A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution

1 code implementation • 2 Apr 2024 • Bowen Ding, Qingkai Min, Shengkun Ma, Yingjie Li, Linyi Yang, Yue Zhang

Based on Pre-trained Language Models (PLMs), event coreference resolution (ECR) systems have demonstrated outstanding performance in clustering coreferential events across documents.

coreference-resolution counterfactual +3

Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction

1 code implementation • 29 Feb 2024 • Hao Li, Ying Chen, Yifei Chen, Wenxian Yang, Bowen Ding, Yuchen Han, Liansheng Wang, Rongshan Yu

It is designed to enhance the model's generalizability by leveraging the interaction between localized visual patterns and fine-grained pathological semantics.

Image Classification Language Modelling +3

YOLO-OB: An improved anchor-free real-time multiscale colon polyp detector in colonoscopy

1 code implementation • 14 Dec 2023 • Xiao Yang, Enmin Song, Guangzhi Ma, Yunfeng Zhu, Dongming Yu, Bowen Ding, Xianyuan Wang

These problems reduce the performance of polyp detection and also lower the model's training and detection efficiency.

Evaluating Open-QA Evaluation

1 code implementation • NeurIPS 2023 • Cunxiang Wang, Sirui Cheng, Qipeng Guo, Yuanhao Yue, Bowen Ding, Zhikun Xu, Yidong Wang, Xiangkun Hu, Zheng Zhang, Yue Zhang

This study focuses on the evaluation of the Open Question Answering (Open-QA) task, which can directly estimate the factuality of large language models (LLMs).

Question Answering