Proceedings of the Fourth Workshop on Insights from Negative Results in NLP

Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor 2023-05 Association for Computational Linguistics Dubrovnik, Croatia text conference publication insights-2023-insights https://aclanthology.org/2023.insights-1.0/ Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP Anya Belz author Craig Thomson author Ehud Reiter author Gavin Abercrombie author Jose M Alonso-Moral author Mohammad Arvan author Anouck Braggaar author Mark Cieliebak author Elizabeth Clark author Kees van Deemter author Tanvi Dinkar author Ondřej Dušek author Steffen Eger author Qixiang Fang author Mingqi Gao author Albert Gatt author Dimitra Gkatzia author Javier González-Corbelle author Dirk Hovy author Manuela Hürlimann author Takumi Ito author John D Kelleher author Filip Klubicka author Emiel Krahmer author Huiyuan Lai author Chris van der Lee author Yiru Li author Saad Mahamood author Margot Mieskes author Emiel van Miltenburg author Pablo Mosteiro author Malvina Nissim author Natalie Parde author Ondřej Plátek author Verena Rieser author Jie Ruan author Joel Tetreault author Antonio Toral author Xiaojun Wan author Leo Wanner author Lewis Watson author Diyi Yang author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication belz-etal-2023-missing 10.18653/v1/2023.insights-1.1 https://aclanthology.org/2023.insights-1.1/ 2023-05 1 10 ERATE: Efficient Retrieval Augmented Text Embeddings Vatsal Raina author Nora Kassner author Kashyap Popat author Patrick Lewis author Nicola Cancedda author Louis Martin author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication raina-etal-2023-erate 10.18653/v1/2023.insights-1.2 https://aclanthology.org/2023.insights-1.2/ 2023-05 11 18 A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets Iva Bojic author Josef Halim author Verena Suharman author Sreeja Tar author Qi Chwen Ong author Duy Phung author Mathieu Ravaut author Shafiq Joty author Josip Car author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication bojic-etal-2023-data 10.18653/v1/2023.insights-1.3 https://aclanthology.org/2023.insights-1.3/ 2023-05 19 32 Encoding Sentence Position in Context-Aware Neural Machine Translation with Concatenation Lorenzo Lupo author Marco Dinarelli author Laurent Besacier author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication lupo-etal-2023-encoding 10.18653/v1/2023.insights-1.4 https://aclanthology.org/2023.insights-1.4/ 2023-05 33 44 SocBERT: A Pretrained Model for Social Media Text Yuting Guo author Abeed Sarker author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication guo-sarker-2023-socbert 10.18653/v1/2023.insights-1.5 https://aclanthology.org/2023.insights-1.5/ 2023-05 45 52 Edit Aware Representation Learning via Levenshtein Prediction Edison Marrese-taylor author Machel Reid author Alfredo Solano author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication marrese-taylor-etal-2023-edit 10.18653/v1/2023.insights-1.6 https://aclanthology.org/2023.insights-1.6/ 2023-05 53 58 What changes when you randomly choose BPE merge operations? Not much. Jonne Saleva author Constantine Lignos author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication saleva-lignos-2023-changes 10.18653/v1/2023.insights-1.7 https://aclanthology.org/2023.insights-1.7/ 2023-05 59 66 Hiding in Plain Sight: Insights into Abstractive Text Summarization Vivek Srivastava author Savita Bhat author Niranjan Pedanekar author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication srivastava-etal-2023-hiding 10.18653/v1/2023.insights-1.8 https://aclanthology.org/2023.insights-1.8/ 2023-05 67 74 Annotating PubMed Abstracts with MeSH Headings using Graph Neural Network Faizan E Mustafa author Rafika Boutalbi author Anastasiia Iurshina author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication mustafa-etal-2023-annotating 10.18653/v1/2023.insights-1.9 https://aclanthology.org/2023.insights-1.9/ 2023-05 75 81 Do not Trust the Experts - How the Lack of Standard Complicates NLP for Historical Irish Oksana Dereza author Theodorus Fransen author John P McCrae author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication dereza-etal-2023-trust 10.18653/v1/2023.insights-1.10 https://aclanthology.org/2023.insights-1.10/ 2023-05 82 87 Exploring the Reasons for Non-generalizability of KBQA systems Sopan Khosla author Ritam Dutt author Vinayshekhar Bannihatti Kumar author Rashmi Gangadharaiah author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication khosla-etal-2023-exploring 10.18653/v1/2023.insights-1.11 https://aclanthology.org/2023.insights-1.11/ 2023-05 88 93 An Empirical Study on Active Learning for Multi-label Text Classification Mengqi Wang author Ming Liu author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication wang-liu-2023-empirical 10.18653/v1/2023.insights-1.12 https://aclanthology.org/2023.insights-1.12/ 2023-05 94 102 What Does BERT actually Learn about Event Coreference? Probing Structural Information in a Fine-Tuned Dutch Language Model Loic De Langhe author Orphee De Clercq author Veronique Hoste author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication de-langhe-etal-2023-bert https://aclanthology.org/2023.insights-1.13/ 2023-05 103 108 Estimating Numbers without Regression Avijit Thawani author Jay Pujara author Ashwin Kalyan author 2023-05 text Proceedings of the Fourth Workshop on Insights from Negative Results in NLP Shabnam Tafreshi editor Arjun Akula editor João Sedoc editor Aleksandr Drozd editor Anna Rogers editor Anna Rumshisky editor Association for Computational Linguistics Dubrovnik, Croatia conference publication thawani-etal-2023-estimating https://aclanthology.org/2023.insights-1.14/ 2023-05 109 116