NLPExplorer

Findings - 2022

Total Papers:- 542

Total Papers accross all years:- 1873

Total Citations :- 0

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Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings

Neeraj Varshney | Swaroop Mishra | Chitta Baral |

One Agent To Rule Them All: Towards Multi-agent Conversational AI

On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark

evision PDF of 'Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking

Yuanhe Tian | Yan Song | Fei Xia |

Detecting Various Types of Noise for Neural Machine Translation

Christian Herold | Jan Rosendahl | Joris Vanvinckenroye | Hermann Ney |

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

Yubo Chen | Yunqi Zhang | Yongfeng Huang |

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

Calibration of Machine Reading Systems at Scale

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

Modular and Parameter-Efficient Multimodal Fusion with Prompting

Sheng Liang | Mengjie Zhao | Hinrich Schuetze |

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

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 |