Risk Aware Benchmarking of Large Language Models
- Apoorva Nitsure
- Youssef Mroueh
- et al.
- 2024
- ICML 2024
Conference paper
Publications
698 results for Generative AI
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts
- Mohammed Nowaz Rabbani Chowdhury
- Meng Wang
- et al.
- 2024
- ICML 2024
Conference paperCharED: Character-wise Ensemble Decoding for Large Language Models
- Kevin Gu
- Eva Tuecke
- et al.
- 2024
- ICML 2024
Workshop paperNeedle in the Haystack for Memory Based Large Language Models
- Payel Das
- Soham Dan
- et al.
- 2024
- ICML 2024
Workshop paperHumans Linguistically Align to their Conversational Partners, and Language Models Should Too
- Rachel Ostrand
- Sara Berger
- 2024
- ICML 2024
Workshop paperGeneration constraint scaling can mitigate hallucination
- Georgios Kollias
- Payel Das
- et al.
- 2024
- ICML 2024
Workshop paperExploring Vulnerabilities in LLMs: A Red Teaming Approach to Evaluate Social Bias
- Yuya Jeremy Ong
- Jay Pankaj Gala
- et al.
- 2024
- IEEE CISOSE 2024
Conference paperAgraBOT: Accelerating Third-Party Security Risk Management in Enterprise Setting through Generative AI
- Mert Toslali
- Edward Snible
- et al.
- 2024
- ESEC/FSE 2024
Conference paperCatalysts Synthesis Procedures Extraction from Synthesis Paragraphs using Large Language Models
- Daniel Pereira Costa
- Matteo Manica
- et al.
- 2024
- ICCatalysts 2024
Short paperGeospatial Sampling by Maximizing Information Entropy
- 2024
- IGARSS 2024
Conference paper