NLPExplorer

EMNLP - 2023

Total Papers:- 1186

Total Papers accross all years:- 12236

Total Citations :- 0

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Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation

Zeyuan Yang | Peng Li | Yang Liu |

Self-Influence Guided Data Reweighting for Language Model Pre-training

Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models

Interpreting Embedding Spaces by Conceptualization

Adi Simhi | Shaul Markovitch |

Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations

Wei-Lin Chen | Cheng-Kuang Wu | Yun-Nung Chen | Hsin-Hsi Chen |

Hallucination Mitigation in Natural Language Generation from Large-Scale Open-Domain Knowledge Graphs

Xiao Shi | Zhengyuan Zhu | Zeyu Zhang | Chengkai Li |

evision PDF of 'Character-LLM: A Trainable Agent for Role-Playing

Yunfan Shao | Linyang Li | Junqi Dai | Xipeng Qiu |

Copyright Violations and Large Language Models

Antonia Karamolegkou | Jiaang Li | Li Zhou | Anders Søgaard |

MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations

Arkil Patel | Satwik Bhattamishra | Siva Reddy | Dzmitry Bahdanau |

GreedyCAS: Unsupervised Scientific Abstract Segmentation with Normalized Mutual Information

Yingqiang Gao | Jessica Lam | Nianlong Gu | Richard Hahnloser |

LM-Polygraph: Uncertainty Estimation for Language Models

HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation

Text Fact Transfer

Nishant Balepur | Jie Huang | Kevin Chang |

Physician Detection of Clinical Harm in Machine Translation: Quality Estimation Aids in Reliance and Backtranslation Identifies Critical Errors

Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning