Few-shot Named Entity Recognition with Self-describing Networks

Few-shot Named Entity Recognition with Self-describing Networks

23 March 2022

Xianpei Han

Papers citing "Few-shot Named Entity Recognition with Self-describing Networks"

18 / 18 papers shown

Title
DWE+: Dual-Way Matching Enhanced Framework for Multimodal Entity Linking Shezheng Song Shasha Li Shan Zhao Xiaopeng Li Chengyu Wang Jie Yu Jun Ma Tianwei Yan Bing Ji Xiaoguang Mao 23 0 0 07 Apr 2024
Few-shot Named Entity Recognition via Superposition Concept Discrimination Jiawei Chen Hongyu Lin Xianpei Han Yaojie Lu Shanshan Jiang Bin Dong Le Sun 24 1 0 25 Mar 2024
Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition Jonas Golde Felix Hamborg Alan Akbik 30 1 0 21 Mar 2024
In-Context Learning for Few-Shot Nested Named Entity Recognition Meishan Zhang Bin Wang Hao Fei Min Zhang NAI 39 3 0 02 Feb 2024
A Dual-way Enhanced Framework from Text Matching Point of View for Multimodal Entity Linking Shezheng Song Shan Zhao Chengyu Wang Tianwei Yan Shasha Li Xiaoguang Mao Meng Wang 13 6 0 19 Dec 2023
Less than One-shot: Named Entity Recognition via Extremely Weak Supervision Letian Peng Zihan Wang Jingbo Shang 38 3 0 06 Nov 2023
Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks Chengguang Gan Qinghao Zhang Tatsunori Mori 20 0 0 18 Jul 2023
Unifying Token and Span Level Supervisions for Few-Shot Sequence Labeling Zifeng Cheng Qingyu Zhou Zhiwei Jiang Xuemin Zhao Yunbo Cao Qing Gu 16 3 0 16 Jul 2023
Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition Chengguang Gan Qinghao Zhang Tatsunori Mori 21 2 0 28 Jun 2023
TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognition Jiang-Dong Liu Hao Fei Fei Li Jingye Li Bobo Li Liang Zhao Chong Teng Donghong Ji VLM 18 9 0 06 Jun 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Y. Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 32 2 0 23 May 2023
Learning In-context Learning for Named Entity Recognition Jiawei Chen Yaojie Lu Hongyu Lin Jie Lou Wei Jia Dai Dai Hua-Hong Wu Boxi Cao Xianpei Han Le Sun NAI 49 19 0 18 May 2023
Unleashing the True Potential of Sequence-to-Sequence Models for Sequence Tagging and Structure Parsing Han He Jinho D. Choi 34 4 0 05 Feb 2023
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers Wanjun Zhong Tingting Ma Jiahai Wang Jian Yin T. Zhao Chin-Yew Lin Nan Duan LRM CoGe 25 2 0 20 Oct 2022
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition Linyi Yang Lifan Yuan Leyang Cui Wen Gao Yue Zhang 21 15 0 24 Aug 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 37 84 0 16 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 148 178 0 28 Sep 2021
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 170 840 0 17 May 2016