2025
DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation.
CoRR, May, 2025
CoddLLM: Empowering Large Language Models for Data Analytics.
CoRR, February, 2025
Towards Better Understanding Table Instruction Tuning: Decoupling the Effects from Data versus Models.
CoRR, January, 2025
You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025
PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries.
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Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025
2024
Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall.
CoRR, 2024
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Benchmarking Diverse-Modal Entity Linking with Generative Models.
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CoRR, 2023
UNITE: A Unified Benchmark for Text-to-SQL Evaluation.
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CoRR, 2023
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness.
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Proceedings of the Eleventh International Conference on Learning Representations, 2023
Benchmarking Diverse-Modal Entity Linking with Generative Models.
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Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning.
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Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing.
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Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge.
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Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing.
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CoRR, 2022
REKnow: Enhanced Knowledge for Joint Entity and Relation Extraction.
CoRR, 2022
Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022
Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering.
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Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
End-to-End Cross-Domain Text-to-SQL Semantic Parsing with Auxiliary Task.
CoRR, 2021
Generative Context Pair Selection for Multi-hop Question Answering.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Improving Factual Consistency of Abstractive Summarization via Question Answering.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Alliance of Genome Resources Portal: unified model organism research platform.
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Nucleic Acids Res., 2020
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems.
CoRR, 2020
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Universal Text Representation from BERT: An Empirical Study.
CoRR, 2019
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
2017
dna2vec: Consistent vector representations of variable-length k-mers.
CoRR, 2017
2016
Do Price Ranges Increase Click-throughs?
CoRR, 2016
2015
Dynamic performance of IEEE 802.15.4 devices under persistent WiFi traffic.
Proceedings of the International Conference on Recent Advances in Internet of Things, 2015
Sound Improves Player Performance in a Multiplayer Online Battle Arena Game.
Proceedings of the Artificial Life and Computational Intelligence, 2015
2013
Wireless noncontact ECG and EEG biopotential sensors.
ACM Trans. Embed. Comput. Syst., 2013
Informative sound design in video games.
Proceedings of the 9th Australasian Conference on Interactive Entertainment, 2013
2011
Alignment Constrained Sampling.
J. Comput. Biol., 2011
2010
Wireless non-contact biopotential electrodes.
Proceedings of Wireless Health 2010, 2010
Wireless non-contact cardiac and neural monitoring.
Proceedings of Wireless Health 2010, 2010
2008
GIMSAN: a Gibbs motif finder with significance analysis.
Bioinform., 2008
2007
Precisiated information retrieval for RSS feeds.
Inf. Manag. Comput. Secur., 2007
2006
Apples to apples: improving the performance of motif finders and their significance analysis in the Twilight Zone.
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006
Automatic Template Detection for Structured Web Pages.
Proceedings of the 10th International Conference on CSCW in Design, 2006