Prompt-Learning for Fine-Grained Entity Typing

24 August 2021

Xu Han

Zhiyuan Liu

Papers citing "Prompt-Learning for Fine-Grained Entity Typing"

50 / 66 papers shown

Title
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics Zhiwen You Kanyao Han Haotian Zhu Bertram Ludäscher Jana Diesner 28 1 0 02 Oct 2024
Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text Avijit Mitra Emily Druhl Raelene Goodwin Hong Yu 29 2 0 10 Jun 2024
Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition Chang Tian Wenpeng Yin Dan Li Marie-Francine Moens 40 4 0 08 Jun 2024
In-context Contrastive Learning for Event Causality Identification Chao Liang Wei Xiang Bang Wang 42 0 0 17 May 2024
Few-shot Name Entity Recognition on StackOverflow Xinwei Chen Kun Li Tianyou Song Jiangjian Guo 26 15 0 15 Apr 2024
ClinLinker: Medical Entity Linking of Clinical Concept Mentions in Spanish Fernando Gallego Guillermo López-García Luis Gascó Sánchez Martin Krallinger Francisco-Javier Veredas 19 3 0 09 Apr 2024
Class-Incremental Few-Shot Event Detection Kailin Zhao Xiaolong Jin Long Bai J. Guo Xueqi Cheng VLM CLL 16 0 0 02 Apr 2024
Span-Oriented Information Extraction -- A Unifying Perspective on Information Extraction Yifan Ding Michael Yankoski Tim Weninger 22 1 0 18 Mar 2024
ChatEL: Entity Linking with Chatbots Yifan Ding Qingkai Zeng Tim Weninger KELM 32 5 0 20 Feb 2024
EntGPT: Linking Generative Large Language Models with Knowledge Bases Yifan Ding Amrit Poudel Qingkai Zeng Tim Weninger Balaji Veeramani Sanmitra Bhattacharya ReLM KELM LRM 23 4 0 09 Feb 2024
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction Jiangmeng Li Fei Song Yifan Jin Wenwen Qiang Changwen Zheng Fuchun Sun Hui Xiong VLM 42 2 0 25 Jan 2024
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains Yu Zhang Yunyi Zhang Yanzhen Shen Yu Deng Lucian Popa Larisa Shwartz ChengXiang Zhai Jiawei Han 26 2 0 23 Jan 2024
Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks Bo Li Wei Ye Quan-ding Wang Wen Zhao Shikun Zhang VLM 30 1 0 14 Dec 2023
Helping Language Models Learn More: Multi-dimensional Task Prompt for Few-shot Tuning Jinta Weng Jiarui Zhang Yue Hu Daidong Fa Xiaofeng Xu Heyan Huang 16 1 0 13 Dec 2023
From Ultra-Fine to Fine: Fine-tuning Ultra-Fine Entity Typing Models to Fine-grained Hongliang Dai Ziqian Zeng 18 3 0 11 Dec 2023
Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning Minghao Tang Yongquan He Yongxiu Xu Hongbo Xu Wenyuan Zhang Yang Lin NoLa 28 0 0 23 Oct 2023
ConPET: Continual Parameter-Efficient Tuning for Large Language Models Chenyan Song Xu Han Zheni Zeng Kuai Li Chen Chen Zhiyuan Liu Maosong Sun Taojiannan Yang CLL KELM 19 10 0 26 Sep 2023
Advancing Relation Extraction through Language Probing with Exemplars from Set Co-Expansion Yerong Li Roxana Girju 28 0 0 18 Aug 2023
Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension Leilei Su Jian Chen Yifan Peng Cong Sun 23 2 0 12 Aug 2023
Prompt2Gaussia: Uncertain Prompt-learning for Script Event Prediction Shiyao Cui Xin Cong Jiawei Sheng Xuebin Wang Tingwen Liu Jinqiao Shi 22 0 0 04 Aug 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 35 714 0 14 Jun 2023
Exploring Lottery Prompts for Pre-trained Language Models Yulin Chen Ning Ding Xiaobin Wang Shengding Hu Haitao Zheng Zhiyuan Liu Pengjun Xie VLM LRM 16 7 0 31 May 2023
PromptNER: Prompt Locating and Typing for Named Entity Recognition Yongliang Shen Zeqi Tan Shuhui Wu Wenqi Zhang Rongsheng Zhang Yadong Xi Weiming Lu Y. Zhuang 28 33 0 26 May 2023
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training Yunyi Zhang Minhao Jiang Yu Meng Yu Zhang Jiawei Han NoLa 48 12 0 23 May 2023
From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment Yu Zhao Yike Wu Xiangrui Cai Ying Zhang Haiwei Zhang Xiaojie Yuan 24 12 0 19 May 2023
TEPrompt: Task Enlightenment Prompt Learning for Implicit Discourse Relation Recognition Wei Xiang Chao Liang Bang Wang 12 7 0 18 May 2023
Recognizing Entity Types via Properties D. Shi Fausto Giunchiglia 8 0 0 16 Apr 2023
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Shafiq R. Joty Boyang Albert Li Lidong Bing 24 231 0 20 Dec 2022
Recall, Expand and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing Chengyue Jiang Wenyang Hui Yong-jia Jiang Xiaobin Wang Pengjun Xie Kewei Tu 34 4 0 18 Dec 2022
Decoder Tuning: Efficient Language Understanding as Decoding Ganqu Cui Wentao Li Ning Ding Longtao Huang Zhiyuan Liu Maosong Sun 19 6 0 16 Dec 2022
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field Chengyue Jiang Yong-jia Jiang Weiqi Wu Pengjun Xie Kewei Tu 18 5 0 03 Dec 2022
Few-shot Classification with Hypersphere Modeling of Prototypes Ning Ding Yulin Chen Ganqu Cui Xiaobin Wang Haitao Zheng Zhiyuan Liu Pengjun Xie 25 8 0 10 Nov 2022
ConsPrompt: Exploiting Contrastive Samples for Fewshot Prompt Learning Jinta Weng Yifan Deng D. D. Li Hao You Yue Hu Heyan Huang 20 1 0 08 Nov 2022
Prompt-based Text Entailment for Low-Resource Named Entity Recognition Dongfang Li Baotian Hu Qingcai Chen 18 6 0 06 Nov 2022
Continuous Prompt Tuning Based Textual Entailment Model for E-commerce Entity Typing Yibo Wang Congying Xia Guan Wang Philip Yu 13 6 0 04 Nov 2022
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning Sheng Zhang Hao Cheng Jianfeng Gao Hoifung Poon 19 47 0 30 Aug 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing Xinyu Zuo Haijin Liang Ning Jing Shuang Zeng Zhou Fang Yu Luo 26 6 0 22 Aug 2022
Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation Jiaxin Huang Yu Meng Jiawei Han 39 20 0 28 Jun 2022
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning Xiang Chen Lei Li Ningyu Zhang Xiaozhuan Liang Shumin Deng Chuanqi Tan Fei Huang Luo Si Huajun Chen VLM 23 52 0 29 May 2022
Making Pretrained Language Models Good Long-tailed Learners Chen Zhang Lei Ren Jingang Wang Wei Yu Wu Dawei Song RALM VLM 20 8 0 11 May 2022
Automatic Noisy Label Correction for Fine-Grained Entity Typing Wei-Fan Pan Wei Wei Feida Zhu NoLa 18 17 0 06 May 2022
Unified Semantic Typing with Meaningful Label Inference James Y. Huang Bangzheng Li Jiashu Xu Muhao Chen 26 30 0 04 May 2022
Financial data analysis application via multi-strategy text processing Hongyin Zhu 21 7 0 25 Apr 2022
Contrastive Demonstration Tuning for Pre-trained Language Models Xiaozhuan Liang Ningyu Zhang Shuyang Cheng Zhenru Zhang Chuanqi Tan Huajun Chen VLM ALM VPVLM 33 9 0 09 Apr 2022
Few-shot Named Entity Recognition with Self-describing Networks Jiawei Chen Qing Liu Hongyu Lin Xianpei Han Le Sun 28 44 0 23 Mar 2022
Prototypical Verbalizer for Prompt-based Few-shot Tuning Ganqu Cui Shengding Hu Ning Ding Longtao Huang Zhiyuan Liu VLM 12 96 0 18 Mar 2022
HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing Sonish Sivarajkumar Yanshan Wang VLM LM&MA 31 54 0 09 Mar 2022
Prompt-Learning for Short Text Classification Yi Zhu Xinke Zhou Jipeng Qiang Yun Li Yunhao Yuan Xindong Wu VLM 13 34 0 23 Feb 2022
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization Sha Li Liyuan Liu Yiqing Xie Heng Ji Jiawei Han 41 4 0 15 Feb 2022
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference Bangzheng Li Wenpeng Yin Muhao Chen 25 29 0 12 Feb 2022