstrations.
Healthcare and Legal Applications
Datasets and models were developed for generating medical conversations and simplifying legal documents. These have potential to assist doctors and increase access to legal information.
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1h 19min
October 24, 2023 Ep. 30 - October 23, 2023 - Part 2
arXiv research summaries for Computation and Language from October 23, 2023. You can find summaries and links to each article ⁠⁠⁠here⁠⁠⁠.
The epic continuation!
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51min
October 24, 2023 Ep. 29 - October 23, 2023 - Part 1
arXiv research summaries for Computation and Language from October 23, 2023. You can find summaries and links to each article ⁠⁠here⁠⁠.
Part 1?! Yep. There were that many submissions it the TTS engine wasn't having it 🤣 -Brad
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1h 1min
October 24, 2023 Ep. 28 - October 22, 2023
arXiv research summaries for Computation and Language from October 22, 2023. You can find summaries and links to each article ⁠⁠here⁠⁠.
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1h 6min
October 24, 2023 Ep. 27 - October 21, 2023
arXiv research summaries for Computation and Language from October 21, 2023. You can find summaries and links to each article ⁠⁠here⁠⁠.
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37min
October 23, 2023 Ep. 26 - October 20, 2023
arXiv research summaries for Computation and Language from October 20, 2023. You can find summaries and links to each article ⁠⁠here⁠⁠.
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1h 20min
October 20, 2023 Ep. 25 - October 19, 2023
arXiv research summaries for Computation and Language from October 19, 2023. You can find summaries and links to each article ⁠here⁠.
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59min
October 19, 2023 Ep. 24 - October 18, 2023
arXiv research summaries for Computation and Language from October 18, 2023. You can find summaries and links to each article here.
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47min
October 18, 2023 Ep. 23 - October 17, 2023
arXiv research summaries for Computation and Language from October 17, 2023. You can find summaries and links to each article here.
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54min
October 17, 2023 Ep. 22 - October 16, 2023
arXiv research summaries for Computation and Language from October 16, 2023. You can find summaries and links to each article here.
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1h 18min

FAQs about TechcraftingAI NLP:

How many episodes does TechcraftingAI NLP have?

The podcast currently has 271 episodes available.