FactMix: Using a Few Labeled In-domain Examples to Generalize to
Cross-domain Named Entity Recognition

FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition

24 August 2022

Leyang Cui

Yue Zhang

Papers citing "FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition"

15 / 15 papers shown

Title
RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation Yue Zhang Leyang Cui Enbo Zhao Wei Bi Shuming Shi 33 6 0 11 Oct 2023
Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations Lifan Yuan Yangyi Chen Ganqu Cui Hongcheng Gao Fangyuan Zou Xingyi Cheng Heng Ji Zhiyuan Liu Maosong Sun 32 72 0 07 Jun 2023
RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering Cunxiang Wang Hao Yu Yue Zhang 14 9 0 26 May 2023
PromptNER: Prompting For Named Entity Recognition D. Ashok Zachary Chase Lipton 21 35 0 24 May 2023
Data Augmentation for Robust Character Detection in Fantasy Novels Arthur Amalvy Vincent Labatut Richard Dufour 11 1 0 09 Feb 2023
GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective Linyi Yang Shuibai Zhang Libo Qin Yafu Li Yidong Wang Hanmeng Liu Jindong Wang Xingxu Xie Yue Zhang ELM 27 79 0 15 Nov 2022
Mere Contrastive Learning for Cross-Domain Sentiment Analysis Yun Luo Fang Guo Zihan Liu Yue Zhang 26 15 0 18 Aug 2022
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning Yidong Wang Hao Chen Qiang Heng Wenxin Hou Yue Fan ... Marios Savvides T. Shinozaki Bhiksha Raj Bernt Schiele Xing Xie 182 258 0 15 May 2022
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER Dong-Ho Lee Akshen Kadakia Kangmin Tan Mahak Agarwal Xinyu Feng Takashi Shibuya Ryosuke Mitani Toshiyuki Sekiya Jay Pujara Xiang Ren 35 84 0 16 Oct 2021
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling Bowen Zhang Yidong Wang Wenxin Hou Hao Wu Jindong Wang Manabu Okumura T. Shinozaki AAML 218 862 0 15 Oct 2021
Data Augmentation Approaches in Natural Language Processing: A Survey Bohan Li Yutai Hou Wanxiang Che 119 270 0 05 Oct 2021
Template-free Prompt Tuning for Few-shot NER Ruotian Ma Xin Zhou Tao Gui Y. Tan Linyang Li Qi Zhang Xuanjing Huang VLM 143 177 0 28 Sep 2021
Fact Check: Analyzing Financial Events from Multilingual News Sources Linyi Yang T. L. J. Ng Barry Smyth Ruihai Dong AIFin 14 1 0 29 Jun 2021
On Compositional Generalization of Neural Machine Translation Yafu Li Yongjing Yin Yulong Chen Yue Zhang 148 44 0 31 May 2021
CrossNER: Evaluating Cross-Domain Named Entity Recognition Zihan Liu Yan Xu Tiezheng Yu Wenliang Dai Ziwei Ji Samuel Cahyawijaya Andrea Madotto Pascale Fung 68 142 0 08 Dec 2020