2025
NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering.
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CoRR, May, 2025
ProgRM: Build Better GUI Agents with Progress Rewards.
CoRR, May, 2025
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows.
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Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
Reducing Tool Hallucination via Reliability Alignment.
CoRR, 2024
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments.
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Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
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Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
A Birgat Model for Multi-Intent Spoken Language Understanding with Hierarchical Semantic Frames.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2023
ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL.
CoRR, 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 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
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 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
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 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
2020
Dual Learning for Semi-Supervised Natural Language Understanding.
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding.
CoRR, 2020
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 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
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Semantic Parsing with Dual Learning.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019