BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA

2 May 2020

Papers citing "BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA"

11 / 11 papers shown

Title
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation Chen Huang Yiping Jin Ilija Ilievski Wenqiang Lei Jiancheng Lv 35 3 0 20 May 2024
Nonparametric Masked Language Modeling Sewon Min Weijia Shi M. Lewis Xilun Chen Wen-tau Yih Hannaneh Hajishirzi Luke Zettlemoyer RALM 40 48 0 02 Dec 2022
Task-Specific Embeddings for Ante-Hoc Explainable Text Classification Kishaloy Halder Josip Krapac A. Akbik Anthony Brew Matti Lyra 30 0 0 30 Nov 2022
Error-Robust Retrieval for Chinese Spelling Check Xunjian Yin Xinyu Hu Jin Jiang Xiao-Yi Wan 15 3 0 15 Nov 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 30 0 0 07 Nov 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning Xiang Chen Lei Li Ningyu Zhang Chuanqi Tan Fei Huang Luo Si Huajun Chen RALM VLM 24 36 0 04 May 2022
KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier Linyang Li Demin Song Ruotian Ma Xipeng Qiu Xuanjing Huang 27 21 0 06 Oct 2021
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models Nora Kassner Philipp Dufter Hinrich Schütze 18 132 0 01 Feb 2021
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 224 656 0 09 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,584 0 03 Sep 2019
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation Ikuya Yamada Hiroyuki Shindo Hideaki Takeda Yoshiyasu Takefuji 105 316 0 06 Jan 2016