Towards Better Multi-modal Keyphrase Generation via Visual Entity Enhancement and Multi-granularity Image Noise Filtering

1 code implementation • 9 Sep 2023 • Yifan Dong, Suhang Wu, Fandong Meng, Jie zhou, Xiaoli Wang, Jianxin Lin, Jinsong Su

2) the input text and image are often not perfectly matched, and thus the image may introduce noise into the model.

Image Captioning Image-text matching +2

Eva-KELLM: A New Benchmark for Evaluating Knowledge Editing of LLMs

no code implementations • 19 Aug 2023 • Suhang Wu, Minlong Peng, Yue Chen, Jinsong Su, Mingming Sun

In this paper, we propose Eva-KELLM, a new benchmark for evaluating knowledge editing of LLMs.

knowledge editing Transfer Learning

A Simple yet Effective Self-Debiasing Framework for Transformer Models

1 code implementation • 2 Jun 2023 • Xiaoyue Wang, Lijie Wang, Xin Liu, Suhang Wu, Jinsong Su, Hua Wu

In this way, the top-layer sentence representation will be trained to ignore the common biased features encoded by the low-layer sentence representation and focus on task-relevant unbiased features.

Natural Language Understanding Sentence

Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation

1 code implementation • 26 May 2023 • Zhiwei Cao, Baosong Yang, Huan Lin, Suhang Wu, Xiangpeng Wei, Dayiheng Liu, Jun Xie, Min Zhang, Jinsong Su

$k$-Nearest neighbor machine translation ($k$NN-MT) has attracted increasing attention due to its ability to non-parametrically adapt to new translation domains.

Domain Adaptation Machine Translation +3

From Statistical Methods to Deep Learning, Automatic Keyphrase Prediction: A Survey

no code implementations • 4 May 2023 • Binbin Xie, Jia Song, Liangying Shao, Suhang Wu, Xiangpeng Wei, Baosong Yang, Huan Lin, Jun Xie, Jinsong Su

In this paper, we comprehensively summarize representative studies from the perspectives of dominant models, datasets and evaluation metrics.