[2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community
![[2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community [2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1920&resize=1920,1113&ssl=1)
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals ...
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[2501.14073] LLMs are Vulnerable to Malicious Prompts Disguised as Scientific Language
![[2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community [2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 23 Jan 2025 (v1), last revised 18 Feb 2025 (this version, v2)] View a PDF of the paper ...
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Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings
![[2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community [2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 18 Dec 2024 (v1), last revised 18 Feb 2025 (this version, v3)] View a PDF of the paper ...
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A Review of Tools & Resources
![[2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community [2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 24 Jun 2024 (v1), last revised 17 Feb 2025 (this version, v4)] Authors:Shayne Longpre, Stella Biderman, Alon Albalak, ...
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Diffusion Transformer Autoregressive Modeling for Speech Generation
![[2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community [2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 6 Feb 2025 (v1), last revised 14 Feb 2025 (this version, v2)] Authors:Dongya Jia, Zhuo Chen, Jiawei Chen, ...
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Are We Barking up the Wrong Tree?
![[2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community [2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 8 Oct 2024 (v1), last revised 14 Feb 2025 (this version, v5)] View a PDF of the paper ...
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Knowledge-Guided Data Generation and Its Application to Legal LLM
![[2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community [2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 10 Feb 2025 (v1), last revised 13 Feb 2025 (this version, v2)] View a PDF of the paper ...
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Enhancing the Medical Reasoning Ability of LLM from Supervised Fine-Tuning to Test-Time Training
![[2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community [2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 16 Jan 2025 (v1), last revised 13 Feb 2025 (this version, v2)] View a PDF of the paper ...
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Exploring Multicultural Representations in Music Generation Models
![[2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community [2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 11 Feb 2025 (v1), last revised 12 Feb 2025 (this version, v2)] View a PDF of the paper ...
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[2407.12259] On the Feasibility of In-Context Probing for Data Attribution
![[2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community [2503.09701] Have LLMs Made Active Learning Obsolete? Surveying the NLP Community](https://i0.wp.com/arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png?w=1200&resize=1200,700&ssl=1)
[Submitted on 17 Jul 2024 (v1), last revised 10 Feb 2025 (this version, v2)] View a PDF of the paper ...
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