Publications

678 results for Foundation Models

PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition
- - Cheng-I Jeff Lai
  - Yang Zhang
  - et al.
- 2021
- NeurIPS 2021
When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning?
- - Lijie Fan
  - Sijia Liu
  - et al.
- 2021
- NeurIPS 2021
Fair Data Generation using Language Models with Hard Constraints
- - SK Mainul Islam
  - Abhinav Nagpal
  - et al.
- 2021
- NeurIPS 2021
Grapher: Multi-Stage Knowledge Graph Construction using Pretrained Language Models
- - Igor Melnyk
  - Pierre Dognin
  - et al.
- 2021
- NeurIPS 2021
Identification of Enzymatic Active Sites with Unsupervised Language Modelling
- - Loic Kwate Dassi
  - Matteo Manica
  - et al.
- 2021
- NeurIPS 2021
Sample-efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative Model
- - Samuel Hoffman
  - Vijil Vijil
  - et al.
- 2021
- NeurIPS 2021
Ground-Truth, Whose Truth? - Examining the Challenges with Annotating Toxic Text Datasets
- - Kofi Arhin
  - Ioana Baldini Soares
  - et al.
- 2021
- NeurIPS 2021
Leveraging Adversarial Reprogramming for Novel Structure-constrained Protein Sequence Design
- - Devleena Das
  - Inkit Padhi
  - et al.
- 2021
- NeurIPS 2021
Robust Text Perturbation using Sequence-to-Sequence Pre-Training
- - Nishtha Madaan
  - Diptikalyan Saha
  - et al.
- 2021
- NeurIPS 2021
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing
- - Jiawei Zhou
  - Tahira Naseem
  - et al.
- 2021
- EMNLP 2021