Su Zhu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 60

Top Topics

Language Understanding

Semantic Parser

Spoken Language

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

SIGDIAL Conference

Publications

Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu
A Birgat Model for Multi-Intent Spoken Language Understanding with Hierarchical Semantic Frames. ICASSP (2024)
Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu
A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames. CoRR (2024)
Zihan Zhao, Da Ma, Lu Chen, Liangtai Sun, Zihao Li, Hongshen Xu, Zichen Zhu, Su Zhu, Shuai Fan, Guodong Shen, Xin Chen, Kai Yu
ChemDFM: Dialogue Foundation Model for Chemistry. CoRR (2024)
Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu
Evolving Subnetwork Training for Large Language Models. CoRR (2024)
Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu
Sparsity-Accelerated Training for Large Language Models. ACL (Findings) (2024)
Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu
Sparsity-Accelerated Training for Large Language Models. CoRR (2024)
Sheng Jiang, Su Zhu, Ruisheng Cao, Qingliang Miao, Kai Yu
SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling. ACL (industry) (2023)
Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu, Zhi Chen, Hanchong Zhang, Kai Yu
On the Structural Generalization in Text-to-SQL. CoRR (2023)
Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu, Zhi Chen, Hanchong Zhang, Kai Yu
Exploring Schema Generalizability of Text-to-SQL. ACL (Findings) (2023)
Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu, Kai Yu
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue. Trans. Assoc. Comput. Linguistics 11 (2023)
Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu, Kai Yu
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue. CoRR (2022)
Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu
UniDU: Towards A Unified Generative Dialogue Understanding Framework. SIGDIAL (2022)
Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu
DialogZoo: Large-Scale Dialog-Oriented Task Learning. CoRR (2022)
Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu
UniDU: Towards A Unified Generative Dialogue Understanding Framework. CoRR (2022)
Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF. NLPCC (1) (2021)
Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser. CoRR (2021)
Boer Lyu, Lu Chen, Su Zhu, Kai Yu
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching. AAAI (2021)
Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations. CoRR (2021)
Boer Lyu, Lu Chen, Su Zhu, Kai Yu
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching. CoRR (2021)
Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations. ACL/IJCNLP (1) (2021)
Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser. NAACL-HLT (2021)
Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF. CoRR (2021)
Su Zhu, Zijian Zhao, Rao Ma, Kai Yu
Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Su Zhu, Jieyu Li, Lu Chen, Kai Yu
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking. CoRR (2020)
Su Zhu, Zijian Zhao, Rao Ma, Kai Yu
Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding. CoRR (2020)
Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing. CoRR (2020)
Chen Liu, Su Zhu, Zijian Zhao, Ruisheng Cao, Lu Chen, Kai Yu
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding. CoRR (2020)
Chen Liu, Su Zhu, Lu Chen, Kai Yu
Robust Spoken Language Understanding with RL-based Value Error Recovery. CoRR (2020)
Su Zhu, Ruisheng Cao, Lu Chen, Kai Yu
Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding. CoRR (2020)
Zihan Xu, Zhi Chen, Lu Chen, Su Zhu, Kai Yu
Memory Attention Neural Network for Multi-domain Dialogue State Tracking. NLPCC (1) (2020)
Lu Chen, Yanbin Zhao, Boer Lyu, Lesheng Jin, Zhi Chen, Su Zhu, Kai Yu
Neural Graph Matching Networks for Chinese Short Text Matching. ACL (2020)
Su Zhu, Ruisheng Cao, Kai Yu
Dual Learning for Semi-Supervised Natural Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Jieyu Li, Su Zhu, Kai Yu
A Hierarchical Tracker for Multi-Domain Dialogue State Tracking. ICASSP (2020)
Chen Liu, Su Zhu, Lu Chen, Kai Yu
Robust Spoken Language Understanding with RL-Based Value Error Recovery. NLPCC (1) (2020)
Su Zhu, Ruisheng Cao, Kai Yu
Dual Learning for Semi-Supervised Natural Language Understanding. CoRR (2020)
Yanbin Zhao, Lu Chen, Zhi Chen, Ruisheng Cao, Su Zhu, Kai Yu
Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks. ACL (2020)
Zhi Chen, Lu Chen, Yanbin Zhao, Su Zhu, Kai Yu
Dual Learning for Dialogue State Tracking. CoRR (2020)
Zhi Chen, Lu Chen, Zihan Xu, Yanbin Zhao, Su Zhu, Kai Yu
CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking. CoRR (2020)
Chen Liu, Su Zhu, Zijian Zhao, Ruisheng Cao, Lu Chen, Kai Yu
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding. INTERSPEECH (2020)
Lu Chen, Boer Lv, Chi Wang, Su Zhu, Bowen Tan, Kai Yu
Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks. AAAI (2020)
Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing. ACL (2020)
Su Zhu, Jieyu Li, Lu Chen, Kai Yu
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking. EMNLP (Findings) (2020)
Hao Li, Chen Liu, Su Zhu, Kai Yu
Robust Spoken Language Understanding with Acoustic and Domain Knowledge. ICMI (2019)
Su Zhu, Zijian Zhao, Tiejun Zhao, Chengqing Zong, Kai Yu
CATSLU: The 1st Chinese Audio-Textual Spoken Language Understanding Challenge. ICMI (2019)
Zijian Zhao, Su Zhu, Kai Yu
Data Augmentation with Atomic Templates for Spoken Language Understanding. EMNLP/IJCNLP (1) (2019)
Ruisheng Cao, Su Zhu, Chen Liu, Jieyu Li, Kai Yu
Semantic Parsing with Dual Learning. ACL (1) (2019)
Ruisheng Cao, Su Zhu, Chen Liu, Jieyu Li, Kai Yu
Semantic Parsing with Dual Learning. CoRR (2019)
Zijian Zhao, Su Zhu, Kai Yu
A Hierarchical Decoding Model for Spoken Language Understanding from Unaligned Data. ICASSP (2019)
Zijian Zhao, Su Zhu, Kai Yu
Data Augmentation with Atomic Templates for Spoken Language Understanding. CoRR (2019)
Zijian Zhao, Su Zhu, Kai Yu
A Hierarchical Decoding Model For Spoken Language Understanding From Unaligned Data. CoRR (2019)
Huifeng Zhang, Su Zhu, Shuai Fan, Kai Yu
Joint Spoken Language Understanding and Domain Adaptive Language Modeling. IScIDE (2018)
Su Zhu, Kai Yu
Concept Transfer Learning for Adaptive Language Understanding. SIGDIAL Conference (2018)
Su Zhu, Ouyu Lan, Kai Yu
Robust Spoken Language Understanding with Unsupervised ASR-Error Adaptation. ICASSP (2018)
Ouyu Lan, Su Zhu, Kai Yu
Semi-Supervised Training Using Adversarial Multi-Task Learning for Spoken Language Understanding. ICASSP (2018)
Su Zhu, Kai Yu
Encoder-decoder with focus-mechanism for sequence labelling based spoken language understanding. ICASSP (2017)
Su Zhu, Kai Yu
Concept Transfer Learning for Adaptive Language Understanding. CoRR (2017)
Kai Sun, Su Zhu, Lu Chen, Siqiu Yao, Xueyang Wu, Kai Yu
Hybrid Dialogue State Tracking for Real World Human-to-Human Dialogues. INTERSPEECH (2016)
Xueyang Wu, Su Zhu, Yue Wu, Kai Yu
Rich punctuations prediction using large-scale deep learning. ISCSLP (2016)
Su Zhu, Kai Yu
Encoder-decoder with Focus-mechanism for Sequence Labelling Based Spoken Language Understanding. CoRR (2016)
Kai Yu, Lu Chen, Kai Sun, Qizhe Xie, Su Zhu
Evolvable dialogue state tracking for statistical dialogue management. Frontiers Comput. Sci. 10 (2) (2016)
Kai Yu, Kai Sun, Lu Chen, Su Zhu
Constrained Markov Bayesian Polynomial for Efficient Dialogue State Tracking. IEEE ACM Trans. Audio Speech Lang. Process. 23 (12) (2015)
Qizhe Xie, Kai Sun, Su Zhu, Lu Chen, Kai Yu
Recurrent Polynomial Network for Dialogue State Tracking with Mismatched Semantic Parsers. SIGDIAL Conference (2015)
Su Zhu, Lu Chen, Kai Sun, Da Zheng, Kai Yu
Semantic parser enhancement for dialogue domain extension with little data. SLT (2014)
Kai Sun, Lu Chen, Su Zhu, Kai Yu
A generalized rule based tracker for dialogue state tracking. SLT (2014)
Kai Sun, Lu Chen, Su Zhu, Kai Yu
The SJTU System for Dialog State Tracking Challenge 2. SIGDIAL Conference (2014)