MEADOW: MEMORY-EFFICIENT DATAFLOW AND DATA PACKING FOR LOW POWER EDGE LLMS
- Abhishek Moitra
- Arkapravo Ghosh
- et al.
- 2025
- MLSYS 2025
Publications
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- Foundation Models
656 results for Foundation Models
Challenges and Remedies of Domain-Specific Classifiers as LLM Guardrails: Self-Harm as a Case Study
- Bing Zhang
- Guang-Jie Ren
- 2025
- NAACL 2025
- Topic
Enterprise Benchmarks for Large Language Model Evaluation
- Bing Zhang
- Mikio Takeuchi
- et al.
- 2025
- NAACL 2025
Are Large Language Models Effective in Clinical Trial Design? A Study on Baseline Feature Generation
- Nafis Neehal
- Bowen Wang
- et al.
- 2025
- NAACL 2025
Can LLMs Replace Manual Annotation of Software Engineering Artifacts?
- Toufique Ahmed
- Premkumar Devanbu
- et al.
- 2025
- MSR 2025
Designing and implementing LLM guardrails components in production environments
- Mateus Do Amor Devino Pereira
- Evaline Ju
- et al.
- 2025
- CAIN 2025
Workshop on Neuro-Symbolic Software Engineering
- Christian Medeiros Adriano
- Sona Ghahremani
- et al.
- 2025
- ICSE 2025
Creating Conversational Datasets for Retrieval-Augmented Generation Applications is Hard: Challenges & Research Opportunities
- Maeda Hanafi
- Kshitij Fadnis
- et al.
- 2025
- CHI 2025
Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons
- Shahaf Bassan
- Ron Eliav
- et al.
- 2025
- ICLR 2025
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
- Han Shen
- Pin-Yu Chen
- et al.
- 2025
- ICLR 2025