NLPExplorer

Findings - 2022

Total Papers:- 542

Total Papers accross all years:- 1873

Total Citations :- 0

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Your fairness may vary: Pretrained language model fairness in toxic text classification

Constructing Open Cloze Tests Using Generation and Discrimination Capabilities of Transformers

Mariano Felice | Shiva Taslimipoor | Paula Buttery |

XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding

A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge

Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding

Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations

Discontinuous Constituency and BERT: A Case Study of Dutch

Konstantinos Kogkalidis | Gijs Wijnholds |

Two Birds with One Stone: Unified Model Learning for Both Recall and Ranking in News Recommendation

Chuhan Wu | Fangzhao Wu | Tao Qi | Yongfeng Huang |

Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models

IndicBART: A Pre-trained Model for Indic Natural Language Generation

TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval

Megan Leszczynski | Daniel Fu | Mayee Chen | Christopher Re |

Local Structure Matters Most: Perturbation Study in NLU

Louis Clouatre | Prasanna Parthasarathi | Amal Zouaq | Sarath Chandar |

Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation

Sho Takase | Tatsuya Hiraoka | Naoaki Okazaki |

Probing Factually Grounded Content Transfer with Factual Ablation

Peter West | Chris Quirk | Michel Galley | Yejin Choi |

A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation