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"last": "Amplayo", "suffix": "", "affiliation": {}, "email": "" }, { "first": "Rik", "middle": [], "last": "Koncel-Kedziorski", "suffix": "", "affiliation": {}, "email": "" }, { "first": "Morante", "middle": [], "last": "Roser", "suffix": "", "affiliation": {}, "email": "" }, { "first": "He", "middle": [], "last": "Ruifang", "suffix": "", "affiliation": {}, "email": "" }, { "first": "Gabriel", "middle": [], "last": "Saadia", "suffix": "", "affiliation": {}, "email": "" }, { "first": "A", "middle": [ "Hasan" ], "last": "Sadid", "suffix": "", "affiliation": {}, "email": "" }, { "first": "Kumar", "middle": [], "last": "Sanjeev", "suffix": "", "affiliation": {}, "email": "" }, { "first": "Sara", "middle": [], "last": "Karn", "suffix": "", "affiliation": {}, "email": "" }, { "first": "Seraphina", "middle": [], "last": "Tonelli", "suffix": "", "affiliation": {}, "email": "" }, { "first": "Shen", "middle": [], "last": "Goldfarb-Tarrant", "suffix": "", "affiliation": {}, "email": "" }, { "first": "Tim", "middle": [], "last": "Gao", "suffix": "", "affiliation": {}, "email": "" }, { "first": "", "middle": [], "last": "O'gorman", "suffix": "", "affiliation": {}, "email": "" }, { "first": "Angela", "middle": [ "Fan" ], "last": "Keynote", "suffix": "", "affiliation": {}, "email": "" } ], "year": "", "venue": null, "identifiers": {}, "abstract": "", "pdf_parse": { "paper_id": "2020", "_pdf_hash": "", "abstract": [], "body_text": [ { "text": "Welcome to the 1st Joint Workshop on Narrative Understanding, Storylines, and Events! This workshop brings together an interdisciplinary group of researchers from NLP, ML, and other computational fields with authors and scholars from the humanities to discuss methods to improve automatic capabilities for narrative understanding, storylines, and event recognition and modeling.", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Introduction", "sec_num": null }, { "text": "We are happy to present 15 papers on this topic (along with 2 non-archival papers to be presented only at the workshop). These papers take on the complex challenges presented by diverse texts including spoken narratives, dialogue, literature, and journalism as they look to improve methods for event extraction, emotion and bias recognition, discourse evaluation, script induction, quality assessment, cross-document event coreference, and other tasks related to the workshop theme. We would like to thank everyone who submitted their work to this workshop and the program committee for their helpful feedback. 16:00-17:00 Q+A (Session 2)", "cite_spans": [], "ref_spans": [], "eq_spans": [], "section": "Introduction", "sec_num": null } ], "back_matter": [], "bib_entries": {}, "ref_entries": { "TABREF1": { "num": null, "type_str": "table", "html": null, "content": "
Thursday, July 9, 2020 8:15-8:30 Opening Remarks 8:30-9:30 Q+A (Session 1) 10:00-11:00 Speaker Panel (Session 1) 12:00-13:30 Annotation Exercise Exploring Workshop Program 15:00-16:00 Speaker Panel (Session 2)
", "text": "New Insights into Cross-Document Event Coreference: Systematic Comparison and a Simplified Approach Andres Cremisini and Mark Finlayson . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 Screenplay Quality Assessment: Can We Predict Who Gets Nominated? Ming-Chang Chiu, Tiantian Feng, Xiang Ren and Shrikanth Narayanan . . . . . . . . . . . . . . . . . . . . . . 11 Improving the Identification of the Discourse Function of News Article Paragraphs Deya Banisakher, W. Victor Yarlott, Mohammed Aldawsari, Naphtali Rishe and Mark Finlayson17 Systematic Evaluation of a Framework for Unsupervised Emotion Recognition for Narrative Text Samira Zad and Mark Finlayson . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26 Extensively Matching for Few-shot Learning Event Detection Viet Dac Lai, Thien Huu Nguyen and Frank Dernoncourt . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 38 Smith . . . . . . . . . . . . 46 Script Induction as Association Rule Mining Anton Belyy and Benjamin Van Durme . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 55 Automatic extraction of personal events from dialogue Joshua Eisenberg and Michael Sheriff . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 63 Annotating and quantifying narrative time disruptions in modernist and hypertext fiction Edward Kearns . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72 Exploring aspects of similarity between spoken personal narratives by disentangling them into narrative clause types Belen Saldias and Deb Roy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 78 Extracting Message Sequence Charts from Hindi Narrative Text Swapnil Hingmire, Nitin Ramrakhiyani, Avinash Kumar Singh, Sangameshwar Patil, Girish Palshikar, Pushpak Bhattacharyya and Vasudeva Varma . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87 Emotion Arcs of Student Narratives Swapna Somasundaran, Xianyang Chen and Michael Flor . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97 Frustratingly Hard Evidence Retrieval for QA Over Books Xiangyang Mou, Mo Yu, Bingsheng Yao, Chenghao Yang, Xiaoxiao Guo, Saloni Potdar and Hui Su . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 108 On-The-Fly Information Retrieval Augmentation for Language Models Hai Wang and David McAllester . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 114 Detecting and understanding moral biases in news Usman Shahid, Barbara Di Eugenio, Andrew Rojecki and Elena Zheleva . . . . . . . . . . . . . . . . . . . . 120" } } } }