NLPExplorer

CustomNLP4U - 2024

Total Papers:- 25

Total Papers accross all years:- 25

Total Citations :- 0

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Constructing Domain-Specific Evaluation Sets for LLM-as-a-judge

Ravi Shanker Raju | Swayambhoo Jain | Bo Li | Jonathan Lingjie Li | Urmish Thakker |

Customized Style Transfer using Discrete Sampling

Anugunj Naman |

L3Masking: Multi-task Fine-tuning for Language Models by Leveraging Lessons Learned from Vanilla Models

Yusuke Kimura | Takahiro Komamizu | Kenji Hatano |

Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers

Sheshera Mysore | Zhuoran Lu | Mengting Wan | Longqi Yang | Bahareh Sarrafzadeh | Steve Menezes | Tina Baghaee | Emmanuel Barajas Gonzalez | Jennifer Neville | Tara Safavi |

Proceedings of the 1st Workshop on Customizable NLP: Progress and Challenges in Customizing NLP for a Domain, Application, Group, or Individual (CustomNLP4U)

Sachin Kumar | Vidhisha Balachandran | Chan Young Park | Weijia Shi | Shirley Anugrah Hayati | Yulia Tsvetkov | Noah Smith | Hannaneh Hajishirzi | Dongyeop Kang | David Jurgens |

AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization

Anum Afzal | Ribin Chalumattu | Florian Matthes | Laura Mascarell |

CPS-TaskForge: Generating Collaborative Problem Solving Environments for Diverse Communication Tasks

Nikita Haduong | Irene Wang | Bo-Ru Lu | Prithviraj Ammanabrolu | Noah A. Smith |

LLM-as-a-tutor in EFL Writing Education: Focusing on Evaluation of Student-LLM Interaction

Jieun Han | Haneul Yoo | Junho Myung | Minsun Kim | Hyunseung Lim | Yoonsu Kim | Tak Yeon Lee | Hwajung Hong | Juho Kim | So-Yeon Ahn | Alice Oh |

Trustful LLMs: Customizing and Grounding Text Generation with knowledge bases and Dual Decoders

Xiaofeng Zhu | Jaya Krishna Mandivarapu |

E-Commerce Product Categorization with LLM-based Dual-Expert Classification Paradigm

Zhu Cheng | Wen Zhang | Chih-Chi Chou | You-Yi Jau | Archita Pathak | Peng Gao | Umit Batur |

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