Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020)

Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor 2020-11 Association for Computational Linguistics Online text conference publication wnut-2020-noisy 10.18653/v1/2020.wnut-1.0 https://aclanthology.org/2020.wnut-1.0/ May I Ask Who’s Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance Micaela Kaplan author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication kaplan-2020-may 10.18653/v1/2020.wnut-1.1 https://aclanthology.org/2020.wnut-1.1/ 2020-11 1 6 “Did you really mean what you said?” : Sarcasm Detection in Hindi-English Code-Mixed Data using Bilingual Word Embeddings Akshita Aggarwal author Anshul Wadhawan author Anshima Chaudhary author Kavita Maurya author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication aggarwal-etal-2020-really 10.18653/v1/2020.wnut-1.2 https://aclanthology.org/2020.wnut-1.2/ 2020-11 7 15 Noisy Text Data: Achilles’ Heel of BERT Ankit Kumar author Piyush Makhija author Anuj Gupta author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication kumar-etal-2020-noisy 10.18653/v1/2020.wnut-1.3 https://aclanthology.org/2020.wnut-1.3/ 2020-11 16 21 Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning Rachel Gardner author Maya Varma author Clare Zhu author Ranjay Krishna author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication gardner-etal-2020-determining 10.18653/v1/2020.wnut-1.4 https://aclanthology.org/2020.wnut-1.4/ 2020-11 22 27 Combining BERT with Static Word Embeddings for Categorizing Social Media Israa Alghanmi author Luis Espinosa Anke author Steven Schockaert author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication alghanmi-etal-2020-combining 10.18653/v1/2020.wnut-1.5 https://aclanthology.org/2020.wnut-1.5/ 2020-11 28 33 Enhanced Sentence Alignment Network for Efficient Short Text Matching Zhe Hu author Zuohui Fu author Cheng Peng author Weiwei Wang author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication hu-etal-2020-enhanced 10.18653/v1/2020.wnut-1.6 https://aclanthology.org/2020.wnut-1.6/ 2020-11 34 40 PHINC: A Parallel Hinglish Social Media Code-Mixed Corpus for Machine Translation Vivek Srivastava author Mayank Singh author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication srivastava-singh-2020-phinc 10.18653/v1/2020.wnut-1.7 https://aclanthology.org/2020.wnut-1.7/ 2020-11 41 49 Cross-lingual sentiment classification in low-resource Bengali language Salim Sazzed author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication sazzed-2020-cross 10.18653/v1/2020.wnut-1.8 https://aclanthology.org/2020.wnut-1.8/ 2020-11 50 60 The Non-native Speaker Aspect: Indian English in Social Media Rupak Sarkar author Sayantan Mahinder author Ashiqur KhudaBukhsh author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication sarkar-etal-2020-non 10.18653/v1/2020.wnut-1.9 https://aclanthology.org/2020.wnut-1.9/ 2020-11 61 70 Sentence Boundary Detection on Line Breaks in Japanese Yuta Hayashibe author Kensuke Mitsuzawa author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication hayashibe-mitsuzawa-2020-sentence 10.18653/v1/2020.wnut-1.10 https://aclanthology.org/2020.wnut-1.10/ 2020-11 71 75 Non-ingredient Detection in User-generated Recipes using the Sequence Tagging Approach Yasuhiro Yamaguchi author Shintaro Inuzuka author Makoto Hiramatsu author Jun Harashima author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication yamaguchi-etal-2020-non 10.18653/v1/2020.wnut-1.11 https://aclanthology.org/2020.wnut-1.11/ 2020-11 76 80 Generating Fact Checking Summaries for Web Claims Rahul Mishra author Dhruv Gupta author Markus Leippold author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication mishra-etal-2020-generating 10.18653/v1/2020.wnut-1.12 https://aclanthology.org/2020.wnut-1.12/ 2020-11 81 90 Intelligent Analyses on Storytelling for Impact Measurement Koen Kicken author Tessa De Maesschalck author Bart Vanrumste author Tom De Keyser author Hee Reen Shim author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication kicken-etal-2020-intelligent 10.18653/v1/2020.wnut-1.13 https://aclanthology.org/2020.wnut-1.13/ 2020-11 91 100 An Empirical Analysis of Human-Bot Interaction on Reddit Ming-Cheng Ma author John P Lalor author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication ma-lalor-2020-empirical 10.18653/v1/2020.wnut-1.14 https://aclanthology.org/2020.wnut-1.14/ 2020-11 101 106 Detecting Trending Terms in Cybersecurity Forum Discussions Jack Hughes author Seth Aycock author Andrew Caines author Paula Buttery author Alice Hutchings author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication hughes-etal-2020-detecting 10.18653/v1/2020.wnut-1.15 https://aclanthology.org/2020.wnut-1.15/ 2020-11 107 115 Service registration chatbot: collecting and comparing dialogues from AMT workers and service’s users Luca Molteni author Mittul Singh author Juho Leinonen author Katri Leino author Mikko Kurimo author Emanuele Della Valle author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication molteni-etal-2020-service 10.18653/v1/2020.wnut-1.16 https://aclanthology.org/2020.wnut-1.16/ 2020-11 116 121 Automated Assessment of Noisy Crowdsourced Free-text Answers for Hindi in Low Resource Setting Dolly Agarwal author Somya Gupta author Nishant Baghel author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication agarwal-etal-2020-automated 10.18653/v1/2020.wnut-1.17 https://aclanthology.org/2020.wnut-1.17/ 2020-11 122 131 Punctuation Restoration using Transformer Models for High-and Low-Resource Languages Tanvirul Alam author Akib Khan author Firoj Alam author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication alam-etal-2020-punctuation 10.18653/v1/2020.wnut-1.18 https://aclanthology.org/2020.wnut-1.18/ 2020-11 132 142 Truecasing German user-generated conversational text Yulia Grishina author Thomas Gueudre author Ralf Winkler author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication grishina-etal-2020-truecasing 10.18653/v1/2020.wnut-1.19 https://aclanthology.org/2020.wnut-1.19/ 2020-11 143 148 Fine-Tuning MT systems for Robustness to Second-Language Speaker Variations Md Mahfuz Ibn Alam author Antonios Anastasopoulos author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication alam-anastasopoulos-2020-fine 10.18653/v1/2020.wnut-1.20 https://aclanthology.org/2020.wnut-1.20/ 2020-11 149 158 Impact of ASR on Alzheimer’s Disease Detection: All Errors are Equal, but Deletions are More Equal than Others Aparna Balagopalan author Ksenia Shkaruta author Jekaterina Novikova author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication balagopalan-etal-2020-impact 10.18653/v1/2020.wnut-1.21 https://aclanthology.org/2020.wnut-1.21/ 2020-11 159 164 Detecting Entailment in Code-Mixed Hindi-English Conversations Sharanya Chakravarthy author Anjana Umapathy author Alan W Black author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication chakravarthy-etal-2020-detecting 10.18653/v1/2020.wnut-1.22 https://aclanthology.org/2020.wnut-1.22/ 2020-11 165 170 Detecting Objectifying Language in Online Professor Reviews Angie Waller author Kyle Gorman author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication waller-gorman-2020-detecting 10.18653/v1/2020.wnut-1.23 https://aclanthology.org/2020.wnut-1.23/ 2020-11 171 180 Annotation Efficient Language Identification from Weak Labels Shriphani Palakodety author Ashiqur KhudaBukhsh author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication palakodety-khudabukhsh-2020-annotation 10.18653/v1/2020.wnut-1.24 https://aclanthology.org/2020.wnut-1.24/ 2020-11 181 192 Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach Ben Eyre author Aparna Balagopalan author Jekaterina Novikova author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication eyre-etal-2020-fantastic 10.18653/v1/2020.wnut-1.25 https://aclanthology.org/2020.wnut-1.25/ 2020-11 193 199 Quantifying the Evaluation of Heuristic Methods for Textual Data Augmentation Omid Kashefi author Rebecca Hwa author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication kashefi-hwa-2020-quantifying 10.18653/v1/2020.wnut-1.26 https://aclanthology.org/2020.wnut-1.26/ 2020-11 200 208 An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data Lili Wang author Chongyang Gao author Jason Wei author Weicheng Ma author Ruibo Liu author Soroush Vosoughi author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication wang-etal-2020-empirical 10.18653/v1/2020.wnut-1.27 https://aclanthology.org/2020.wnut-1.27/ 2020-11 209 214 Civil Unrest on Twitter (CUT): A Dataset of Tweets to Support Research on Civil Unrest Justin Sech author Alexandra DeLucia author Anna L Buczak author Mark Dredze author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication sech-etal-2020-civil 10.18653/v1/2020.wnut-1.28 https://aclanthology.org/2020.wnut-1.28/ 2020-11 215 221 Tweeki: Linking Named Entities on Twitter to a Knowledge Graph Bahareh Harandizadeh author Sameer Singh author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication harandizadeh-singh-2020-tweeki 10.18653/v1/2020.wnut-1.29 https://aclanthology.org/2020.wnut-1.29/ 2020-11 222 231 Representation learning of writing style Julien Hay author Bich-Lien Doan author Fabrice Popineau author Ouassim Ait Elhara author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication hay-etal-2020-representation 10.18653/v1/2020.wnut-1.30 https://aclanthology.org/2020.wnut-1.30/ 2020-11 232 243 “A Little Birdie Told Me ... ” - Inductive Biases for Rumour Stance Detection on Social Media Karthik Radhakrishnan author Tushar Kanakagiri author Sharanya Chakravarthy author Vidhisha Balachandran author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication radhakrishnan-etal-2020-little 10.18653/v1/2020.wnut-1.31 https://aclanthology.org/2020.wnut-1.31/ 2020-11 244 248 Paraphrase Generation via Adversarial Penalizations Gerson Vizcarra author Jose Ochoa-Luna author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication vizcarra-ochoa-luna-2020-paraphrase 10.18653/v1/2020.wnut-1.32 https://aclanthology.org/2020.wnut-1.32/ 2020-11 249 259 WNUT-2020 Task 1 Overview: Extracting Entities and Relations from Wet Lab Protocols Jeniya Tabassum author Wei Xu author Alan Ritter author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication tabassum-etal-2020-wnut 10.18653/v1/2020.wnut-1.33 https://aclanthology.org/2020.wnut-1.33/ 2020-11 260 267 IITKGP at W-NUT 2020 Shared Task-1: Domain specific BERT representation for Named Entity Recognition of lab protocol Tejas Vaidhya author Ayush Kaushal author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication vaidhya-kaushal-2020-iitkgp 10.18653/v1/2020.wnut-1.34 https://aclanthology.org/2020.wnut-1.34/ 2020-11 268 272 PublishInCovid19 at WNUT 2020 Shared Task-1: Entity Recognition in Wet Lab Protocols using Structured Learning Ensemble and Contextualised Embeddings Janvijay Singh author Anshul Wadhawan author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication singh-wadhawan-2020-publishincovid19 10.18653/v1/2020.wnut-1.35 https://aclanthology.org/2020.wnut-1.35/ 2020-11 273 280 Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification Chris Miller author Soroush Vosoughi author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication miller-vosoughi-2020-big 10.18653/v1/2020.wnut-1.36 https://aclanthology.org/2020.wnut-1.36/ 2020-11 281 285 WNUT 2020 Shared Task-1: Conditional Random Field(CRF) based Named Entity Recognition(NER) for Wet Lab Protocols Kaushik Acharya author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication acharya-2020-wnut 10.18653/v1/2020.wnut-1.37 https://aclanthology.org/2020.wnut-1.37/ 2020-11 286 289 mgsohrab at WNUT 2020 Shared Task-1: Neural Exhaustive Approach for Entity and Relation Recognition Over Wet Lab Protocols Mohammad Golam Sohrab author Anh-Khoa Duong Nguyen author Makoto Miwa author Hiroya Takamura author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication sohrab-etal-2020-mgsohrab 10.18653/v1/2020.wnut-1.38 https://aclanthology.org/2020.wnut-1.38/ 2020-11 290 298 Fancy Man Launches Zippo at WNUT 2020 Shared Task-1: A Bert Case Model for Wet Lab Entity Extraction Qingcheng Zeng author Xiaoyang Fang author Zhexin Liang author Haoding Meng author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication zeng-etal-2020-fancy 10.18653/v1/2020.wnut-1.39 https://aclanthology.org/2020.wnut-1.39/ 2020-11 299 304 BiTeM at WNUT 2020 Shared Task-1: Named Entity Recognition over Wet Lab Protocols using an Ensemble of Contextual Language Models Julien Knafou author Nona Naderi author Jenny Copara author Douglas Teodoro author Patrick Ruch author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication knafou-etal-2020-bitem 10.18653/v1/2020.wnut-1.40 https://aclanthology.org/2020.wnut-1.40/ 2020-11 305 313 WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets Dat Quoc Nguyen author Thanh Vu author Afshin Rahimi author Mai Hoang Dao author Linh The Nguyen author Long Doan author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication nguyen-etal-2020-wnut 10.18653/v1/2020.wnut-1.41 https://aclanthology.org/2020.wnut-1.41/ 2020-11 314 318 TATL at WNUT-2020 Task 2: A Transformer-based Baseline System for Identification of Informative COVID-19 English Tweets Anh Tuan Nguyen author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication tuan-nguyen-2020-tatl 10.18653/v1/2020.wnut-1.42 https://aclanthology.org/2020.wnut-1.42/ 2020-11 319 323 NHK_STRL at WNUT-2020 Task 2: GATs with Syntactic Dependencies as Edges and CTC-based Loss for Text Classification Yuki Yasuda author Taichi Ishiwatari author Taro Miyazaki author Jun Goto author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication yasuda-etal-2020-nhk 10.18653/v1/2020.wnut-1.43 https://aclanthology.org/2020.wnut-1.43/ 2020-11 324 330 NLP North at WNUT-2020 Task 2: Pre-training versus Ensembling for Detection of Informative COVID-19 English Tweets Anders Giovanni Møller author Rob van der Goot author Barbara Plank author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication giovanni-moller-etal-2020-nlp 10.18653/v1/2020.wnut-1.44 https://aclanthology.org/2020.wnut-1.44/ 2020-11 331 336 Siva at WNUT-2020 Task 2: Fine-tuning Transformer Neural Networks for Identification of Informative Covid-19 Tweets Siva Sai author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication sai-2020-siva 10.18653/v1/2020.wnut-1.45 https://aclanthology.org/2020.wnut-1.45/ 2020-11 337 341 IIITBH at WNUT-2020 Task 2: Exploiting the best of both worlds Saichethan Reddy author Pradeep Biswal author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication reddy-biswal-2020-iiitbh 10.18653/v1/2020.wnut-1.46 https://aclanthology.org/2020.wnut-1.46/ 2020-11 342 346 Phonemer at WNUT-2020 Task 2: Sequence Classification Using COVID Twitter BERT and Bagging Ensemble Technique based on Plurality Voting Anshul Wadhawan author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication wadhawan-2020-phonemer 10.18653/v1/2020.wnut-1.47 https://aclanthology.org/2020.wnut-1.47/ 2020-11 347 351 CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets - RoBERTa Ensembles and The Continued Relevance of Handcrafted Features Calum Perrio author Harish Tayyar Madabushi author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication perrio-tayyar-madabushi-2020-cxp949 10.18653/v1/2020.wnut-1.48 https://aclanthology.org/2020.wnut-1.48/ 2020-11 352 358 InfoMiner at WNUT-2020 Task 2: Transformer-based Covid-19 Informative Tweet Extraction Hansi Hettiarachchi author Tharindu Ranasinghe author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication hettiarachchi-ranasinghe-2020-infominer 10.18653/v1/2020.wnut-1.49 https://aclanthology.org/2020.wnut-1.49/ 2020-11 359 365 BANANA at WNUT-2020 Task 2: Identifying COVID-19 Information on Twitter by Combining Deep Learning and Transfer Learning Models Tin Huynh author Luan Thanh Luan author Son T Luu author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication huynh-etal-2020-banana 10.18653/v1/2020.wnut-1.50 https://aclanthology.org/2020.wnut-1.50/ 2020-11 366 370 DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks Ayan Sengupta author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication sengupta-2020-datamafia 10.18653/v1/2020.wnut-1.51 https://aclanthology.org/2020.wnut-1.51/ 2020-11 371 377 UPennHLP at WNUT-2020 Task 2 : Transformer models for classification of COVID19 posts on Twitter Arjun Magge author Varad Pimpalkhute author Divya Rallapalli author David Siguenza author Graciela Gonzalez-Hernandez author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication magge-etal-2020-upennhlp 10.18653/v1/2020.wnut-1.52 https://aclanthology.org/2020.wnut-1.52/ 2020-11 378 382 UIT-HSE at WNUT-2020 Task 2: Exploiting CT-BERT for Identifying COVID-19 Information on the Twitter Social Network Khiem Tran author Hao Phan author Kiet Nguyen author Ngan Luu Thuy Nguyen author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication tran-etal-2020-uit 10.18653/v1/2020.wnut-1.53 https://aclanthology.org/2020.wnut-1.53/ 2020-11 383 387 Emory at WNUT-2020 Task 2: Combining Pretrained Deep Learning Models and Feature Enrichment for Informative Tweet Identification Yuting Guo author Mohammed Ali Al-Garadi author Abeed Sarker author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication guo-etal-2020-emory 10.18653/v1/2020.wnut-1.54 https://aclanthology.org/2020.wnut-1.54/ 2020-11 388 393 CSECU-DSG at WNUT-2020 Task 2: Exploiting Ensemble of Transfer Learning and Hand-crafted Features for Identification of Informative COVID-19 English Tweets Fareen Tasneem author Jannatun Naim author Radiathun Tasnia author Tashin Hossain author Abu Nowshed Chy author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication tasneem-etal-2020-csecu 10.18653/v1/2020.wnut-1.55 https://aclanthology.org/2020.wnut-1.55/ 2020-11 394 398 IRLab@IITBHU at WNUT-2020 Task 2: Identification of informative COVID-19 English Tweets using BERT Supriya Chanda author Eshita Nandy author Sukomal Pal author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication chanda-etal-2020-irlab 10.18653/v1/2020.wnut-1.56 https://aclanthology.org/2020.wnut-1.56/ 2020-11 399 403 NutCracker at WNUT-2020 Task 2: Robustly Identifying Informative COVID-19 Tweets using Ensembling and Adversarial Training Priyanshu Kumar author Aadarsh Singh author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication kumar-singh-2020-nutcracker 10.18653/v1/2020.wnut-1.57 https://aclanthology.org/2020.wnut-1.57/ 2020-11 404 408 DSC-IIT ISM at WNUT-2020 Task 2: Detection of COVID-19 informative tweets using RoBERTa Sirigireddy Dhana Laxmi author Rohit Agarwal author Aman Sinha author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication dhana-laxmi-etal-2020-dsc 10.18653/v1/2020.wnut-1.58 https://aclanthology.org/2020.wnut-1.58/ 2020-11 409 413 Linguist Geeks on WNUT-2020 Task 2: COVID-19 Informative Tweet Identification using Progressive Trained Language Models and Data Augmentation Vasudev Awatramani author Anupam Kumar author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication awatramani-kumar-2020-linguist 10.18653/v1/2020.wnut-1.59 https://aclanthology.org/2020.wnut-1.59/ 2020-11 414 418 NLPRL at WNUT-2020 Task 2: ELMo-based System for Identification of COVID-19 Tweets Rajesh Kumar Mundotiya author Rupjyoti Baruah author Bhavana Srivastava author Anil Kumar Singh author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication mundotiya-etal-2020-nlprl 10.18653/v1/2020.wnut-1.60 https://aclanthology.org/2020.wnut-1.60/ 2020-11 419 422 SU-NLP at WNUT-2020 Task 2: The Ensemble Models Kenan Fayoumi author Reyyan Yeniterzi author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication fayoumi-yeniterzi-2020-su 10.18653/v1/2020.wnut-1.61 https://aclanthology.org/2020.wnut-1.61/ 2020-11 423 427 IDSOU at WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets Sora Ohashi author Tomoyuki Kajiwara author Chenhui Chu author Noriko Takemura author Yuta Nakashima author Hajime Nagahara author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication ohashi-etal-2020-idsou 10.18653/v1/2020.wnut-1.62 https://aclanthology.org/2020.wnut-1.62/ 2020-11 428 433 ComplexDataLab at W-NUT 2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents Kellin Pelrine author Jacob Danovitch author Albert Orozco Camacho author Reihaneh Rabbany author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication pelrine-etal-2020-complexdatalab 10.18653/v1/2020.wnut-1.63 https://aclanthology.org/2020.wnut-1.63/ 2020-11 434 439 NEU at WNUT-2020 Task 2: Data Augmentation To Tell BERT That Death Is Not Necessarily Informative Kumud Chauhan author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication chauhan-2020-neu 10.18653/v1/2020.wnut-1.64 https://aclanthology.org/2020.wnut-1.64/ 2020-11 440 443 LynyrdSkynyrd at WNUT-2020 Task 2: Semi-Supervised Learning for Identification of Informative COVID-19 English Tweets Abhilasha Sancheti author Kushal Chawla author Gaurav Verma author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication sancheti-etal-2020-lynyrdskynyrd 10.18653/v1/2020.wnut-1.65 https://aclanthology.org/2020.wnut-1.65/ 2020-11 444 449 NIT_COVID-19 at WNUT-2020 Task 2: Deep Learning Model RoBERTa for Identify Informative COVID-19 English Tweets Jagadeesh M S author Alphonse P J A author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication m-s-p-j-a-2020-nit 10.18653/v1/2020.wnut-1.66 https://aclanthology.org/2020.wnut-1.66/ 2020-11 450 454 EdinburghNLP at WNUT-2020 Task 2: Leveraging Transformers with Generalized Augmentation for Identifying Informativeness in COVID-19 Tweets Nickil Maveli author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication maveli-2020-edinburghnlp 10.18653/v1/2020.wnut-1.67 https://aclanthology.org/2020.wnut-1.67/ 2020-11 455 461 #GCDH at WNUT-2020 Task 2: BERT-Based Models for the Detection of Informativeness in English COVID-19 Related Tweets Hanna Varachkina author Stefan Ziehe author Tillmann Dönicke author Franziska Pannach author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication varachkina-etal-2020-gcdh 10.18653/v1/2020.wnut-1.68 https://aclanthology.org/2020.wnut-1.68/ 2020-11 462 465 Not-NUTs at WNUT-2020 Task 2: A BERT-based System in Identifying Informative COVID-19 English Tweets Thai Hoang author Phuong Vu author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication hoang-vu-2020-nuts 10.18653/v1/2020.wnut-1.69 https://aclanthology.org/2020.wnut-1.69/ 2020-11 466 470 CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models Yandrapati Prakash Babu author Rajagopal Eswari author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication prakash-babu-eswari-2020-cia 10.18653/v1/2020.wnut-1.70 https://aclanthology.org/2020.wnut-1.70/ 2020-11 471 474 UET at WNUT-2020 Task 2: A Study of Combining Transfer Learning Methods for Text Classification with RoBERTa Huy Dao Quang author Tam Nguyen Minh author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication dao-quang-nguyen-minh-2020-uet 10.18653/v1/2020.wnut-1.71 https://aclanthology.org/2020.wnut-1.71/ 2020-11 475 479 Dartmouth CS at WNUT-2020 Task 2: Informative COVID-19 Tweet Classification Using BERT Dylan Whang author Soroush Vosoughi author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication whang-vosoughi-2020-dartmouth 10.18653/v1/2020.wnut-1.72 https://aclanthology.org/2020.wnut-1.72/ 2020-11 480 484 SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain Linh Doan Bao author Viet Anh Nguyen author Quang Pham Huu author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication doan-bao-etal-2020-sunbear 10.18653/v1/2020.wnut-1.73 https://aclanthology.org/2020.wnut-1.73/ 2020-11 485 490 ISWARA at WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets using BERT and FastText Embeddings Wava Carissa Putri author Rani Aulia Hidayat author Isnaini Nurul Khasanah author Rahmad Mahendra author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication putri-etal-2020-iswara 10.18653/v1/2020.wnut-1.74 https://aclanthology.org/2020.wnut-1.74/ 2020-11 491 494 COVCOR20 at WNUT-2020 Task 2: An Attempt to Combine Deep Learning and Expert rules Ali Hürriyetoğlu author Ali Safaya author Osman Mutlu author Nelleke Oostdijk author Erdem Yörük author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication hurriyetoglu-etal-2020-covcor20 10.18653/v1/2020.wnut-1.75 https://aclanthology.org/2020.wnut-1.75/ 2020-11 495 498 TEST_POSITIVE at W-NUT 2020 Shared Task-3: Cross-task modeling Chacha Chen author Chieh-Yang Huang author Yaqi Hou author Yang Shi author Enyan Dai author Jiaqi Wang author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication chen-etal-2020-test 10.18653/v1/2020.wnut-1.76 https://aclanthology.org/2020.wnut-1.76/ 2020-11 499 504 imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A multilabel BERT-based system for predicting COVID-19 events Xiangyu Yang author Giannis Bekoulis author Nikos Deligiannis author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication yang-etal-2020-imec 10.18653/v1/2020.wnut-1.77 https://aclanthology.org/2020.wnut-1.77/ 2020-11 505 513 UCD-CS at W-NUT 2020 Shared Task-3: A Text to Text Approach for COVID-19 Event Extraction on Social Media Congcong Wang author David Lillis author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication wang-lillis-2020-ucd 10.18653/v1/2020.wnut-1.78 https://aclanthology.org/2020.wnut-1.78/ 2020-11 514 521 Winners at W-NUT 2020 Shared Task-3: Leveraging Event Specific and Chunk Span information for Extracting COVID Entities from Tweets Ayush Kaushal author Tejas Vaidhya author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication kaushal-vaidhya-2020-winners 10.18653/v1/2020.wnut-1.79 https://aclanthology.org/2020.wnut-1.79/ 2020-11 522 529 HLTRI at W-NUT 2020 Shared Task-3: COVID-19 Event Extraction from Twitter Using Multi-Task Hopfield Pooling Maxwell Weinzierl author Sanda Harabagiu author 2020-11 text Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) Wei Xu editor Alan Ritter editor Tim Baldwin editor Afshin Rahimi editor Association for Computational Linguistics Online conference publication weinzierl-harabagiu-2020-hltri 10.18653/v1/2020.wnut-1.80 https://aclanthology.org/2020.wnut-1.80/ 2020-11 530 538