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Neuro-Symbolic Reinforcement Learning with First-Order Logic.

, , , , , , , , and . EMNLP (1), page 3505-3511. Association for Computational Linguistics, (2021)

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Image Position Prediction in Multimodal Documents., , and . LREC, page 4265-4274. European Language Resources Association, (2020)Q-learning with Language Model for Edit-based Unsupervised Summarization., , , and . EMNLP (1), page 470-484. Association for Computational Linguistics, (2020)Polar Embedding., , and . CoNLL, page 470-480. Association for Computational Linguistics, (2021)Language-based General Action Template for Reinforcement Learning Agents., , , , , and . ACL/IJCNLP (Findings), volume ACL/IJCNLP 2021 of Findings of ACL, page 2125-2139. Association for Computational Linguistics, (2021)Multilingual Back-and-Forth Conversion between Content and Function Head for Easy Dependency Parsing., , and . EACL (2), page 1-7. Association for Computational Linguistics, (2017)Interactive Construction of User-Centric Dictionary for Text Analytics., , , and . ACL, page 789-799. Association for Computational Linguistics, (2020)LOA: Logical Optimal Actions for Text-based Interaction Games., , , , , , , , and . ACL (demo), page 227-231. Association for Computational Linguistics, (2021)Effective Online Reordering with Arc-Eager Transitions., , and . IWPT, page 88-98. Association for Computational Linguistics, (2017)Reinforcement Learning with External Knowledge by using Logical Neural Networks., , , , , , and . CoRR, (2021)Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models., , , , , and . EMNLP (1), page 4640-4652. Association for Computational Linguistics, (2020)