Label Semantics for Few Shot Named Entity Recognition

16 March 2022

Jie Ma

Miguel Ballesteros

Srikanth Doss Kadarundalagi Raghuram Doss

Papers citing "Label Semantics for Few Shot Named Entity Recognition"

20 / 20 papers shown

Title
A Unified Label-Aware Contrastive Learning Framework for Few-Shot Named Entity Recognition Haojie Zhang Yimeng Zhuang 46 0 0 26 Apr 2024
DoRA: Domain-Based Self-Supervised Learning Framework for Low-Resource Real Estate Appraisal Wei-Wei Du Wei-Yao Wang Wenjie Peng 24 4 0 02 Sep 2023
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER Guanting Dong Zechen Wang Jinxu Zhao Gang Zhao Daichi Guo ... Keqing He Xuefeng Li Liwen Wang Xinyue Cui Weiran Xu 37 19 0 28 Aug 2023
Unifying Token and Span Level Supervisions for Few-Shot Sequence Labeling Zifeng Cheng Qingyu Zhou Zhiwei Jiang Xuemin Zhao Yunbo Cao Qing Gu 20 3 0 16 Jul 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 22 10 0 06 Jun 2023
Taxonomy Expansion for Named Entity Recognition Karthikeyan K Yogarshi Vyas Jie Ma Giovanni Paolini Neha Ann John Shuai Wang Yassine Benajiba Vittorio Castelli Dan Roth Miguel Ballesteros 14 2 0 22 May 2023
Ultra-Fine Entity Typing with Prior Knowledge about Labels: A Simple Clustering Based Strategy Na Li Zied Bouraoui Steven Schockaert 32 9 0 22 May 2023
PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor Search Mozhi Zhang Hang Yan Yaqian Zhou Xipeng Qiu 21 10 0 20 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
UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective Ping Yang Junyu Lu Ruyi Gan Junjie Wang Yuxiang Zhang Jiaxing Zhang Pingjian Zhang 15 11 0 17 May 2023
Few-shot Event Detection: An Empirical Study and a Unified View Yubo Ma Zehao Wang Yixin Cao Aixin Sun 57 10 0 03 May 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Yubo Ma Yixin Cao YongChing Hong Aixin Sun RALM 80 135 0 15 Mar 2023
Pre-Finetuning for Few-Shot Emotional Speech Recognition Maximillian Chen Zhou Yu 29 3 0 24 Feb 2023
Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition Yongqi Li Yu Yu T. Qian 19 14 0 13 Feb 2023
ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition Ling Ge Chuming Hu Guanghui Ma Hong Zhang Jihong Liu 16 3 0 21 Jan 2023
Prompt-Based Metric Learning for Few-Shot NER Yanru Chen Yanan Zheng Zhilin Yang VLM 36 27 0 08 Nov 2022
SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition J. Wang Chengcheng Han Chengyu Wang Chuanqi Tan Minghui Qiu Songfang Huang Jun Huang Ming Gao 27 21 0 17 Oct 2022
Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis Siddharth Varia Shuai Wang Kishaloy Halder Robert Vacareanu Miguel Ballesteros Yassine Benajiba Neha Ann John Rishita Anubhai Smaranda Muresan Dan Roth 18 34 0 12 Oct 2022
Label Semantic Aware Pre-training for Few-shot Text Classification Aaron Mueller Jason Krone Salvatore Romeo Saab Mansour Elman Mansimov Yi Zhang Dan Roth VLM 17 38 0 14 Apr 2022
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 341 11,684 0 09 Mar 2017