| Enhancing Text Generation with Cooperative Training | Mar 16, 2023 | MRPCQQP | CodeCode Available | 0 | 5 |
| AGRO: Adversarial Discovery of Error-prone groups for Robust Optimization | Dec 2, 2022 | QQP | CodeCode Available | 0 | 5 |
| KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding | Apr 9, 2021 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 | 0 |
| Margin-Based Regularization and Selective Sampling in Deep Neural Networks | Sep 13, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching | Jan 20, 2020 | QQP | —Unverified | 0 | 0 |
| On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks | Oct 15, 2020 | Active LearningOpen-Domain Question Answering | —Unverified | 0 | 0 |
| On the Importance of Local Information in Transformer Based Models | Aug 13, 2020 | de-enMRPC | —Unverified | 0 | 0 |
| Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks | Dec 25, 2024 | Computational EfficiencyLanguage Modeling | —Unverified | 0 | 0 |
| Privacy Adhering Machine Un-learning in NLP | Dec 19, 2022 | Machine UnlearningQQP | —Unverified | 0 | 0 |
| Increasing Robustness to Spurious Correlations using Forgettable Examples | Nov 10, 2019 | Natural Language InferenceNatural Language Understanding | —Unverified | 0 | 0 |
