Interpretability Analysis for Named Entity Recognition to Understand
System Predictions and How They Can Improve

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Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve

9 April 2020

Byron C. Wallace

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Papers citing "Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve"

18 / 18 papers shown

Title
LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty Zhen Zhang Yuhua Zhao Hang Gao Mengting Hu 94 22 0 16 Feb 2024
Entity Recognition from Colloquial Text T. Babaian Jennifer Xu 55 5 0 09 Jan 2024
Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification Xiaojun Xue Chunxia Zhang Tianxiang Xu Zhendong Niu 65 3 0 13 Dec 2023
Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations Jiachi Liu Liwen Wang Guanting Dong Xiaoshuai Song Zechen Wang ... Shanglin Lei Jinzheng Zhao Keqing He Bo Xiao Weiran Xu 114 6 0 05 Oct 2023
Understanding the Effectiveness of Very Large Language Models on Dialog Evaluation Jessica Huynh Cathy Jiao Prakhar Gupta Shikib Mehri Payal Bajaj Vishrav Chaudhary M. Eskénazi ELM LM&MA 73 17 0 27 Jan 2023
Influence Functions for Sequence Tagging Models Sarthak Jain Varun Manjunatha Byron C. Wallace A. Nenkova TDI 82 8 0 25 Oct 2022
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling Guanting Dong Daichi Guo Liwen Wang Xuefeng Li Zechen Wang ... Hao Lei Xinyue Cui Yi Huang Junlan Feng Weiran Xu 70 12 0 24 Aug 2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective Xiao Wang Shihan Dou Li Xiong Yicheng Zou Qi Zhang Tao Gui Liang Qiao Zhanzhan Cheng Xuanjing Huang 71 27 0 09 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
Temporal Effects on Pre-trained Models for Language Processing Tasks Oshin Agarwal A. Nenkova VLM 102 57 0 24 Nov 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
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting Xiang Chen Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen Ningyu Zhang VLM 126 71 0 31 Aug 2021
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition Abbas Ghaddar Philippe Langlais Ahmad Rashid Mehdi Rezagholizadeh 124 44 0 24 Jul 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
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities? Hyunjae Kim Jaewoo Kang AI4CE 146 21 0 01 Jan 2021
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data David Lowell Brian Howard Zachary Chase Lipton Byron C. Wallace 124 24 0 22 Oct 2020
Example-Based Named Entity Recognition Morteza Ziyadi Yuting Sun Abhishek Goswami Jade Huang Weizhu Chen 77 33 0 24 Aug 2020
FLAT: Chinese NER Using Flat-Lattice Transformer Xiaonan Li Hang Yan Xipeng Qiu Xuanjing Huang 72 400 0 24 Apr 2020