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SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization

10 September 2024

Papers citing "SubRegWeigh: Effective and Efficient Annotation Weighing with Subword Regularization"

23 / 23 papers shown

Title
Augmenting NER Datasets with LLMs: Towards Automated and Refined Annotation Yuji Naraki Ryosuke Yamaki Yoshikazu Ikeda Takafumi Horie Kotaro Yoshida Ryotaro Shimizu Hiroki Naganuma 145 2 0 03 Jan 2025
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data Sergei Bogdanov Alexandre Constantin Timothée Bernard Benoit Crabbé Etienne Bernard 85 24 0 23 Feb 2024
LLMs Accelerate Annotation for Medical Information Extraction Akshay Goel Almog Gueta Omry Gilon Chang Liu Sofia Erell ... Shashir Reddy Rupesh Kartha Jean Steiner Itay Laish Amir Feder 99 113 0 04 Dec 2023
Can Neural Network Memorization Be Localized? Pratyush Maini Michael C. Mozer Hanie Sedghi Zachary Chase Lipton J. Zico Kolter Chiyuan Zhang TDI 63 55 0 18 Jul 2023
Partial Annotation Learning for Biomedical Entity Recognition Liangping Ding Giovanni Colavizza Zhixiong Zhang 18 2 0 22 May 2023
Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? Shuheng Liu Alan Ritter AI4TS 85 13 0 19 Dec 2022
MaxMatch-Dropout: Subword Regularization for WordPiece Tatsuya Hiraoka 75 9 0 09 Sep 2022
Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation Sho Takase Tatsuya Hiraoka Naoaki Okazaki 44 5 0 25 Mar 2022
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 64 147 0 08 May 2021
Learning from Noisy Labels for Entity-Centric Information Extraction Wenxuan Zhou Muhao Chen NoLa 66 65 0 17 Apr 2021
Multi-view Subword Regularization Xinyi Wang Sebastian Ruder Graham Neubig 73 46 0 15 Mar 2021
Fast WordPiece Tokenization Xinying Song Alexandru Salcianu Yang Song Dave Dopson Denny Zhou 77 164 0 31 Dec 2020
Automated Concatenation of Embeddings for Structured Prediction Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 86 177 0 10 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 113 672 0 02 Oct 2020
BPE-Dropout: Simple and Effective Subword Regularization Ivan Provilkov Dmitrii Emelianenko Elena Voita 87 289 0 29 Oct 2019
Named Entity Recognition with Partially Annotated Training Data Stephen D. Mayhew Snigdha Chaturvedi Chen-Tse Tsai Dan Roth 44 48 0 20 Sep 2019
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations Zihan Wang Jingbo Shang Liyuan Liu Lihao Lu Jiacheng Liu Jiawei Han NoLa 73 103 0 03 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 689 24,557 0 26 Jul 2019
Green AI Roy Schwartz Jesse Dodge Noah A. Smith Oren Etzioni 121 1,149 0 22 Jul 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning Pengda Qin Weiran Xu William Yang Wang 45 221 0 24 May 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 232 1,173 0 29 Apr 2018
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 238 7,760 0 31 Aug 2015