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:

January 12, 2024 Ep. 109 - January 11, 2024
arXiv NLP research summaries for January 11, 2024.

Today's Research Themes (AI-Generated):
• Enhancing language models with conceptual knowledge for improved entity understanding
• Correcting speech recognition errors through unsupervised learning
• Incorporating physician diagnostic logic into medical dialogue systems
• Analyzing multi-way parallel machine translations on the web
• Probing language models for structured semantics understanding via question answering
...more
46min
January 11, 2024Ep. 108 - January 10, 2024
arXiv NLP research summaries for January 10, 2024. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Language modeling with large Transformer networks.

Multimodal speech and vision models.

Reinforcement learning for dialog agents.

Scene understanding and commonsense reasoning.

Applications of NLP to robotics and human-robot interaction.
...more
22min
January 10, 2024Ep. 107 - January 9, 2024
arXiv NLP research summaries for January 9, 2024. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Improving dialogue systems with knowledge graphs and contrastive learning.

Analyzing emotions and sentiments in patient experiences using topic modeling.

Evolving tables to represent reasoning chains for table understanding tasks.

Fighting misinformation with adversarial prompting to generate datasets.

Continual learning for speech recognition to handle new words.
...more
30min
January 09, 2024Ep. 106 - January 8, 2024
arXiv NLP research summaries for January 8, 2024. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Evaluating gender bias and abuse in online text and social media.

Probing the internal mechanisms and computational abilities of large language models.

Developing more robust evaluation metrics for common NLP tasks like classification.

Assessing code generation capabilities of large language models on programming benchmarks.

Building dialogue systems with more complex semantic representations.
...more
18min
January 09, 2024Ep. 105 - January 7, 2024
arXiv NLP research summaries for January 7, 2024. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Automated essay scoring with large language models

Multi-page reading comprehension and question answering

Entity resolution with large language models

Long context learning with activation modeling

Robust text classification via diffusion models
...more
23min
January 09, 2024Ep. 104 - January 6, 2024
arXiv NLP research summaries for January 6, 2024. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Improving language models through continuous pre-training while mitigating catastrophic forgetting.

Enhancing short text classification via reasoning frameworks and knowledge transfer.

Developing language resources like POS taggers and QA systems for low-resource languages.

Studying and addressing the issue of factual hallucination in large language models.

Using contrastive learning objectives to learn better multilingual representations.
...more
17min
January 08, 2024Ep. 103 - January 5, 2024
arXiv NLP research summaries for January 5, 2024. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Evaluating text embedding clustering for German language texts.

Enhancing large language model integration in conversational agents with memory components.

Applying large language models to medical visual question answering.

Combining language models and graph networks for document information extraction.

Developing prompt-based Portuguese language models through fine-tuning.
...more
11min
January 05, 2024Ep. 102 - January 4, 2024
arXiv NLP research summaries for January 4, 2024. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Improving domain-specific capabilities of large language models via reinforcement learning.

Using LLMs to re-rank candidate outputs from text-to-SQL models.

Exploring optimal placement and ensembling strategies for parameter-efficient fine-tuning of speech models.

Evaluating and improving consistency in LLM text generation with divide-conquer-reasoning.

Developing multilingual task-oriented dialogue systems and evaluation frameworks using LLMs.
...more
21min
January 04, 2024Ep. 101 - January 3, 2024
arXiv NLP research summaries for January 3, 2024. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Detecting and analyzing hallucinations and errors in neural networks for speech recognition and question answering.

Developing large language models specialized for specific domains like plant science and physiotherapy.

Using semi-supervised learning to make the most of limited labeled data.

Enhancing multilingual capabilities of large language models with small amounts of multilingual data.

Leveraging masked language modeling for effective text data augmentation.
...more
18min
January 03, 2024Ep. 100 - January 2, 2024
arXiv NLP research summaries for January 2, 2024. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Improving low-resource language generation through massively multilingual models.

Evaluating capability transfer from English to other languages with standardized testing benchmarks.

Using topic modeling and statistical analysis to discover significant legal decision topics.

Mitigating LLM hallucination through grounding, constrained generation, and uncertainty resolution.

Analyzing and categorizing knowledge structures in LLMs to enable efficient knowledge editing.
...more
25min

FAQs about TechcraftingAI NLP:

How many episodes does TechcraftingAI NLP have?

The podcast currently has 271 episodes available.