NLPExplorer

Findings - 2021

Total Papers:- 883

Total Papers accross all years:- 1873

Total Citations :- 0

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Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections

Ruiqi Zhong | Kristy Lee | Zheng Zhang | Dan Klein |

Can the Transformer Learn Nested Recursion with Symbol Masking?

Jean-Philippe Bernardy | Adam Ek | Vladislav Maraev |

Hierarchical Task Learning from Language Instructions with Unified Transformers and Self-Monitoring

Yichi Zhang | Joyce Chai |

Modulating Language Models with Emotions

Ruibo Liu | Jason Wei | Chenyan Jia | Soroush Vosoughi |

Evaluating the Efficacy of Summarization Evaluation across Languages

Fajri Koto | Jey Han Lau | Timothy Baldwin |

Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference

Canming Huang | Weinan He | Yongmei Liu |

Sensei: Self-Supervised Sensor Name Segmentation

Jiaman Wu | Dezhi Hong | Rajesh Gupta | Jingbo Shang |

Diagnosing Transformers in Task-Oriented Semantic Parsing

Shrey Desai | Ahmed Aly |

Expected Validation Performance and Estimation of a Random Variable’s Maximum

Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference

Adapting Monolingual Models: Data can be Scarce when Language Similarity is High

Wietse de Vries | Martijn Bartelds | Malvina Nissim | Martijn Wieling |

MLMLM: Link Prediction with Mean Likelihood Masked Language Model

Louis Clouatre | Philippe Trempe | Amal Zouaq | Sarath Chandar |

Exploiting Reasoning Chains for Multi-hop Science Question Answering

Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level

Ruiqi Zhong | Dhruba Ghosh | Dan Klein | Jacob Steinhardt |