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 05, 2023Ep. 69 - December 2, 2023
arXiv NLP research summaries for December 2, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Leveraging large language models for question generation and text classification

Adapting general language models for domain-specific tasks like medicine

Detecting and analyzing stress levels in online academic communities

Building end-to-end speech-to-text translation models

Using prompting and zero-shot learning to classify factual errors in summaries
...more
20min
December 04, 2023Ep. 68 - December 1, 2023
arXiv NLP research summaries for December 1, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Investigating reasoning capability of large language models using knowledge graphs

Efficient training methods for large language models

Legal judgment prediction using Japanese tort law case dataset

Using summarization for document classification data augmentation

Quality estimation for machine translation without reference translations
...more
23min
December 01, 2023Ep. 67 - November 30, 2023
arXiv NLP research summaries for November 30, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Evaluating language models' capability for logical reasoning and explanation

Improving semantic representations from sentence embeddings

Using reasoning patterns and retrieval to improve question answering

Analyzing coordination and dialogue structure in online debates

Applying question answering to ESG reporting for information extraction
...more
27min
November 30, 2023Ep. 66 - November 29, 2023
arXiv NLP research summaries for November 29, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Evaluating and improving robustness, safety and reliability of large language models.

Using large language models for specialized domains and low-resource languages.

Leveraging emotions, debate strategies and reinforcement learning to enhance large language model capabilities.

Developing benchmarks and metrics to assess language model reasoning abilities.

Applying categorical compositional semantics for natural language understanding.
...more
29min
November 29, 2023Ep. 65 - November 28, 2023
arXiv NLP research summaries for November 28, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Causal relationships between emotions and causes in text

Medical text processing toolkit with generative functions

Scaling political texts with GPT-4

Aligning text to label hierarchies for imbalanced classification

Evaluating optimal human reference translations
...more
23min
November 28, 2023Ep. 64 - November 27, 2023
arXiv NLP research summaries for November 27, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Evaluating AI text generation quality and trustworthiness

Improving neural retrieval with self-supervised learning

Applying large language models to specialized domains

Advancing multimodal capabilities of language models

Studying model editing techniques
...more
32min
November 28, 2023Ep. 62 - November 25, 2023
arXiv NLP research summaries for November 25, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Paraphrase generation using vector-quantized prompt learning

Evaluating safety and accuracy of large language models in high-risk domains

Improving empathy in dialog systems using emotion correlation modeling

Identifying offensive language in code-mixed and transliterated text

Detecting developmental language disorders using neural networks
...more
13min
November 28, 2023Ep. 63 - November 26, 2023
arXiv NLP research summaries for November 26, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Long and coherent text generation with control over length and completeness

Incorporating syntactic structure into language models

Leveraging qualitative data to improve stock market forecasting

Evaluating hallucination phenomena in Chinese language models

Enhancing empathetic dialogue with commonsense reasoning
...more
19min
November 27, 2023Ep. 61 - November 24, 2023
arXiv NLP research summaries for November 24, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Evaluating simultaneous translation systems with duration-aware latency metrics.

Using larger context representations to improve multilingual coreference resolution.

Developing privacy-preserving neural machine translation with differential privacy.

Controlling text generation from large language models via model composition.

Analyzing the impact of removing rare words on topic model quality.
...more
15min
November 27, 2023Ep. 60 - November 23, 2023
arXiv NLP research summaries for November 23, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Debiasing large language models to mitigate gender, racial, and stereotypical biases.

Enhancing task-oriented dialog systems with open-domain chitchat for more natural conversations.

Auditing and mitigating cultural bias in large language models.

Evaluating vision and reasoning capabilities of large language models on real world academic tests.

Improving QA capabilities of LLMs for complex, knowledge intensive questions.
...more
20min

FAQs about TechcraftingAI NLP:

How many episodes does TechcraftingAI NLP have?

The podcast currently has 271 episodes available.