Proceedings of the First Workshop on Trustworthy Natural Language Processing

Proceedings of the First Workshop on Trustworthy Natural Language Processing Yada Pruksachatkun editor Anil Ramakrishna editor Kai-Wei Chang editor Satyapriya Krishna editor Jwala Dhamala editor Tanaya Guha editor Xiang Ren editor 2021-06 Association for Computational Linguistics Online text conference publication trustnlp-2021-trustworthy https://aclanthology.org/2021.trustnlp-1.0/ Interpretability Rules: Jointly Bootstrapping a Neural Relation Extractorwith an Explanation Decoder Zheng Tang author Mihai Surdeanu author 2021-06 text Proceedings of the First Workshop on Trustworthy Natural Language Processing Yada Pruksachatkun editor Anil Ramakrishna editor Kai-Wei Chang editor Satyapriya Krishna editor Jwala Dhamala editor Tanaya Guha editor Xiang Ren editor Association for Computational Linguistics Online conference publication tang-surdeanu-2021-interpretability 10.18653/v1/2021.trustnlp-1.1 https://aclanthology.org/2021.trustnlp-1.1/ 2021-06 1 7 Measuring Biases of Word Embeddings: What Similarity Measures and Descriptive Statistics to Use? Hossein Azarpanah author Mohsen Farhadloo author 2021-06 text Proceedings of the First Workshop on Trustworthy Natural Language Processing Yada Pruksachatkun editor Anil Ramakrishna editor Kai-Wei Chang editor Satyapriya Krishna editor Jwala Dhamala editor Tanaya Guha editor Xiang Ren editor Association for Computational Linguistics Online conference publication azarpanah-farhadloo-2021-measuring 10.18653/v1/2021.trustnlp-1.2 https://aclanthology.org/2021.trustnlp-1.2/ 2021-06 8 14 Private Release of Text Embedding Vectors Oluwaseyi Feyisetan author Shiva Kasiviswanathan author 2021-06 text Proceedings of the First Workshop on Trustworthy Natural Language Processing Yada Pruksachatkun editor Anil Ramakrishna editor Kai-Wei Chang editor Satyapriya Krishna editor Jwala Dhamala editor Tanaya Guha editor Xiang Ren editor Association for Computational Linguistics Online conference publication feyisetan-kasiviswanathan-2021-private 10.18653/v1/2021.trustnlp-1.3 https://aclanthology.org/2021.trustnlp-1.3/ 2021-06 15 27 Accountable Error Characterization Amita Misra author Zhe Liu author Jalal Mahmud author 2021-06 text Proceedings of the First Workshop on Trustworthy Natural Language Processing Yada Pruksachatkun editor Anil Ramakrishna editor Kai-Wei Chang editor Satyapriya Krishna editor Jwala Dhamala editor Tanaya Guha editor Xiang Ren editor Association for Computational Linguistics Online conference publication misra-etal-2021-accountable 10.18653/v1/2021.trustnlp-1.4 https://aclanthology.org/2021.trustnlp-1.4/ 2021-06 28 33 xER: An Explainable Model for Entity Resolution using an Efficient Solution for the Clique Partitioning Problem Samhita Vadrevu author Rakesh Nagi author JinJun Xiong author Wen-mei Hwu author 2021-06 text Proceedings of the First Workshop on Trustworthy Natural Language Processing Yada Pruksachatkun editor Anil Ramakrishna editor Kai-Wei Chang editor Satyapriya Krishna editor Jwala Dhamala editor Tanaya Guha editor Xiang Ren editor Association for Computational Linguistics Online conference publication vadrevu-etal-2021-xer 10.18653/v1/2021.trustnlp-1.5 https://aclanthology.org/2021.trustnlp-1.5/ 2021-06 34 44 Gender Bias in Natural Language Processing Across Human Languages Abigail Matthews author Isabella Grasso author Christopher Mahoney author Yan Chen author Esma Wali author Thomas Middleton author Mariama Njie author Jeanna Matthews author 2021-06 text Proceedings of the First Workshop on Trustworthy Natural Language Processing Yada Pruksachatkun editor Anil Ramakrishna editor Kai-Wei Chang editor Satyapriya Krishna editor Jwala Dhamala editor Tanaya Guha editor Xiang Ren editor Association for Computational Linguistics Online conference publication matthews-etal-2021-gender 10.18653/v1/2021.trustnlp-1.6 https://aclanthology.org/2021.trustnlp-1.6/ 2021-06 45 54 Interpreting Text Classifiers by Learning Context-sensitive Influence of Words Sawan Kumar author Kalpit Dixit author Kashif Shah author 2021-06 text Proceedings of the First Workshop on Trustworthy Natural Language Processing Yada Pruksachatkun editor Anil Ramakrishna editor Kai-Wei Chang editor Satyapriya Krishna editor Jwala Dhamala editor Tanaya Guha editor Xiang Ren editor Association for Computational Linguistics Online conference publication kumar-etal-2021-interpreting 10.18653/v1/2021.trustnlp-1.7 https://aclanthology.org/2021.trustnlp-1.7/ 2021-06 55 67 Towards Benchmarking the Utility of Explanations for Model Debugging Maximilian Idahl author Lijun Lyu author Ujwal Gadiraju author Avishek Anand author 2021-06 text Proceedings of the First Workshop on Trustworthy Natural Language Processing Yada Pruksachatkun editor Anil Ramakrishna editor Kai-Wei Chang editor Satyapriya Krishna editor Jwala Dhamala editor Tanaya Guha editor Xiang Ren editor Association for Computational Linguistics Online conference publication idahl-etal-2021-towards 10.18653/v1/2021.trustnlp-1.8 https://aclanthology.org/2021.trustnlp-1.8/ 2021-06 68 73