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

Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor 2020-11 Association for Computational Linguistics Online text conference publication insights-2020-insights 10.18653/v1/2020.insights-1.0 https://aclanthology.org/2020.insights-1.0/ Domain adaptation challenges of BERT in tokenization and sub-word representations of Out-of-Vocabulary words Anmol Nayak author Hariprasad Timmapathini author Karthikeyan Ponnalagu author Vijendran Gopalan Venkoparao author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication nayak-etal-2020-domain 10.18653/v1/2020.insights-1.1 https://aclanthology.org/2020.insights-1.1/ 2020-11 1 5 Q. Can Knowledge Graphs be used to Answer Boolean Questions? A. It’s complicated! Daria Dzendzik author Carl Vogel author Jennifer Foster author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication dzendzik-etal-2020-q 10.18653/v1/2020.insights-1.2 https://aclanthology.org/2020.insights-1.2/ 2020-11 6 14 How Far Can We Go with Data Selection? A Case Study on Semantic Sequence Tagging Tasks Samuel Louvan author Bernardo Magnini author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication louvan-magnini-2020-far 10.18653/v1/2020.insights-1.3 https://aclanthology.org/2020.insights-1.3/ 2020-11 15 21 Evaluating the Effectiveness of Efficient Neural Architecture Search for Sentence-Pair Tasks Ansel MacLaughlin author Jwala Dhamala author Anoop Kumar author Sriram Venkatapathy author Ragav Venkatesan author Rahul Gupta author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication maclaughlin-etal-2020-evaluating 10.18653/v1/2020.insights-1.4 https://aclanthology.org/2020.insights-1.4/ 2020-11 22 31 Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models Silvia Terragni author Debora Nozza author Elisabetta Fersini author Messina Enza author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication terragni-etal-2020-matters 10.18653/v1/2020.insights-1.5 https://aclanthology.org/2020.insights-1.5/ 2020-11 32 40 On Task-Level Dialogue Composition of Generative Transformer Model Prasanna Parthasarathi author Sharan Narang author Arvind Neelakantan author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication parthasarathi-etal-2020-task 10.18653/v1/2020.insights-1.6 https://aclanthology.org/2020.insights-1.6/ 2020-11 41 47 How Effectively Can Machines Defend Against Machine-Generated Fake News? An Empirical Study Meghana Moorthy Bhat author Srinivasan Parthasarathy author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication bhat-parthasarathy-2020-effectively 10.18653/v1/2020.insights-1.7 https://aclanthology.org/2020.insights-1.7/ 2020-11 48 53 Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification Ashwin Geet D’Sa author Irina Illina author Dominique Fohr author Dietrich Klakow author Dana Ruiter author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication dsa-etal-2020-label 10.18653/v1/2020.insights-1.8 https://aclanthology.org/2020.insights-1.8/ 2020-11 54 59 Layout-Aware Text Representations Harm Clustering Documents by Type Catherine Finegan-Dollak author Ashish Verma author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication finegan-dollak-verma-2020-layout 10.18653/v1/2020.insights-1.9 https://aclanthology.org/2020.insights-1.9/ 2020-11 60 65 An Analysis of Capsule Networks for Part of Speech Tagging in High- and Low-resource Scenarios Andrew Zupon author Faiz Rafique author Mihai Surdeanu author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication zupon-etal-2020-analysis 10.18653/v1/2020.insights-1.10 https://aclanthology.org/2020.insights-1.10/ 2020-11 66 70 Can Knowledge Graph Embeddings Tell Us What Fact-checked Claims Are About? Valentina Beretta author Sébastien Harispe author Katarina Boland author Luke Lo Seen author Konstantin Todorov author Andon Tchechmedjiev author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication beretta-etal-2020-knowledge 10.18653/v1/2020.insights-1.11 https://aclanthology.org/2020.insights-1.11/ 2020-11 71 75 Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? Zhengzhong Liang author Mihai Surdeanu author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication liang-surdeanu-2020-transformers 10.18653/v1/2020.insights-1.12 https://aclanthology.org/2020.insights-1.12/ 2020-11 76 81 Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data William Huang author Haokun Liu author Samuel R Bowman author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication huang-etal-2020-counterfactually 10.18653/v1/2020.insights-1.13 https://aclanthology.org/2020.insights-1.13/ 2020-11 82 87 NMF Ensembles? Not for Text Summarization! Alka Khurana author Vasudha Bhatnagar author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication khurana-bhatnagar-2020-nmf 10.18653/v1/2020.insights-1.14 https://aclanthology.org/2020.insights-1.14/ 2020-11 88 93 If You Build Your Own NER Scorer, Non-replicable Results Will Come Constantine Lignos author Marjan Kamyab author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication lignos-kamyab-2020-build 10.18653/v1/2020.insights-1.15 https://aclanthology.org/2020.insights-1.15/ 2020-11 94 99 HINT3: Raising the bar for Intent Detection in the Wild Gaurav Arora author Chirag Jain author Manas Chaturvedi author Krupal Modi author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication arora-etal-2020-hint3 10.18653/v1/2020.insights-1.16 https://aclanthology.org/2020.insights-1.16/ 2020-11 100 105 The Extraordinary Failure of Complement Coercion Crowdsourcing Yanai Elazar author Victoria Basmov author Shauli Ravfogel author Yoav Goldberg author Reut Tsarfaty author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication elazar-etal-2020-extraordinary 10.18653/v1/2020.insights-1.17 https://aclanthology.org/2020.insights-1.17/ 2020-11 106 116 Embedding Structured Dictionary Entries Steven Wilson author Walid Magdy author Barbara McGillivray author Gareth Tyson author 2020-11 text Proceedings of the First Workshop on Insights from Negative Results in NLP Anna Rogers editor João Sedoc editor Anna Rumshisky editor Association for Computational Linguistics Online conference publication wilson-etal-2020-embedding 10.18653/v1/2020.insights-1.18 https://aclanthology.org/2020.insights-1.18/ 2020-11 117 125