NLPExplorer

Findings - 2022

Total Papers:- 542

Total Papers accross all years:- 1873

Total Citations :- 0

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Learning Reasoning Patterns for Relational Triple Extraction with Mutual Generation of Text and Graph

Yubo Chen | Yunqi Zhang | Yongfeng Huang |

Richer Countries and Richer Representations

Kaitlyn Zhou | Kawin Ethayarajh | Dan Jurafsky |

UNIMO-2: End-to-End Unified Vision-Language Grounded Learning

Aligned Weight Regularizers for Pruning Pretrained Neural Networks

James O’ Neill | Sourav Dutta | Haytham Assem |

Calibration of Machine Reading Systems at Scale

Shehzaad Dhuliawala | Leonard Adolphs | Rajarshi Das | Mrinmaya Sachan |

Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation

Modular and Parameter-Efficient Multimodal Fusion with Prompting

Sheng Liang | Mengjie Zhao | Hinrich Schuetze |

Thai Nested Named Entity Recognition Corpus

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

CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals

Scott Novotney | Sreeparna Mukherjee | Zeeshan Ahmed | Andreas Stolcke |

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