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 02, 2024Ep. 99 - January 1, 2024
arXiv NLP research summaries for January 1, 2024. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Sentiment analysis of religious texts using pre-trained language models

Evaluating controllable text generation by large language models under diverse instructions

Assessing large language models on complex named entity recognition with model engineering techniques

Evaluating tool learning capabilities of large language models in real-world scenarios

Parameter-efficient instruction tuning methods for large language models on code tasks
...more
17min
January 02, 2024Ep. 98 - December 31, 2023
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.
...more
18min
January 02, 2024Ep. 97 - December 30, 2023
arXiv NLP research summaries for December 30, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Reasoning and inference in language models for knowledge graph QA

Mitigating false negatives in dense retrieval for QA

Named entity recognition for social media and low-resource languages

Evaluating coreference resolution in literary texts

Improving language models for speech synthesis
...more
20min
January 02, 2024Ep. 96 - December 29, 2023
arXiv NLP research summaries for December 29, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Improving language model performance on specialized tasks like medical language understanding and quantitative reasoning.

Enhancing language model capabilities for collaboration, teamwork, and dialog.

Developing more explainable and interpretable language models.

Applying language models to information extraction tasks.

Evaluating multimodal language models on reasoning and commonsense tasks.
...more
20min
December 30, 2023Ep. 95 - December 28, 2023
arXiv NLP research summaries for December 28, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Improving language models through new pretraining objectives and techniques like bidirectional alignment.

Evaluating capabilities of large language models through new benchmarks focused on reasoning, consistency, and robustness.

Applying large language models to new domains like scientific computing and causal analysis.

Controlling text generation by modelling stylistic features and mitigating hallucination.

Developing metrics to assess qualities like coherence in generated text.
...more
24min
December 30, 2023Ep. 94 - December 27, 2023
arXiv NLP research summaries for December 27, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Knowledge transfer for generalized category discovery and novel categories

Graph-based methods for code clone detection

Understanding news creation intent

Converting single-turn to multi-turn data for conversational QA

Metrics for conceptual diversity in text
...more
18min
December 27, 2023Ep. 93 - December 26, 2023
arXiv NLP research summaries for December 26, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Improving language models through techniques like contrastive learning, knowledge distillation, and compositional training.

Leveraging knowledge graphs and retrieval to enhance reasoning capabilities of language models.

Developing language models for new languages and domains like Uzbek and computer security.

Mitigating issues with language models like hallucination and backdoor attacks.

Applying language models to tasks like medical report generation, temporal knowledge graphs, and scientific information extraction.
...more
18min
December 27, 2023Ep. 92 - December 25, 2023
arXiv NLP research summaries for December 25, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Improving language model performance on specific domains like e-commerce and computer security.

Enhancing language model capabilities for knowledge reasoning and factual accuracy.

Applying language models to tasks like medical report generation and machine translation.

Developing techniques to align large language models to specific end tasks.

Leveraging multi-modal inputs like images and video for language tasks like sign language translation.
...more
25min
December 27, 2023Ep. 91 - December 24, 2023
arXiv NLP research summaries for December 24, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Evaluating and mitigating biases in large language models from a group fairness perspective.

Adapting large language models for dense retrieval through additional pre-training.

Developing universal information extraction models for both English and Chinese.

Using multi-granularity embeddings and enhanced labeling for biomedical named entity recognition.

Generating simplified lay definitions of medical jargon for patient education.
...more
11min
December 27, 2023Ep. 90 - December 23, 2023
arXiv NLP research summaries for December 23, 2023. You can find summaries and links to each article ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠.

Today's research themes (AI summary)
Improving language model performance via techniques like depth up-scaling and self-supervised pre-training.

Detecting and mitigating bias in language models for Indian languages and gender fairness.

Using large language models for tasks like question answering, dialogue, and evaluating dialog systems.

Representing emotions and sentiment in speech with pre-trained models.

Inductive learning of context free grammars from textual data.
...more
16min

FAQs about TechcraftingAI NLP:

How many episodes does TechcraftingAI NLP have?

The podcast currently has 271 episodes available.