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:

December 13, 2023Ep. 79 - December 12, 2023
arXiv NLP research summaries for December 13, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Improving factual accuracy of large language models through alignment techniques or error injection

Mitigating aggressive fine-tuning of pretrained models with limited labeled data

Generating coherent narratives for visual scenes using diffusion models

Adapting large language models to scientific domains with contextual calibration

Extracting relational knowledge from text through bi-encoder-decoder models
...more
32min
December 12, 2023Ep. 78 - December 11, 2023
arXiv NLP research summaries for December 11, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Mitigating toxicity and bias in large language models while preserving performance

Enhancing few-shot learning capabilities for low-resource languages and tasks

Developing explainable and transparent approaches for evaluating model behavior

Advancing multimodal learning through combined use of text, images, audio and networks

Creating retrievers and decoders for more focused, relevant, and fact-based generation
...more
25min
December 12, 2023Ep. 77 - December 10, 2023
arXiv NLP research summaries for December 10, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Compressing and distilling large language models for efficiency

Applying large language models to open-domain fact checking

Incorporating commonsense knowledge into language models

Using language models for lexical semantic change detection

Developing multimodal models for meme analysis
...more
16min
December 12, 2023Ep. 76 - December 9, 2023
arXiv NLP research summaries for December 9, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Analyzing and detecting toxic language in social media

Understanding and improving team collaboration through dialogue analysis

Using transformer models like BERT for text classification tasks

Explaining predictions of generative language models

Editing knowledge in large language models while retaining historical knowledge
...more
20min
December 11, 2023Ep. 75 - December 8, 2023
arXiv NLP research summaries for December 8, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Protecting copyright of large language models with human-readable fingerprints

Creating datasets and models for dialogue summarization in French

Using retrieval to augment reasoning in multi-agent debates

Generating explanations to understand and repair entity alignment models

Leveraging text retrieval to enhance predictive chemistry models
...more
28min
December 08, 2023Ep. 74 - December 7, 2023
arXiv NLP research summaries for December 7, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Developing multimodal models for detecting misinformation in social media

Evaluating language models for providing personalized coaching messages for behavioral weight loss

Analyzing the tendency of language models to break safety mechanisms when given malicious instructions

Applying knowledge distillation to create efficient question answering models for Spanish

Probing language models across scales and layers to understand their reasoning abilities
...more
27min
December 07, 2023Ep. 73 - December 6, 2023
arXiv NLP research summaries for December 6, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Improving cross-lingual speech recognition through better phoneme recognition and grapheme translation

Analyzing limitations of generic toxicity classifiers for detecting misogyny

Exploring the role of topic and genre in dialogue systems

Techniques to teach scientific knowledge to large language models

Scaling natural language interfaces for querying massive databases
...more
25min
December 06, 2023Ep. 72 - December 5, 2023
arXiv NLP research summaries for December 5, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Empathy, emotion, and personality detection in text

Multilingual model ensembles for intimacy prediction

Tokenization impact on Russian language model adaptation

Compositional generalization for data-to-text generation

Applying large language models to graph data
...more
14min
December 05, 2023Ep. 71 - December 4, 2023
arXiv NLP research summaries for December 4, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Evaluating language models on ability to generate educational math questions and solve programming problems.

Techniques to improve language model reasoning like providing additional context, communication between models, and self-critiquing outputs.

Methods to detect machine generated text and model grounding abilities.

Understanding media coverage patterns and news ecosystem dynamics with article similarity models.

Leveraging open source code to train performant and unbiased language models for code.
...more
23min
December 05, 2023Ep. 70 - December 3, 2023
arXiv NLP research summaries for December 3, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Improving named entity recognition for low-resource languages like Marathi.

Using explicitations to bridge knowledge gaps and improve machine translation.

Benchmarking generative language models for Norwegian language tasks.

Generating educational Arabic crossword puzzles with AI.

Evaluating the quality of sentence splitting and rephrasing.
...more
19min

FAQs about TechcraftingAI NLP:

How many episodes does TechcraftingAI NLP have?

The podcast currently has 271 episodes available.