8 citations · 16 across the 6 of their papers we have counts for
5 papers · 1 filter
UOR: Universal Backdoor Attacks on Pre-trained Language Models
Wei Du, Peixuan Li, Boqun Li +2
Backdoors implanted in pre-trained language models (PLMs) can be transferred to various downstream tasks, which exposes a severe security threat. However, most existing backdoor at…
Few-Shot Table-to-Text Generation with Prefix-Controlled Generator
Yutao Luo, Menghua Lu, Gongshen Liu +1
Neural table-to-text generation approaches are data-hungry, limiting their adaptation for low-resource real-world applications. Previous works mostly resort to Pre-trained Language…
Multiple Character Embeddings for Chinese Word Segmentation
Jingkang Wang, Jianing Zhou, Jie Zhou +1
Chinese word segmentation (CWS) is often regarded as a character-based sequence labeling task in most current works which have achieved great success with the help of powerful neur…
Sliced Recurrent Neural Networks
Zeping Yu, Gongshen Liu
Recurrent neural networks have achieved great success in many NLP tasks. However, they have difficulty in parallelization because of the recurrent structure, so it takes much time…
Modeling Multi-turn Conversation with Deep Utterance Aggregation
Zhuosheng Zhang, Jiangtong Li, Pengfei Zhu +2
Multi-turn conversation understanding is a major challenge for building intelligent dialogue systems. This work focuses on retrieval-based response matching for multi-turn conversa…