Investigating OCR-Sensitive Neurons to Improve Entity Recognition in Historical Documents

25 September 2024

Papers citing "Investigating OCR-Sensitive Neurons to Improve Entity Recognition in Historical Documents"

11 / 11 papers shown

Title
Label Supervised LLaMA Finetuning Zongxi Li Xianming Li Yuzhang Liu Haoran Xie Jing Li F. Wang Qing Li Xiaoqin Zhong ALM 27 23 0 02 Oct 2023
An Assessment of the Impact of OCR Noise on Language Models Konstantin Todorov Giovanni Colavizza 34 7 0 26 Jan 2022
Named Entity Recognition and Classification on Historical Documents: A Survey Maud Ehrmann Ahmed Hamdi Elvys Linhares Pontes Matteo Romanello A. Doucet 83 111 0 23 Sep 2021
Neuron-level Interpretation of Deep NLP Models: A Survey Hassan Sajjad Nadir Durrani Fahim Dalvi MILM AI4CE 54 83 0 30 Aug 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 230 10,099 0 17 Jun 2021
Knowledge Neurons in Pretrained Transformers Damai Dai Li Dong Y. Hao Zhifang Sui Baobao Chang Furu Wei KELM MU 60 440 0 18 Apr 2021
QURATOR: Innovative Technologies for Content and Data Curation Georg Rehm Peter Bourgonje Stefanie Hegele Florian Kintzel J. Moreno-Schneider ... Daniel Siewert Patrick Bunk Lydia Pintscher E. Aleynikova Franziska Heine VLM 20 33 0 25 Apr 2020
On the Linguistic Representational Power of Neural Machine Translation Models Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad James R. Glass MILM 61 72 0 01 Nov 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 951 93,936 0 11 Oct 2018
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 279 888 0 03 May 2018
Visualizing and Understanding Recurrent Networks A. Karpathy Justin Johnson Li Fei-Fei HAI 81 1,100 0 05 Jun 2015