Su Zhu

Orcid: 0000-0002-9886-9294

According to our database1, Su Zhu authored at least 43 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames.
CoRR, 2024

ChemDFM: Dialogue Foundation Model for Chemistry.
CoRR, 2024

2023
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue.
Trans. Assoc. Comput. Linguistics, 2023

Exploring Schema Generalizability of Text-to-SQL.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022
DialogZoo: Large-Scale Dialog-Oriented Task Learning.
CoRR, 2022

UniDU: Towards A Unified Generative Dialogue Understanding Framework.
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022

2021
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Dual Learning for Semi-Supervised Natural Language Understanding.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking.
CoRR, 2020

Dual Learning for Dialogue State Tracking.
CoRR, 2020

Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding.
CoRR, 2020

Memory Attention Neural Network for Multi-domain Dialogue State Tracking.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Robust Spoken Language Understanding with RL-Based Value Error Recovery.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding.
Proceedings of the Interspeech 2020, 2020

A Hierarchical Tracker for Multi-Domain Dialogue State Tracking.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Neural Graph Matching Networks for Chinese Short Text Matching.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
CATSLU: The 1st Chinese Audio-Textual Spoken Language Understanding Challenge.
Proceedings of the International Conference on Multimodal Interaction, 2019

Robust Spoken Language Understanding with Acoustic and Domain Knowledge.
Proceedings of the International Conference on Multimodal Interaction, 2019

A Hierarchical Decoding Model for Spoken Language Understanding from Unaligned Data.
Proceedings of the IEEE International Conference on Acoustics, 2019

Data Augmentation with Atomic Templates for Spoken Language Understanding.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Semantic Parsing with Dual Learning.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Concept Transfer Learning for Adaptive Language Understanding.
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, 2018

Joint Spoken Language Understanding and Domain Adaptive Language Modeling.
Proceedings of the Intelligence Science and Big Data Engineering, 2018

Robust Spoken Language Understanding with Unsupervised ASR-Error Adaptation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Semi-Supervised Training Using Adversarial Multi-Task Learning for Spoken Language Understanding.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Encoder-decoder with focus-mechanism for sequence labelling based spoken language understanding.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Evolvable dialogue state tracking for statistical dialogue management.
Frontiers Comput. Sci., 2016

Rich punctuations prediction using large-scale deep learning.
Proceedings of the 10th International Symposium on Chinese Spoken Language Processing, 2016

Hybrid Dialogue State Tracking for Real World Human-to-Human Dialogues.
Proceedings of the Interspeech 2016, 2016

2015
Constrained Markov Bayesian Polynomial for Efficient Dialogue State Tracking.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Recurrent Polynomial Network for Dialogue State Tracking with Mismatched Semantic Parsers.
Proceedings of the SIGDIAL 2015 Conference, 2015

2014
Semantic parser enhancement for dialogue domain extension with little data.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

A generalized rule based tracker for dialogue state tracking.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

The SJTU System for Dialog State Tracking Challenge 2.
Proceedings of the SIGDIAL 2014 Conference, 2014


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