Dice Loss for Data-imbalanced NLP Tasks

7 November 2019

Jiwei Li

Papers citing "Dice Loss for Data-imbalanced NLP Tasks"

50 / 148 papers shown

Title
Empirical Study of Zero-Shot NER with ChatGPT Tingyu Xie Qi Li Jian Zhang Yan Zhang Zuozhu Liu Hongwei Wang LRM ReLM 24 63 0 16 Oct 2023
Visual Temporal Fusion Based Free Space Segmentation for Autonomous Surface Vessels Xueyao Liang Hu Xu Yuwei Cheng 18 0 0 02 Oct 2023
Completing Visual Objects via Bridging Generation and Segmentation Xiang Li Yinpeng Chen Chung-Ching Lin Hao Chen Kai Hu Rita Singh Bhiksha Raj Lijuan Wang Zicheng Liu DiffM 19 4 0 01 Oct 2023
QDFormer: Towards Robust Audiovisual Segmentation in Complex Environments with Quantization-based Semantic Decomposition Xiang Li Jinglu Wang Xiaohao Xu Xiulian Peng Rita Singh Yan Lu Bhiksha Raj VOS 39 10 0 29 Sep 2023
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks Danfeng Hong Bing Zhang Hao Li Yuxuan Li Jing Yao Chenyu Li Martin Werner Jocelyn Chanussote Alexander Zipf Xiaoxiang Zhu SSeg 21 336 0 26 Sep 2023
Multiple Relations Classification using Imbalanced Predictions Adaptation S. Alqaaidi Elika Bozorgi Krzysztof J. Kochut 17 3 0 24 Sep 2023
HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering Tongxu Luo Fangyu Lei Jiahe Lei Weihao Liu Shihu He Jun Zhao Kang Liu 24 3 0 22 Sep 2023
SAGE: Structured Attribute Value Generation for Billion-Scale Product Catalogs A. Nikolakopoulos Swati Kaul Siva Karthik Gade Bella Dubrov Umit Batur Suleiman Ali Khan 6 1 0 12 Sep 2023
LEyes: A Lightweight Framework for Deep Learning-Based Eye Tracking using Synthetic Eye Images Sean Anthony Byrne Virmarie Maquiling Marcus Nyström Enkelejda Kasneci D. Niehorster 61 5 0 12 Sep 2023
Contrastive Grouping with Transformer for Referring Image Segmentation Jiajin Tang Ge Zheng Cheng Shi Sibei Yang ViT 22 37 0 02 Sep 2023
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions Zemin Liu Yuan N. Li Nan-Fang Chen Qian Wang Bryan Hooi Bin He FaML 14 13 0 26 Aug 2023
Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition Duzhen Zhang Hongliu Li Wei Cong Rongtao Xu Jiahua Dong Xiuyi Chen CLL 32 10 0 17 Aug 2023
Spectrum-guided Multi-granularity Referring Video Object Segmentation Bo Miao Bennamoun Yongsheng Gao Ajmal Saeed Mian VOS 42 34 0 25 Jul 2023
Lightweight Neural Path Planning Jinsong Li Shaochen Wang Ziyang Chen Zheng Kan Jun Yu 9 0 0 20 Jul 2023
PSGformer: Enhancing 3D Point Cloud Instance Segmentation via Precise Semantic Guidance Lei Pan Wuyang Luan Yuan Zheng Qiankun Fu Junhui Li 3DPC 22 0 0 15 Jul 2023
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Fei Wu Guoyin Wang AI4MH LRM 37 29 0 16 Jun 2023
Semantic Segmentation on VSPW Dataset through Contrastive Loss and Multi-dataset Training Approach Min Yan Qianxiong Ning Qian Wang 25 1 0 06 Jun 2023
Should We Attend More or Less? Modulating Attention for Fairness A. Zayed Gonçalo Mordido Samira Shabanian Sarath Chandar 37 10 0 22 May 2023
SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2) B. Fetahu Sudipta Kar Zhiyu Zoey Chen Oleg Rokhlenko S. Malmasi 29 56 0 11 May 2023
Technical Report: Impact of Position Bias on Language Models in Token Classification Mehdi Ben Amor Michael Granitzer Jelena Mitrović 25 3 0 26 Apr 2023
GPT-NER: Named Entity Recognition via Large Language Models Shuhe Wang Xiaofei Sun Xiaoya Li Rongbin Ouyang Fei Wu Tianwei Zhang Jiwei Li Guoyin Wang 23 179 0 20 Apr 2023
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction Xiao Wang Wei Zhou Can Zu Han Xia Tianze Chen ... Tao Gui Jihua Kang J. Yang Siyuan Li Chunsai Du 31 146 0 17 Apr 2023
Bridging the Language Gap: Knowledge Injected Multilingual Question Answering Zhichao Duan Xiuxing Li Zhengyan Zhang Zhenyu Li Ning Liu Jianyong Wang 19 8 0 06 Apr 2023
Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network Cong Han Yujie Zhong Dengjie Li Kai Han Lin Ma VLM SSeg 6 30 0 03 Apr 2023
Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels Zifu Wang Teodora Popordanoska J. Bertels Robin Lemmens Matthew B. Blaschko 24 10 0 28 Mar 2023
Mode-locking Theory for Long-Range Interaction in Artificial Neural Networks Xiuxiu Bai Shuaishuai Zhao Yao Gao Zhe Liu 16 0 0 10 Mar 2023
ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT Xiang Wei Xingyu Cui Ning Cheng Xiaobin Wang Xin Zhang ... Jinan Xu Yufeng Chen Meishan Zhang Yong-jia Jiang Wenjuan Han 25 315 0 20 Feb 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels Zifu Wang Xuefei Ning Matthew B. Blaschko VLM 30 12 0 11 Feb 2023
Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages A. Mhaske Harsh Kedia Sumanth Doddapaneni Mitesh M. Khapra Pratyush Kumar V. Rudramurthy Anoop Kunchukuttan 49 26 0 20 Dec 2022
TopoImb: Toward Topology-level Imbalance in Learning from Graphs Tianxiang Zhao Dongsheng Luo Xiang Zhang Suhang Wang AI4CE 30 11 0 16 Dec 2022
Differentiating Student Feedbacks for Knowledge Tracing Jiajun Cui Wei Zhang Chanjin Zheng Lu Wang Mo Yu Wei Zhang AI4Ed 29 0 0 16 Dec 2022
AUC Maximization for Low-Resource Named Entity Recognition Ngoc Dang Nguyen Wei Tan Wray L. Buntine Richard Beare Changyou Chen Lan Du 26 8 0 09 Dec 2022
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 21 167 0 07 Dec 2022
Switching to Discriminative Image Captioning by Relieving a Bottleneck of Reinforcement Learning Ukyo Honda Taro Watanabe Yuji Matsumoto 13 9 0 06 Dec 2022
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN Shuhe Wang Yuxian Meng Rongbin Ouyang Jiwei Li Tianwei Zhang Lingjuan Lyu Guoyin Wang 19 9 0 05 Dec 2022
This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish Lukasz Augustyniak Kamil Tagowski Albert Sawczyn Denis Janiak Roman Bartusiak ... Arkadiusz Janz Piotr Szymañski M. Morzy Tomasz Kajdanowicz Maciej Piasecki 18 10 0 23 Nov 2022
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach Yew Ken Chia Lidong Bing Sharifah Mahani Aljunied Luo Si Soujanya Poria 29 14 0 18 Nov 2022
An Adversarial Active Sampling-based Data Augmentation Framework for Manufacturable Chip Design Mingjie Liu Haoyu Yang Zong-Yi Li K. Sastry S. Mukhopadhyay Selim Dogru Anima Anandkumar D. Pan Brucek Khailany Haoxing Ren 35 3 0 27 Oct 2022
Disentangled and Robust Representation Learning for Bragging Classification in Social Media Xiang Li Yucheng Zhou 17 3 0 27 Oct 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study Xin Xu Xiang Chen Ningyu Zhang Xin Xie Xi Chen Huajun Chen 17 10 0 19 Oct 2022
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing Sophie Henning William H. Beluch Alexander M. Fraser Annemarie Friedrich 14 20 0 10 Oct 2022
Deep Span Representations for Named Entity Recognition Enwei Zhu Yiyang Liu Jinpeng Li 13 9 0 09 Oct 2022
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition Junhao Zheng Zhanxian Liang Haibin Chen Qianli Ma CML 72 13 0 08 Oct 2022
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts Asahi Ushio Leonardo Neves Vítor Silva Francesco Barbieri Jose Camacho-Collados 23 26 0 07 Oct 2022
Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification Linxin Song Jieyu Zhang Tianxiang Yang M. Goto 17 3 0 06 Oct 2022
T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition Asahi Ushio Jose Camacho-Collados 12 72 0 09 Sep 2022
Evaluating the Susceptibility of Pre-Trained Language Models via Handcrafted Adversarial Examples Hezekiah J. Branch Jonathan Rodriguez Cefalu Jeremy McHugh Leyla Hujer Aditya Bahl Daniel del Castillo Iglesias Ron Heichman Ramesh Darwishi ELM SILM AAML 13 48 0 05 Sep 2022
Towards No.1 in CLUE Semantic Matching Challenge: Pre-trained Language Model Erlangshen with Propensity-Corrected Loss Junjie Wang Yuxiang Zhang Ping Yang Ruyi Gan 11 2 0 05 Aug 2022
ZLPR: A Novel Loss for Multi-label Classification Jianlin Su Min Zhu Ahmed Murtadha Shengfeng Pan Bo Wen Yunfeng Liu VLM 16 39 0 05 Aug 2022
Towards Robust Referring Video Object Segmentation with Cyclic Relational Consensus Xiang Li Jinglu Wang Xiaohao Xu Xiao Li Bhiksha Raj Yan Lu VOS 53 29 0 04 Jul 2022