NLPExplorer

Findings - 2022

Total Papers:- 542

Total Papers accross all years:- 1873

Total Citations :- 0

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OTExtSum: Extractive Text Summarisation with Optimal Transport

Open Relation Modeling: Learning to Define Relations between Entities

Jie Huang | Kevin Chang | Jinjun Xiong | Wen-mei Hwu |

Efficient Few-Shot Fine-Tuning for Opinion Summarization

Arthur Brazinskas | Ramesh Nallapati | Mohit Bansal | Markus Dreyer |

Training Dynamics for Text Summarization Models

Tanya Goyal | Jiacheng Xu | Junyi Jessy Li | Greg Durrett |

Label Refinement via Contrastive Learning for Distantly-Supervised Named Entity Recognition

Huaiyuan Ying | Shengxuan Luo | Tiantian Dang | Sheng Yu |

Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense

Synchronous Refinement for Neural Machine Translation

On the data requirements of probing

Zining Zhu | Jixuan Wang | Bai Li | Frank Rudzicz |

What to Learn, and How: Toward Effective Learning from Rationales

Samuel Carton | Surya Kanoria | Chenhao Tan |

Human Language Modeling

Nikita Soni | Matthew Matero | Niranjan Balasubramanian | H. Andrew Schwartz |

IsoScore: Measuring the Uniformity of Embedding Space Utilization

William Rudman | Nate Gillman | Taylor Rayne | Carsten Eickhoff |

Type-Driven Multi-Turn Corrections for Grammatical Error Correction

Cross-lingual Inference with A Chinese Entailment Graph

Reframing Instructional Prompts to GPTk’s Language