Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR ParsingJiawei ZhouTahira Naseemet al.2021EMNLP 2021
Open Knowledge Graphs Canonicalization using Variational AutoencodersSarthak DashGaetano Rossielloet al.2021EMNLP 2021
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal TransportManling LiTengfei Maet al.2021EMNLP 2021
Using Question Answering Rewards to Improve Abstractive SummarizationChulaka GunasekaraGuy Feigenblatet al.2021EMNLP 2021
Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from InstructionsBishwesh MohapatraGaurav Pandeyet al.2021EMNLP 2021
Neural Unification for Logic Reasoning over Natural LanguageGabriele PiccoLam Thanh Hoanget al.2021EMNLP 2021
TWEETSUMM - A Large Scale Dialog Summarization Dataset for Customer ServiceGuy FeigenblatChulaka Gunasekaraet al.2021EMNLP 2021
Constructing contrastive samples via summarization for text classification with limited annotationsYangkai DuTengfei Maet al.2021EMNLP 2021
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter NotebooksXuye LiuDakuo Wanget al.2021EMNLP 2021