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TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition

16 April 2020

Xiang Ren

Papers citing "TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition"

32 / 32 papers shown

Title
A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection Simon Hachmeier Robert Jäschke 115 1 0 16 Dec 2024
How much reliable is ChatGPT's prediction on Information Extraction under Input Perturbations? Ishani Mondal Abhilasha Sancheti 93 1 0 07 Apr 2024
EROS: Entity-Driven Controlled Policy Document Summarization Joykirat Singh Sehban Fazili Rohan Jain Md. Shad Akhtar 65 1 0 29 Feb 2024
Enhancing AI Research Paper Analysis: Methodology Component Extraction using Factored Transformer-based Sequence Modeling Approach Madhusudan Ghosh Debasis Ganguly Partha Basuchowdhuri S. Naskar 42 0 0 05 Nov 2023
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods S. Alqaaidi Elika Bozorgi Afsaneh Shams Krzysztof J. Kochut DRL 77 0 0 29 Oct 2023
REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization Mohammad Reza Ghasemi Madani Pasquale Minervini 91 4 0 22 Oct 2023
Do Language Models Learn about Legal Entity Types during Pretraining? Claire Barale Michael Rovatsos Nehal Bhuta ELM 49 2 0 19 Oct 2023
Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension Leilei Su Jian Chen Yifan Peng Cong Sun 60 3 0 12 Aug 2023
A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation Queries Elena V. Epure Romain Hennequin 48 5 0 13 Mar 2023
Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop Siting Liang Mareike Hartmann Daniel Sonntag 50 3 0 24 Jan 2023
DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition Jiali Zeng Yu Jiang Yongjing Yin Xu Wang Binghuai Lin Yunbo Cao 80 3 0 15 Nov 2022
XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models Dong-Ho Lee Akshen Kadakia Brihi Joshi Aaron Chan Ziyi Liu ... Takashi Shibuya Ryosuke Mitani Toshiyuki Sekiya Jay Pujara Xiang Ren LRM 79 9 0 30 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 268 99 0 06 Oct 2022
Distilling Task-specific Logical Rules from Large Pre-trained Models Tao Chen Luxin Liu Xu Jia Baoliang Cui Haihong Tang Siliang Tang 94 1 0 06 Oct 2022
ER-Test: Evaluating Explanation Regularization Methods for Language Models Brihi Joshi Aaron Chan Ziyi Liu Shaoliang Nie Maziar Sanjabi Hamed Firooz Xiang Ren AAML 83 6 0 25 May 2022
Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition Yuan Sui Fanyang Bu Ying Hu Wei Yan Li Zhang 88 9 0 12 Apr 2022
BTPK-based interpretable method for NER tasks based on Talmudic Public Announcement Logic Yulin Chen Beishui Liao Bruno Bentzen Bo Yuan Zelai Yao Haixiao Chi D. Gabbay 64 0 0 24 Jan 2022
Few-shot Named Entity Recognition with Cloze Questions V. Gatta V. Moscato Marco Postiglione Giancarlo Sperlí 56 4 0 24 Nov 2021
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 127 87 0 16 Oct 2021
Low-Resource Named Entity Recognition Based on Multi-hop Dependency Trigger Jiang Wu 52 0 0 15 Sep 2021
RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models Bill Yuchen Lin Wenyang Gao Jun Yan Ryan Rene Moreno Xiang Ren AAML 90 42 0 12 Sep 2021
AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger Extraction Dong-Ho Lee Ravi Kiran Selvam Sheikh Muhammad Sarwar Bill Yuchen Lin Fred Morstatter Jay Pujara Elizabeth Boschee James Allan Xiang Ren 77 3 0 10 Sep 2021
Probing Pre-trained Auto-regressive Language Models for Named Entity Typing and Recognition Elena V. Epure Romain Hennequin 49 14 0 26 Aug 2021
A Survey on Deep Learning Event Extraction: Approaches and Applications Qian Li Jianxin Li Shuaiyi Nie Shiyao Cui Hongzhi Zhang ... Hao Peng Shu Guo Lihong Wang Amin Beheshti Philip S. Yu 92 48 0 05 Jul 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Joey Tianyi Zhou Diyi Yang 116 178 0 14 Jun 2021
SpanNER: Named Entity Re-/Recognition as Span Prediction Jinlan Fu Xuanjing Huang Pengfei Liu 75 101 0 01 Jun 2021
Larger-Context Tagging: When and Why Does It Work? Jinlan Fu Liangjing Feng Qi Zhang Xuanjing Huang Pengfei Liu 57 5 0 09 Apr 2021
Teach me how to Label: Labeling Functions from Natural Language with Text-to-text Transformers Yannis Papanikolaou 22 0 0 18 Jan 2021
Interpretable Multi-dataset Evaluation for Named Entity Recognition Jinlan Fu Pengfei Liu Graham Neubig 93 44 0 13 Nov 2020
Local Additivity Based Data Augmentation for Semi-supervised NER Jiaao Chen Zhenghui Wang Ran Tian Zichao Yang Diyi Yang 92 58 0 04 Oct 2020
LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation Dong-Ho Lee Rahul Khanna Bill Yuchen Lin Jamin Chen Seyeon Lee Qinyuan Ye Elizabeth Boschee Leonardo Neves Xiang Ren 113 22 0 16 Apr 2020
Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling Ouyu Lan Xiao Huang Bill Yuchen Lin He Jiang Liyuan Liu Xiang Ren SSL 60 30 0 09 Oct 2019