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
3D Deep-learning-based Segmentation of Human Skin Sweat Glands and Their 3D Morphological Response to Temperature Variations Shaoyu Pei Renxiong Wu Hao Zheng Lang Qin Shuaichen Lin ... Wenjing Huang Z. Wang Mohan Qin Y. Liu Guangming Ni 3DH 53 0 0 24 Apr 2025
EIoU-EMC: A Novel Loss for Domain-specific Nested Entity Recognition Jian Zhang Tianqing Zhang Qi Li Hongwei Wang 19 0 0 19 Apr 2025
MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning Ylli Sadikaj Hongkuan Zhou Lavdim Halilaj Stefan Schmid Steffen Staab Claudia Plant 21 0 0 09 Apr 2025
KAN-SAM: Kolmogorov-Arnold Network Guided Segment Anything Model for RGB-T Salient Object Detection Xingyuan Li Ruichao Hou Tongwei Ren Gangshan Wu 22 0 0 08 Apr 2025
DuckSegmentation: A segmentation model based on the AnYue Hemp Duck Dataset Ling Feng Tianyu Xie Wei Ma Ruijie Fu Y. Zhang Jun Li Bei Zhou 41 0 0 27 Mar 2025
Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment Chen Liu Peike Li Liying Yang Dadong Wang Lincheng Li Xin Yu VOS 62 0 0 17 Mar 2025
Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics Chen Liu Liying Yang Peike Li Dadong Wang Lincheng Li Xin Yu VOS 96 0 0 17 Mar 2025
SDF-TopoNet: A Two-Stage Framework for Tubular Structure Segmentation via SDF Pre-training and Topology-Aware Fine-Tuning Siyi Wu L. Zhao Haotian Ma Xinyuan Song 34 0 0 14 Mar 2025
KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration Chengyuan Li Suyang Zhou Jieping Kong Lei Qi Hui Xue VLM 35 1 0 08 Jan 2025
GlocalCLIP: Object-agnostic Global-Local Prompt Learning for Zero-shot Anomaly Detection Jiyul Ham Yonggon Jung Jun-Geol Baek VLM 35 1 0 09 Nov 2024
Referring Human Pose and Mask Estimation in the Wild Bo Miao Mingtao Feng Zijie Wu Mohammed Bennamoun Yongsheng Gao Ajmal Saeed Mian 26 0 0 27 Oct 2024
Deep Learning-Driven Microstructure Characterization and Vickers Hardness Prediction of Mg-Gd Alloys Lu Wang H. Chen Bing Wang Qian Li Qun Luo Yuexing Han 23 0 0 27 Oct 2024
PlaneSAM: Multimodal Plane Instance Segmentation Using the Segment Anything Model Zhongchen Deng Zhechen Yang Chi Chen Cheng Zeng Yan Meng Bisheng Yang 17 1 0 21 Oct 2024
Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection Jiawen Zhu Yew-Soon Ong Chunhua Shen Guansong Pang 28 1 0 14 Oct 2024
Cross-Modal Bidirectional Interaction Model for Referring Remote Sensing Image Segmentation Zhe Dong Yuzhe Sun Yanfeng Gu Tianzhu Liu 30 4 0 11 Oct 2024
Improving Arabic Multi-Label Emotion Classification using Stacked Embeddings and Hybrid Loss Function Nisar Ahmed Muhammad Imran Zaman Nisar Ahmed Muhammad Imran Zaman Li Yanan Hu Hongfei Wang Shiyu Xin Liu 28 0 0 04 Oct 2024
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation Han He Qianchu Liu Lei Xu Chaitanya P. Shivade Yi Zhang S. Srinivasan Katrin Kirchhoff 26 1 0 03 Oct 2024
Topic-aware Causal Intervention for Counterfactual Detection Thong Nguyen Truc-My Nguyen 26 1 0 25 Sep 2024
ASTE Transformer Modelling Dependencies in Aspect-Sentiment Triplet Extraction Iwo Naglik Mateusz Lango 23 1 0 23 Sep 2024
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning Daniele Rege Cambrin Giuseppe Gallipoli Irene Benedetto Luca Cagliero Paolo Garza 28 0 0 20 Sep 2024
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images Wentao Wang Xili Wang SSeg 34 3 0 16 Sep 2024
LLM-DER:A Named Entity Recognition Method Based on Large Language Models for Chinese Coal Chemical Domain Le Xiao Yunfei Xu Jing Zhao 27 1 0 16 Sep 2024
In-Context Learning on a Budget: A Case Study in Token Classification Uri Berger Tal Baumel Gabriel Stanovsky 42 0 0 19 Jun 2024
Why Don't Prompt-Based Fairness Metrics Correlate? A. Zayed Gonçalo Mordido Ioana Baldini Sarath Chandar ALM 47 4 0 09 Jun 2024
Assessing the Performance of Chinese Open Source Large Language Models in Information Extraction Tasks Yida Cai Hao Sun Hsiu-Yuan Huang Yunfang Wu 32 1 0 04 Jun 2024
Bring Adaptive Binding Prototypes to Generalized Referring Expression Segmentation Weize Li Zhicheng Zhao Haochen Bai Fei Su 38 0 0 24 May 2024
Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text Classification Mengyu Li Yonghao Liu Fausto Giunchiglia Xiaoyue Feng Renchu Guan VLM 42 5 0 19 May 2024
MediCLIP: Adapting CLIP for Few-shot Medical Image Anomaly Detection Ximiao Zhang Min Xu Dehui Qiu Ruixin Yan Ning Lang Xiuzhuang Zhou VLM MedIm 18 6 0 18 May 2024
Detection of Conspiracy Theories Beyond Keyword Bias in German-Language Telegram Using Large Language Models Milena Pustet Elisabeth Steffen Helena Mihaljević 34 3 0 27 Apr 2024
Samsung Research China-Beijing at SemEval-2024 Task 3: A multi-stage framework for Emotion-Cause Pair Extraction in Conversations Shen Zhang Haojie Zhang Jing Zhang Xudong Zhang Yimeng Zhuang Jinting Wu 35 2 0 25 Apr 2024
Curriculum Point Prompting for Weakly-Supervised Referring Image Segmentation Qiyuan Dai Sibei Yang 31 8 0 18 Apr 2024
Robust feature knowledge distillation for enhanced performance of lightweight crack segmentation models Zhaohui Chen Elyas Asadi Shamsabadi Sheng Jiang Luming Shen Daniel Dias-da-Costa 29 2 0 09 Apr 2024
A Morphology-Based Investigation of Positional Encodings Poulami Ghosh Shikhar Vashishth Raj Dabre Pushpak Bhattacharyya 24 1 0 06 Apr 2024
On Uncertainty Quantification for Near-Bayes Optimal Algorithms Ziyu Wang Chris Holmes UQCV 34 2 0 28 Mar 2024
Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object Segmentation Zixin Zhu Xuelu Feng Dongdong Chen Junsong Yuan Chunming Qiao Gang Hua DiffM 37 7 0 18 Mar 2024
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification Hanzi Xu Muhao Chen Lifu Huang Slobodan Vučetić Wenpeng Yin BDL VLM 39 2 0 06 Mar 2024
Majority or Minority: Data Imbalance Learning Method for Named Entity Recognition Sota Nemoto Shunsuke Kitada Hitoshi Iyatomi 19 1 0 21 Jan 2024
Fairness-Aware Structured Pruning in Transformers A. Zayed Gonçalo Mordido Samira Shabanian Ioana Baldini Sarath Chandar 33 15 0 24 Dec 2023
Deep Similarity Learning Loss Functions in Data Transformation for Class Imbalance Damian Horna Mateusz Lango Jerzy Stefanowski 13 0 0 16 Dec 2023
A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with Traditional/Learned 3D Descriptors Kangcheng Liu 3DPC 16 0 0 03 Dec 2023
SEPSIS: I Can Catch Your Lies -- A New Paradigm for Deception Detection Anku Rani Dwip Dalal Shreya Gautam Pankaj Gupta Vinija Jain Aman Chadha Amit P. Sheth Amitava Das 17 0 0 01 Dec 2023
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification Jiahuan Yan Haojun Gao Zhang Kai Weize Liu D. Z. Chen Jian Wu Jintai Chen 13 3 0 28 Nov 2023
BenthIQ: a Transformer-Based Benthic Classification Model for Coral Restoration Rupa Kurinchi-Vendhan Drew Gray Elijah Cole 21 0 0 22 Nov 2023
Self-Supervised Versus Supervised Training for Segmentation of Organoid Images Asmaa Haja Eric Brouwer Lambert Schomaker 17 1 0 19 Nov 2023
Improved Dense Nested Attention Network Based on Transformer for Infrared Small Target Detection Chun Bao Jie Cao Yaqian Ning Tianhua Zhao Zhijun Li Zechen Wang Li Zhang Qun Hao 17 4 0 15 Nov 2023
Deep Image Semantic Communication Model for Artificial Intelligent Internet of Things Li Ping Qian Yi Zhang Sikai Lyu Huijie Zhu Yuan Wu X. Shen Xiaoniu Yang VLM 20 1 0 06 Nov 2023
VIGraph: Generative Self-supervised Learning for Class-Imbalanced Node Classification Yulan Hu Ouyang Sheng Zhirui Yang Yong Liu 31 0 0 02 Nov 2023
Split-NER: Named Entity Recognition via Two Question-Answering-based Classifications Jatin Arora Youngja Park 16 7 0 30 Oct 2023
AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection Qihang Zhou Guansong Pang Yu Tian Shibo He Jiming Chen VLM 31 121 0 29 Oct 2023
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications Qidong Liu Xian Wu Xiangyu Zhao Yuanshao Zhu Derong Xu Feng Tian Yefeng Zheng MoE 34 62 0 21 Oct 2023