Robust Text Perturbation using Sequence-to-Sequence Pre-TrainingNishtha MadaanDiptikalyan Sahaet al.2021NeurIPS 2021
Fair Data Generation using Language Models with Hard ConstraintsSK Mainul IslamAbhinav Nagpalet al.2021NeurIPS 2021
Identification of Enzymatic Active Sites with Unsupervised Language ModellingLoic Kwate DassiMatteo Manicaet al.2021NeurIPS 2021
Sample-efficient Generation of Novel Photo-acid Generator Molecules using a Deep Generative ModelSamuel HoffmanVijil Vijilet al.2021NeurIPS 2021
Grapher: Multi-Stage Knowledge Graph Construction using Pretrained Language ModelsIgor MelnykPierre Dogninet al.2021NeurIPS 2021
Ground-Truth, Whose Truth? - Examining the Challenges with Annotating Toxic Text DatasetsKofi ArhinIoana Baldini Soareset al.2021NeurIPS 2021
End-to-End Learning of Flowchart Grounded Task-Oriented DialogsDinesh RaghuShantanu Agarwalet al.2021EMNLP 2021
MultiDoc2Dial: Modeling Dialogues Grounded in Multiple DocumentsSong FengSiva Sankalp Patelet al.2021EMNLP 2021
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language ModelsPierre DogninInkit Padhiet al.2021EMNLP 2021