Su Zhu

71 papers A* 7A 2B 3Misc 6Journal 34Unranked 19
YearRankTypeTitle / Venue / Authors
2025 J jnl
DFM: Dialogue foundation model for universal large-scale dialogue-oriented task learning.
AI Open
Zhi Chen, Da Ma, Hanqi Li, Lu Chen, Jiabao Ji, Yuncong Liu, Bei Chen, Mengyue Wu, Su Zhu, Xin Dong, Fujiang Ge, Qingliang Miao, Jian-Guang Lou, Shuai Fan, Kai Yu
2025 A* conf
Reducing Tool Hallucination via Reliability Alignment.
ICML
Hongshen Xu, Zichen Zhu, Lei Pan, Zihan Wang, Su Zhu, Da Ma, Ruisheng Cao, Lu Chen, Kai Yu
2025 — conf
Unsupervised Text Style Transfer via LLMs and Mask-Filling with Multi-way Interactions.
ICONIP (1)
Lei Pan, Yuanyuan Liang, Hongshen Xu, Da Ma, Su Zhu, Shuai Fan
2024 J jnl
A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames.
CoRR
Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu
2024 Misc conf
A Birgat Model for Multi-Intent Spoken Language Understanding with Hierarchical Semantic Frames.
ICASSP
Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu
2024 J jnl
ChemDFM: Dialogue Foundation Model for Chemistry.
CoRR
Zihan Zhao, Da Ma, Lu Chen, Liangtai Sun, Zihao Li, Hongshen Xu, Zichen Zhu, Su Zhu, Shuai Fan, Guodong Shen, Xin Chen, Kai Yu
2024 J jnl
Compressing KV Cache for Long-Context LLM Inference with Inter-Layer Attention Similarity.
CoRR
Da Ma, Lu Chen, Situo Zhang, Yuxun Miao, Su Zhu, Zhi Chen, Hongshen Xu, Hanqi Li, Shuai Fan, Lei Pan, Kai Yu
2024 A* conf
Evolving Subnetwork Training for Large Language Models.
ICML
Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu
2024 J jnl
Evolving Subnetwork Training for Large Language Models.
CoRR
Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu
2024 J jnl
Reducing Tool Hallucination via Reliability Alignment.
CoRR
Hongshen Xu, Su Zhu, Zihan Wang, Hang Zheng, Da Ma, Ruisheng Cao, Shuai Fan, Lu Chen, Kai Yu
2024 J jnl
SciDFM: A Large Language Model with Mixture-of-Experts for Science.
CoRR
Liangtai Sun, Danyu Luo, Da Ma, Zihan Zhao, Baocai Chen, Zhennan Shen, Su Zhu, Lu Chen, Xin Chen, Kai Yu
2024 — conf
Sparsity-Accelerated Training for Large Language Models.
ACL (Findings)
Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu
2024 J jnl
Sparsity-Accelerated Training for Large Language Models.
CoRR
Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu
2023 — conf
Exploring Schema Generalizability of Text-to-SQL.
ACL (Findings)
Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu, Zhi Chen, Hanchong Zhang, Kai Yu
2023 J jnl
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue.
Trans. Assoc. Comput. Linguistics
Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu, Kai Yu
2023 — conf
SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling.
ACL (industry)
Sheng Jiang, Su Zhu, Ruisheng Cao, Qingliang Miao, Kai Yu
2022 J jnl
DialogZoo: Large-Scale Dialog-Oriented Task Learning.
CoRR
Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu
2022 J jnl
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue.
CoRR
Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu, Kai Yu
2022 B conf
UniDU: Towards A Unified Generative Dialogue Understanding Framework.
SIGDIAL
Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu
2022 J jnl
UniDU: Towards A Unified Generative Dialogue Understanding Framework.
CoRR
Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu
2021 — conf
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF.
NLPCC (1)
Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu
2021 J jnl
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF.
CoRR
Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu
2021 A* conf
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching.
AAAI
Boer Lyu, Lu Chen, Su Zhu, Kai Yu
2021 J jnl
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching.
CoRR
Boer Lyu, Lu Chen, Su Zhu, Kai Yu
2021 — conf
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations.
ACL/IJCNLP (1)
Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu
2021 J jnl
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations.
CoRR
Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu
2021 — conf
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser.
NAACL-HLT
Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu
2021 J jnl
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser.
CoRR
Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu
2020 Misc conf
A Hierarchical Tracker for Multi-Domain Dialogue State Tracking.
ICASSP
Jieyu Li, Su Zhu, Kai Yu
2020 J jnl
CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking.
CoRR
Zhi Chen, Lu Chen, Zihan Xu, Yanbin Zhao, Su Zhu, Kai Yu
2020 J jnl
Dual Learning for Dialogue State Tracking.
CoRR
Zhi Chen, Lu Chen, Yanbin Zhao, Su Zhu, Kai Yu
2020 J jnl
Dual Learning for Semi-Supervised Natural Language Understanding.
CoRR
Su Zhu, Ruisheng Cao, Kai Yu
2020 J jnl
Dual Learning for Semi-Supervised Natural Language Understanding.
IEEE ACM Trans. Audio Speech Lang. Process.
Su Zhu, Ruisheng Cao, Kai Yu
2020 — conf
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking.
EMNLP (Findings)
Su Zhu, Jieyu Li, Lu Chen, Kai Yu
2020 J jnl
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking.
CoRR
Su Zhu, Jieyu Li, Lu Chen, Kai Yu
2020 A conf
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding.
INTERSPEECH
Chen Liu, Su Zhu, Zijian Zhao, Ruisheng Cao, Lu Chen, Kai Yu
2020 J jnl
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding.
CoRR
Chen Liu, Su Zhu, Zijian Zhao, Ruisheng Cao, Lu Chen, Kai Yu
2020 A* conf
Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks.
ACL
Yanbin Zhao, Lu Chen, Zhi Chen, Ruisheng Cao, Su Zhu, Kai Yu
2020 — conf
Memory Attention Neural Network for Multi-domain Dialogue State Tracking.
NLPCC (1)
Zihan Xu, Zhi Chen, Lu Chen, Su Zhu, Kai Yu
2020 A* conf
Neural Graph Matching Networks for Chinese Short Text Matching.
ACL
Lu Chen, Yanbin Zhao, Boer Lyu, Lesheng Jin, Zhi Chen, Su Zhu, Kai Yu
2020 J jnl
Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding.
CoRR
Su Zhu, Zijian Zhao, Rao Ma, Kai Yu
2020 J jnl
Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding.
IEEE ACM Trans. Audio Speech Lang. Process.
Su Zhu, Zijian Zhao, Rao Ma, Kai Yu
2020 — conf
Robust Spoken Language Understanding with RL-Based Value Error Recovery.
NLPCC (1)
Chen Liu, Su Zhu, Lu Chen, Kai Yu
2020 J jnl
Robust Spoken Language Understanding with RL-based Value Error Recovery.
CoRR
Chen Liu, Su Zhu, Lu Chen, Kai Yu
2020 A* conf
Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks.
AAAI
Lu Chen, Boer Lv, Chi Wang, Su Zhu, Bowen Tan, Kai Yu
2020 A* conf
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing.
ACL
Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu
2020 J jnl
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing.
CoRR
Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu
2020 J jnl
Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding.
CoRR
Su Zhu, Ruisheng Cao, Lu Chen, Kai Yu
2019 J jnl
A Hierarchical Decoding Model For Spoken Language Understanding From Unaligned Data.
CoRR
Zijian Zhao, Su Zhu, Kai Yu
2019 Misc conf
A Hierarchical Decoding Model for Spoken Language Understanding from Unaligned Data.
ICASSP
Zijian Zhao, Su Zhu, Kai Yu
2019 B conf
CATSLU: The 1st Chinese Audio-Textual Spoken Language Understanding Challenge.
ICMI
Su Zhu, Zijian Zhao, Tiejun Zhao, Chengqing Zong, Kai Yu
2019 — conf
Data Augmentation with Atomic Templates for Spoken Language Understanding.
EMNLP/IJCNLP (1)
Zijian Zhao, Su Zhu, Kai Yu
2019 J jnl
Data Augmentation with Atomic Templates for Spoken Language Understanding.
CoRR
Zijian Zhao, Su Zhu, Kai Yu
2019 B conf
Robust Spoken Language Understanding with Acoustic and Domain Knowledge.
ICMI
Hao Li, Chen Liu, Su Zhu, Kai Yu
2019 — conf
Semantic Parsing with Dual Learning.
ACL (1)
Ruisheng Cao, Su Zhu, Chen Liu, Jieyu Li, Kai Yu
2019 J jnl
Semantic Parsing with Dual Learning.
CoRR
Ruisheng Cao, Su Zhu, Chen Liu, Jieyu Li, Kai Yu
2018 — conf
Concept Transfer Learning for Adaptive Language Understanding.
SIGDIAL Conference
Su Zhu, Kai Yu
2018 — conf
Joint Spoken Language Understanding and Domain Adaptive Language Modeling.
IScIDE
Huifeng Zhang, Su Zhu, Shuai Fan, Kai Yu
2018 Misc conf
Robust Spoken Language Understanding with Unsupervised ASR-Error Adaptation.
ICASSP
Su Zhu, Ouyu Lan, Kai Yu
2018 Misc conf
Semi-Supervised Training Using Adversarial Multi-Task Learning for Spoken Language Understanding.
ICASSP
Ouyu Lan, Su Zhu, Kai Yu
2017 J jnl
Concept Transfer Learning for Adaptive Language Understanding.
CoRR
Su Zhu, Kai Yu
2017 Misc conf
Encoder-decoder with focus-mechanism for sequence labelling based spoken language understanding.
ICASSP
Su Zhu, Kai Yu
2016 J jnl
Encoder-decoder with Focus-mechanism for Sequence Labelling Based Spoken Language Understanding.
CoRR
Su Zhu, Kai Yu
2016 J jnl
Evolvable dialogue state tracking for statistical dialogue management.
Frontiers Comput. Sci.
Kai Yu, Lu Chen, Kai Sun, Qizhe Xie, Su Zhu
2016 A conf
Hybrid Dialogue State Tracking for Real World Human-to-Human Dialogues.
INTERSPEECH
Kai Sun, Su Zhu, Lu Chen, Siqiu Yao, Xueyang Wu, Kai Yu
2016 — conf
Rich punctuations prediction using large-scale deep learning.
ISCSLP
Xueyang Wu, Su Zhu, Yue Wu, Kai Yu
2015 J jnl
Constrained Markov Bayesian Polynomial for Efficient Dialogue State Tracking.
IEEE ACM Trans. Audio Speech Lang. Process.
Kai Yu, Kai Sun, Lu Chen, Su Zhu
2015 — conf
Recurrent Polynomial Network for Dialogue State Tracking with Mismatched Semantic Parsers.
SIGDIAL Conference
Qizhe Xie, Kai Sun, Su Zhu, Lu Chen, Kai Yu
2014 — conf
A generalized rule based tracker for dialogue state tracking.
SLT
Kai Sun, Lu Chen, Su Zhu, Kai Yu
2014 — conf
Semantic parser enhancement for dialogue domain extension with little data.
SLT
Su Zhu, Lu Chen, Kai Sun, Da Zheng, Kai Yu
2014 — conf
The SJTU System for Dialog State Tracking Challenge 2.
SIGDIAL Conference
Kai Sun, Lu Chen, Su Zhu, Kai Yu