NLPExplorer

Findings - 2022

Total Papers:- 542

Total Papers accross all years:- 1873

Total Citations :- 0

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Challenges in Generalization in Open Domain Question Answering

Linqing Liu | Patrick Lewis | Sebastian Riedel | Pontus Stenetorp |

Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks

Ashutosh Kumar | Aditya Joshi |

The Limits of Word Level Differential Privacy

Justus Mattern | Benjamin Weggenmann | Florian Kerschbaum |

Encoding and Fusing Semantic Connection and Linguistic Evidence for Implicit Discourse Relation Recognition

Wei Xiang | Bang Wang | Lu Dai | Yijun Mo |

Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models

Tianlu Wang | Rohit Sridhar | Diyi Yang | Xuezhi Wang |

Visualizing the Relationship Between Encoded Linguistic Information and Task Performance

Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models

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