Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning

Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning Mihai Surdeanu editor Ellen Riloff editor Laura Chiticariu editor Dayne Frietag editor Gus Hahn-Powell editor Clayton T Morrison editor Enrique Noriega-Atala editor Rebecca Sharp editor Marco Valenzuela-Escarcega editor 2023-12 Association for Computational Linguistics Singapore text conference publication pandl-2023 https://aclanthology.org/2023.pandl-1.0/ Nearest Neighbor Search over Vectorized Lexico-Syntactic Patterns for Relation Extraction from Financial Documents Pawan Rajpoot author Ankur Parikh author 2023-12 text Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning Mihai Surdeanu editor Ellen Riloff editor Laura Chiticariu editor Dayne Frietag editor Gus Hahn-Powell editor Clayton T Morrison editor Enrique Noriega-Atala editor Rebecca Sharp editor Marco Valenzuela-Escarcega editor Association for Computational Linguistics Singapore conference publication rajpoot-parikh-2023-nearest 10.18653/v1/2023.pandl-1.1 https://aclanthology.org/2023.pandl-1.1/ 2023-12 1 5 LEAF: Linguistically Enhanced Event Temporal Relation Framework Stanley Lim author Da Yin author Nanyun Peng author 2023-12 text Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning Mihai Surdeanu editor Ellen Riloff editor Laura Chiticariu editor Dayne Frietag editor Gus Hahn-Powell editor Clayton T Morrison editor Enrique Noriega-Atala editor Rebecca Sharp editor Marco Valenzuela-Escarcega editor Association for Computational Linguistics Singapore conference publication lim-etal-2023-leaf 10.18653/v1/2023.pandl-1.2 https://aclanthology.org/2023.pandl-1.2/ 2023-12 6 19 A Graph-Guided Reasoning Approach for Open-ended Commonsense Question Answering Zhen Han author Yue Feng author Mingming Sun author 2023-12 text Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning Mihai Surdeanu editor Ellen Riloff editor Laura Chiticariu editor Dayne Frietag editor Gus Hahn-Powell editor Clayton T Morrison editor Enrique Noriega-Atala editor Rebecca Sharp editor Marco Valenzuela-Escarcega editor Association for Computational Linguistics Singapore conference publication han-etal-2023-graph 10.18653/v1/2023.pandl-1.3 https://aclanthology.org/2023.pandl-1.3/ 2023-12 20 24 Generating Irish Text with a Flexible Plug-and-Play Architecture Simon Mille author Elaine Uí Dhonnchadha author Lauren Cassidy author Brian Davis author Stamatia Dasiopoulou author Anya Belz author 2023-12 text Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning Mihai Surdeanu editor Ellen Riloff editor Laura Chiticariu editor Dayne Frietag editor Gus Hahn-Powell editor Clayton T Morrison editor Enrique Noriega-Atala editor Rebecca Sharp editor Marco Valenzuela-Escarcega editor Association for Computational Linguistics Singapore conference publication mille-etal-2023-generating 10.18653/v1/2023.pandl-1.4 https://aclanthology.org/2023.pandl-1.4/ 2023-12 25 42 Symbolic Planning and Code Generation for Grounded Dialogue Justin Chiu author Wenting Zhao author Derek Chen author Saujas Vaduguru author Alexander Rush author Daniel Fried author 2023-12 text Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning Mihai Surdeanu editor Ellen Riloff editor Laura Chiticariu editor Dayne Frietag editor Gus Hahn-Powell editor Clayton T Morrison editor Enrique Noriega-Atala editor Rebecca Sharp editor Marco Valenzuela-Escarcega editor Association for Computational Linguistics Singapore conference publication chiu-etal-2023-symbolic 10.18653/v1/2023.pandl-1.5 https://aclanthology.org/2023.pandl-1.5/ 2023-12 43 53 Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels Danilo Neves Ribeiro author Jack Goetz author Omid Abdar author Mike Ross author Annie Dong author Kenneth Forbus author Ahmed Mohamed author 2023-12 text Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning Mihai Surdeanu editor Ellen Riloff editor Laura Chiticariu editor Dayne Frietag editor Gus Hahn-Powell editor Clayton T Morrison editor Enrique Noriega-Atala editor Rebecca Sharp editor Marco Valenzuela-Escarcega editor Association for Computational Linguistics Singapore conference publication neves-ribeiro-etal-2023-towards 10.18653/v1/2023.pandl-1.6 https://aclanthology.org/2023.pandl-1.6/ 2023-12 54 63 Co-evolving data-driven and NLU-driven Synthesizers for Generating Code in Domain Growth and Data Scarcity Jiasheng Gu author Zifan Nan author Zhiyuan Peng author Xipeng Shen author Dongkuan Xu author 2023-12 text Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning Mihai Surdeanu editor Ellen Riloff editor Laura Chiticariu editor Dayne Frietag editor Gus Hahn-Powell editor Clayton T Morrison editor Enrique Noriega-Atala editor Rebecca Sharp editor Marco Valenzuela-Escarcega editor Association for Computational Linguistics Singapore conference publication gu-etal-2023-co 10.18653/v1/2023.pandl-1.7 https://aclanthology.org/2023.pandl-1.7/ 2023-12 64 74 Complementary Roles of Inference and Language Models in QA Liang Cheng author Mohammad Javad Hosseini author Mark Steedman author 2023-12 text Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning Mihai Surdeanu editor Ellen Riloff editor Laura Chiticariu editor Dayne Frietag editor Gus Hahn-Powell editor Clayton T Morrison editor Enrique Noriega-Atala editor Rebecca Sharp editor Marco Valenzuela-Escarcega editor Association for Computational Linguistics Singapore conference publication cheng-etal-2023-complementary 10.18653/v1/2023.pandl-1.8 https://aclanthology.org/2023.pandl-1.8/ 2023-12 75 91 Controlled Data Augmentation for Training Task-Oriented Dialog Systems with Low Resource Data Sebastian Steindl author Ulrich Schäfer author Bernd Ludwig author 2023-12 text Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning Mihai Surdeanu editor Ellen Riloff editor Laura Chiticariu editor Dayne Frietag editor Gus Hahn-Powell editor Clayton T Morrison editor Enrique Noriega-Atala editor Rebecca Sharp editor Marco Valenzuela-Escarcega editor Association for Computational Linguistics Singapore conference publication steindl-etal-2023-controlled 10.18653/v1/2023.pandl-1.9 https://aclanthology.org/2023.pandl-1.9/ 2023-12 92 102 A Hybrid of Rule-based and Transformer-based Approaches for Relation Extraction in Biodiversity Literature Roselyn Gabud author Portia Lapitan author Vladimir Mariano author Eduardo Mendoza author Nelson Pampolina author Maria Art Antonette Clariño author Riza Batista-Navarro author 2023-12 text Proceedings of the 2nd Workshop on Pattern-based Approaches to NLP in the Age of Deep Learning Mihai Surdeanu editor Ellen Riloff editor Laura Chiticariu editor Dayne Frietag editor Gus Hahn-Powell editor Clayton T Morrison editor Enrique Noriega-Atala editor Rebecca Sharp editor Marco Valenzuela-Escarcega editor Association for Computational Linguistics Singapore conference publication gabud-etal-2023-hybrid 10.18653/v1/2023.pandl-1.10 https://aclanthology.org/2023.pandl-1.10/ 2023-12 103 113