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Самые интересные статьи с ICLR 2024

В начале мая прошла ICLR 2024 — конференция, которая собирает специалистов в области машинного обучения со всего мира. Мы побывали на мероприятии и теперь в карточках рассказываем о статьях, которые запомнились больше всего.

А вот ссылки на все тексты:

1. Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature

2. LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

3. DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

4. Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors

5. ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

6. Towards a statistical theory of data selection under weak supervision

Рассказывайте в комментариях, какие статьи понравились вам, и делитесь впечатлениями!

Душный NLP
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Самые интересные статьи с ICLR 2024

В начале мая прошла ICLR 2024 — конференция, которая собирает специалистов в области машинного обучения со всего мира. Мы побывали на мероприятии и теперь в карточках рассказываем о статьях, которые запомнились больше всего.

А вот ссылки на все тексты:

1. Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature

2. LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

3. DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

4. Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors

5. ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

6. Towards a statistical theory of data selection under weak supervision

Рассказывайте в комментариях, какие статьи понравились вам, и делитесь впечатлениями!

Душный NLP

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