FormulaQA: A Question Answering Dataset for Formula-Based Numerical Reasoning

1 code implementation • 20 Feb 2024 • Xiao Li, Sichen Liu, Bolin Zhu, Yin Zhu, Yiwei Liu, Gong Cheng

The application of formulas is a fundamental ability of humans when addressing numerical reasoning problems.

High School Physics Question Answering +1

Universal Multi-modal Entity Alignment via Iteratively Fusing Modality Similarity Paths

1 code implementation • 9 Oct 2023 • Bolin Zhu, Xiaoze Liu, Xin Mao, Zhuo Chen, Lingbing Guo, Tao Gui, Qi Zhang

The objective of Entity Alignment (EA) is to identify equivalent entity pairs from multiple Knowledge Graphs (KGs) and create a more comprehensive and unified KG.

Knowledge Graphs Multi-modal Entity Alignment

Monolith: Real Time Recommendation System With Collisionless Embedding Table

1 code implementation • 16 Sep 2022 • Zhuoran Liu, Leqi Zou, Xuan Zou, Caihua Wang, Biao Zhang, Da Tang, Bolin Zhu, Yijie Zhu, Peng Wu, Ke Wang, Youlong Cheng

In this paper, we present Monolith, a system tailored for online training.

Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining

1 code implementation • EMNLP 2021 • Yicheng Zou, Bolin Zhu, Xingwu Hu, Tao Gui, Qi Zhang

With the rapid increase in the volume of dialogue data from daily life, there is a growing demand for dialogue summarization.

TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

1 code implementation • ACL 2021 • Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xingwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang

To guarantee user acceptability, all the text transformations are linguistically based, and we provide a human evaluation for each one.

Adversarial Attack named-entity-recognition +5