Risk Aware Benchmarking of Large Language Models
- Apoorva Nitsure
- Youssef Mroueh
- et al.
- 2024
- ICML 2024
Conference paper
Publications
794 results for Natural Language Processing
tinyBenchmarks: evaluating LLMs with fewer examples
- Felipe Maia Polo
- Lucas Weber
- et al.
- 2024
- ICML 2024
Conference paperAsymmetry in Low-Rank Adapters of Foundation Models
- Jiacheng Zhu
- Kristjan Greenewald
- et al.
- 2024
- ICML 2024
Conference paperNeedle in the Haystack for Memory Based Large Language Models
- Payel Das
- Soham Dan
- et al.
- 2024
- ICML 2024
Workshop paperCharED: Character-wise Ensemble Decoding for Large Language Models
- Kevin Gu
- Eva Tuecke
- et al.
- 2024
- ICML 2024
Workshop paperGeneration constraint scaling can mitigate hallucination
- Georgios Kollias
- Payel Das
- 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 paperAgraBOT: Accelerating Third-Party Security Risk Management in Enterprise Setting through Generative AI
- Mert Toslali
- Edward Snible
- et al.
- 2024
- ESEC/FSE 2024
Conference 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 paperContextualizing Single-Cell Analyses: An AI Pipeline for Evidence Search from Literature and Gene Databases
- 2024
- ISMB 2024
Poster