We will read and present papers every week regularly. Everyone gets 15 minutes for presentation. Summarize the paper into a ppt/pdf presentation. This will help us stay focused and aligned with cutting-edge NLP research and create motivation for our own research project.
- (Shukti) [ACL 2022] Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings
- (Ajwad) [ACL 2022] So Different Yet So Alike! Constrained Unsupervised Text Style Transfer
- (Sakib) [NAACL 2022] CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning [slide]
- (Shahrar) [ACL 2022] PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks [slide]
- (Shukti) [ACL 2021] A Survey of Data Augmentation Approaches for NLP [slide]
- (Dipto) [CVPR 2022] Few-shot Learning with Noisy Labels [slide]
- (Sakib) [ICASSP 2022] LISTEN, KNOW AND SPELL: KNOWLEDGE-INFUSED SUBWORD MODELING FOR IMPROVING ASR PERFORMANCE OF OOV NAMED ENTITIES [slide]
- (Shukti) [EMNLP 2021] GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation [slide]
- (Shahrar) [EMNLP 2021] Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization
- (Dipto) [ACL 2022] Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation [slide]