2025
Self-supervised Analogical Learning using Language Models.
CoRR, February, 2025
Aligning to Constraints for Data-Efficient Language Model Customization.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025
Open Domain Question Answering with Conflicting Contexts.
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Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025
2024
From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification.
CoRR, 2024
2023
Indirectly Supervised Natural Language Processing.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, 2023
2022
Controller Synthesis for Linear System With Reach-Avoid Specifications.
IEEE Trans. Autom. Control., 2022
Answer Consolidation: Formulation and Benchmarking.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Extracting Temporal Event Relation with Syntax-guided Graph Transformer.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
PInKS: Preconditioned Commonsense Inference with Minimal Supervision.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022
Biomechanical Design of a Passive Knee Exoskeleton for Adaptive Walking Assistance.
Proceedings of the ICBET 2022: 12th International Conference on Biomedical Engineering and Technology, Tokyo, Japan, April 20, 2022
A Meta-framework for Spatiotemporal Quantity Extraction from Text.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
2021
Extracting Temporal Event Relation with Syntactic-Guided Temporal Graph Transformer.
CoRR, 2021
ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning.
CoRR, 2021
Temporal Reasoning on Implicit Events from Distant Supervision.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Event Time Extraction and Propagation via Graph Attention Networks.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
SPARTQA: A Textual Question Answering Benchmark for Spatial Reasoning.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Foreseeing the Benefits of Incidental Supervision.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
2020
Foreshadowing the Benefits of Incidental Supervision.
CoRR, 2020
Evaluating NLP Models via Contrast Sets.
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CoRR, 2020
Learnability with Indirect Supervision Signals.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020
Evaluating Models' Local Decision Boundaries via Contrast Sets.
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Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Temporal Common Sense Acquisition with Minimal Supervision.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
QuASE: Question-Answer Driven Sentence Encoding.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Understanding time in natural language text
PhD thesis, 2019
Incidental Supervision from Question-Answering Signals.
CoRR, 2019
CogCompTime: A Tool for Understanding Time in Natural Language Text.
CoRR, 2019
Partial Or Complete, That's The Question.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
An information theoretic model for summarization, and some basic results.
Proceedings of the IEEE International Symposium on Information Theory, 2019
"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
An Improved Neural Baseline for Temporal Relation Extraction.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
KnowSemLM: A Knowledge Infused Semantic Language Model.
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019
2018
Exploiting Partially Annotated Data in Temporal Relation Extraction.
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018
Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
CogCompNLP: Your Swiss Army Knife for NLP.
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Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
CogCompTime: A Tool for Understanding Time in Natural Language.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018
Joint Reasoning for Temporal and Causal Relations.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
A Multi-Axis Annotation Scheme for Event Temporal Relations.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
2017
Spectral Quantification for High-Resolution MR Spectroscopic Imaging With Spatiospectral Constraints.
IEEE Trans. Biomed. Eng., 2017
A Structured Learning Approach to Temporal Relation Extraction.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
2015
Spectral estimation for magnetic resonance spectroscopic imaging with spatial sparsity constraints.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2013
Image Super-Resolution Via Analysis Sparse Prior.
IEEE Signal Process. Lett., 2013