NLPExplorer

Findings - 2022

Total Papers:- 542

Total Papers accross all years:- 1873

Total Citations :- 0

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Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists

Giuseppe Attanasio | Debora Nozza | Dirk Hovy | Elena Baralis |

Controllable Natural Language Generation with Contrastive Prefixes

Read before Generate! Faithful Long Form Question Answering with Machine Reading

Cross-domain Named Entity Recognition via Graph Matching

Junhao Zheng | Haibin Chen | Qianli Ma |

Classification without (Proper) Representation: Political Heterogeneity in Social Media and Its Implications for Classification and Behavioral Analysis

Kenan Alkiek | Bohan Zhang | David Jurgens |

Focus on the Action: Learning to Highlight and Summarize Jointly for Email To-Do Items Summarization

Kexun Zhang | Jiaao Chen | Diyi Yang |

Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems

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