Publications

733 results for Foundation Models

Needle in the Haystack for Memory Based Large Language Models
- - Payel Das
  - Soham Dan
  - et al.
- 2024
- ICML 2024
Generation constraint scaling can mitigate hallucination
- - Georgios Kollias
  - Payel Das
  - et al.
- 2024
- ICML 2024
Split, Unlearn, Merge: Leveraging Data Attributes for More Effective Unlearning in LLMs
- - Swanand Ravindra Kadhe
  - Farhan Ahmed
  - et al.
- 2024
- ICML 2024
Humans Linguistically Align to their Conversational Partners, and Language Models Should Too
- - Rachel Ostrand
  - Sara Berger
- 2024
- ICML 2024
CharED: Character-wise Ensemble Decoding for Large Language Models
- - Kevin Gu
  - Eva Tuecke
  - et al.
- 2024
- ICML 2024
Scaling Granite Code Models to 128K Context
- - Matthew Stallone
  - Vaibhav Saxena
  - et al.
- 2024
- arXiv
Exploring Vulnerabilities in LLMs: A Red Teaming Approach to Evaluate Social Bias
- - Yuya Jeremy Ong
  - Jay Pankaj Gala
  - et al.
- 2024
- IEEE CISOSE 2024
Quantifying Representation Reliability in Self-Supervised Learning Models
- - Young Jin Park
  - Hao Wang
  - et al.
- 2024
- UAI 2024
Contextualizing Single-Cell Analyses: An AI Pipeline for Evidence Search from Literature and Gene Databases
- - Joao Bettencourt-Silva
  - Natasha Mulligan
  - et al.
- 2024
- ISMB 2024
Effect of dataset partitioning strategies for evaluating out-of-distribution generalisation for predictive models in biochemistry
- - Raúl Fernández Díaz
  - Lam Thanh Hoang
  - et al.
- 2024
- ISMB 2024