---
title: "Workshop on Noisy User-generated Text 2020 — all accepted"
description: "All 80 papers of Workshop on Noisy User-generated Text 2020, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/wnut/2020/papers/"
---
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# Workshop on Noisy User-generated Text 2020: all accepted papers

80 papers · the most cited first · [← Workshop on Noisy User-generated Text 2020](https://md.research.elamur.ai/free/en/venues/wnut/2020/)

1. **[WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets ↗](https://aclanthology.org/2020.wnut-1.41/)**Dat Quoc Nguyen, Thanh Vu, Afshin Rahimi et al.*73 citations*
2. **[Punctuation Restoration using Transformer Models for High-and Low-Resource Languages ↗](https://aclanthology.org/2020.wnut-1.18/)**Tanvirul Alam, Akib Khan, Firoj Alam*72 citations*
3. **[Noisy Text Data: Achilles' Heel of BERT ↗](https://aclanthology.org/2020.wnut-1.3/)**Ankit Kumar, Piyush Makhija, Anuj Gupta*60 citations*
4. **[Cross-lingual sentiment classification in low-resource Bengali language ↗](https://aclanthology.org/2020.wnut-1.8/)**Salim Sazzed*51 citations*
5. **[PHINC: A Parallel Hinglish Social Media Code-Mixed Corpus for Machine Translation ↗](https://aclanthology.org/2020.wnut-1.7/)**Vivek Srivastava, Mayank Singh*33 citations*
6. **[Combining BERT with Static Word Embeddings for Categorizing Social Media ↗](https://aclanthology.org/2020.wnut-1.5/)**Israa Alghanmi, Luis Espinosa Anke, Steven Schockaert*32 citations*
7. **[Civil Unrest on Twitter (CUT): A Dataset of Tweets to Support Research on Civil Unrest ↗](https://aclanthology.org/2020.wnut-1.28/)**Justin Sech, Alexandra DeLucia, Anna L. Buczak et al.*20 citations*
8. **[“Did you really mean what you said?” : Sarcasm Detection in Hindi-English Code-Mixed Data using Bilingual Word Embeddings ↗](https://aclanthology.org/2020.wnut-1.2/)**Akshita Aggarwal, Anshul Wadhawan, Anshima Chaudhary et al.*20 citations*
9. **[InfoMiner at WNUT-2020 Task 2: Transformer-based Covid-19 Informative Tweet Extraction ↗](https://aclanthology.org/2020.wnut-1.49/)**Hansi Hettiarachchi, Tharindu Ranasinghe*18 citations*
10. **[Detecting Trending Terms in Cybersecurity Forum Discussions ↗](https://aclanthology.org/2020.wnut-1.15/)**Jack Hughes, Seth Aycock, Andrew Caines et al.*17 citations*
11. **[NLP North at WNUT-2020 Task 2: Pre-training versus Ensembling for Detection of Informative COVID-19 English Tweets ↗](https://aclanthology.org/2020.wnut-1.44/)**Anders Giovanni Møller, Rob van der Goot, Barbara Plank*17 citations*
12. **[NutCracker at WNUT-2020 Task 2: Robustly Identifying Informative COVID-19 Tweets using Ensembling and Adversarial Training ↗](https://aclanthology.org/2020.wnut-1.57/)**Priyanshu Kumar, Aadarsh Singh*17 citations*
13. **[WNUT-2020 Task 1 Overview: Extracting Entities and Relations from Wet Lab Protocols ↗](https://aclanthology.org/2020.wnut-1.33/)**Jeniya Tabassum, Wei Xu, Alan Ritter*17 citations*
14. **[BiTeM at WNUT 2020 Shared Task-1: Named Entity Recognition over Wet Lab Protocols using an Ensemble of Contextual Language Models ↗](https://aclanthology.org/2020.wnut-1.40/)**Julien Knafou, Nona Naderi, Jenny Copara et al.*16 citations*
15. **[NIT_COVID-19 at WNUT-2020 Task 2: Deep Learning Model RoBERTa for Identify Informative COVID-19 English Tweets ↗](https://aclanthology.org/2020.wnut-1.66/)**Jagadeesh M S, Alphonse P J A*14 citations*
16. **[Representation learning of writing style ↗](https://aclanthology.org/2020.wnut-1.30/)**Julien Hay, Bich-Lien Doan, Fabrice Popineau et al.*14 citations*
17. **[The Non-native Speaker Aspect: Indian English in Social Media ↗](https://aclanthology.org/2020.wnut-1.9/)**Rupak Sarkar, Sayantan Mahinder, Ashiqur KhudaBukhsh*13 citations*
18. **[An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data ↗](https://aclanthology.org/2020.wnut-1.27/)**Lili Wang, Chongyang Gao, Jason Wei et al.*11 citations*
19. **[Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others ↗](https://aclanthology.org/2020.wnut-1.21/)**Aparna Balagopalan, Ksenia Shkaruta, Jekaterina Novikova*11 citations*
20. **[Quantifying the Evaluation of Heuristic Methods for Textual Data Augmentation ↗](https://aclanthology.org/2020.wnut-1.26/)**Omid Kashefi, Rebecca Hwa*11 citations*
21. **[An Empirical Analysis of Human-Bot Interaction on Reddit ↗](https://aclanthology.org/2020.wnut-1.14/)**Ming-Cheng Ma, John P. Lalor*9 citations*
22. **[Tweeki: Linking Named Entities on Twitter to a Knowledge Graph ↗](https://aclanthology.org/2020.wnut-1.29/)**Bahareh Harandizadeh, Sameer Singh*9 citations*
23. **[UIT-HSE at WNUT-2020 Task 2: Exploiting CT-BERT for Identifying COVID-19 Information on the Twitter Social Network ↗](https://aclanthology.org/2020.wnut-1.53/)**Khiem Tran, Hao Phan, Kiet Nguyen et al.*9 citations*
24. **[mgsohrab at WNUT 2020 Shared Task-1: Neural Exhaustive Approach for Entity and Relation Recognition Over Wet Lab Protocols ↗](https://aclanthology.org/2020.wnut-1.38/)**Mohammad Golam Sohrab, Anh-Khoa Duong Nguyen, Makoto Miwa et al.*9 citations*
25. **[May I Ask Who's Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance ↗](https://aclanthology.org/2020.wnut-1.1/)**Micaela Kaplan*8 citations*
26. **[Annotation Efficient Language Identification from Weak Labels ↗](https://aclanthology.org/2020.wnut-1.24/)**Shriphani Palakodety, Ashiqur KhudaBukhsh*7 citations*
27. **[DSC-IIT ISM at WNUT-2020 Task 2: Detection of COVID-19 informative tweets using RoBERTa ↗](https://aclanthology.org/2020.wnut-1.58/)**Sirigireddy Dhana Laxmi, Rohit Agarwal, Aman Sinha*7 citations*
28. **[Detecting Entailment in Code-Mixed Hindi-English Conversations ↗](https://aclanthology.org/2020.wnut-1.22/)**Sharanya Chakravarthy, Anjana Umapathy, Alan W Black*6 citations*
29. **[EdinburghNLP at WNUT-2020 Task 2: Leveraging Transformers with Generalized Augmentation for Identifying Informativeness in COVID-19 Tweets ↗](https://aclanthology.org/2020.wnut-1.67/)**Nickil Maveli*6 citations*
30. **[Enhanced Sentence Alignment Network for Efficient Short Text Matching ↗](https://aclanthology.org/2020.wnut-1.6/)**Zhe Hu, Zuohui Fu, Cheng Peng et al.*6 citations*
31. **[Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach ↗](https://aclanthology.org/2020.wnut-1.25/)**Ben Eyre, Aparna Balagopalan, Jekaterina Novikova*6 citations*
32. **[Generating Fact Checking Summaries for Web Claims ↗](https://aclanthology.org/2020.wnut-1.12/)**Rahul Mishra, Dhruv Gupta, Markus Leippold*6 citations*
33. **[Phonemer at WNUT-2020 Task 2: Sequence Classification Using COVID Twitter BERT and Bagging Ensemble Technique based on Plurality Voting ↗](https://aclanthology.org/2020.wnut-1.47/)**Anshul Wadhawan*6 citations*
34. **[SunBear at WNUT-2020 Task 2: Improving BERT-Based Noisy Text Classification with Knowledge of the Data domain ↗](https://aclanthology.org/2020.wnut-1.73/)**Linh Doan Bao, Viet Anh Nguyen, Quang Pham Huu*6 citations*
35. **[CIA_NITT at WNUT-2020 Task 2: Classification of COVID-19 Tweets Using Pre-trained Language Models ↗](https://aclanthology.org/2020.wnut-1.70/)**Yandrapati Prakash Babu, Rajagopal Eswari*5 citations*
36. **[CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets - RoBERTa Ensembles and The Continued Relevance of Handcrafted Features ↗](https://aclanthology.org/2020.wnut-1.48/)**Calum Perrio, Harish Tayyar Madabushi*5 citations*
37. **[Dartmouth CS at WNUT-2020 Task 2: Informative COVID-19 Tweet Classification Using BERT ↗](https://aclanthology.org/2020.wnut-1.72/)**Dylan Whang, Soroush Vosoughi*5 citations*
38. **[IITKGP at W-NUT 2020 Shared Task-1: Domain specific BERT representation for Named Entity Recognition of lab protocol ↗](https://aclanthology.org/2020.wnut-1.34/)**Tejas Vaidhya, Ayush Kaushal*5 citations*
39. **[WNUT 2020 Shared Task-1: Conditional Random Field(CRF) based Named Entity Recognition(NER) for Wet Lab Protocols ↗](https://aclanthology.org/2020.wnut-1.37/)**Kaushik Acharya*5 citations*
40. **[BANANA at WNUT-2020 Task 2: Identifying COVID-19 Information on Twitter by Combining Deep Learning and Transfer Learning Models ↗](https://aclanthology.org/2020.wnut-1.50/)**Tin Huynh, Luan Thanh Luan, Son T. Luu*4 citations*
41. **[Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning ↗](https://aclanthology.org/2020.wnut-1.4/)**Rachel Gardner, Maya Varma, Clare Zhu et al.*4 citations*
42. **[Fine-Tuning MT systems for Robustness to Second-Language Speaker Variations ↗](https://aclanthology.org/2020.wnut-1.20/)**Md Mahfuz Ibn Alam, Antonios Anastasopoulos*4 citations*
43. **[IDSOU at WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets ↗](https://aclanthology.org/2020.wnut-1.62/)**Sora Ohashi, Tomoyuki Kajiwara, Chenhui Chu et al.*4 citations*
44. **[LynyrdSkynyrd at WNUT-2020 Task 2: Semi-Supervised Learning for Identification of Informative COVID-19 English Tweets ↗](https://aclanthology.org/2020.wnut-1.65/)**Abhilasha Sancheti, Kushal Chawla, Gaurav Verma*4 citations*
45. **[NEU at WNUT-2020 Task 2: Data Augmentation To Tell BERT That Death Is Not Necessarily Informative ↗](https://aclanthology.org/2020.wnut-1.64/)**Kumud Chauhan*4 citations*
46. **[TATL at WNUT-2020 Task 2: A Transformer-based Baseline System for Identification of Informative COVID-19 English Tweets ↗](https://aclanthology.org/2020.wnut-1.42/)**Anh Tuan Nguyen*4 citations*
47. **[UCD-CS at W-NUT 2020 Shared Task-3: A Text to Text Approach for COVID-19 Event Extraction on Social Media ↗](https://aclanthology.org/2020.wnut-1.78/)**Congcong Wang, David Lillis*4 citations*
48. **[Winners at W-NUT 2020 Shared Task-3: Leveraging Event Specific and Chunk Span information for Extracting COVID Entities from Tweets ↗](https://aclanthology.org/2020.wnut-1.79/)**Ayush Kaushal, Tejas Vaidhya*4 citations*
49. **[DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks ↗](https://aclanthology.org/2020.wnut-1.51/)**Ayan Sengupta*3 citations*
50. **[Fancy Man Launches Zippo at WNUT 2020 Shared Task-1: A Bert Case Model for Wet Lab Entity Extraction ↗](https://aclanthology.org/2020.wnut-1.39/)**Qingcheng Zeng, Xiaoyang Fang, Zhexin Liang et al.*3 citations*
51. **[NHK_STRL at WNUT-2020 Task 2: GATs with Syntactic Dependencies as Edges and CTC-based Loss for Text Classification ↗](https://aclanthology.org/2020.wnut-1.43/)**Yuki Yasuda, Taichi Ishiwatari, Taro Miyazaki et al.*3 citations*
52. **[Paraphrase Generation via Adversarial Penalizations ↗](https://aclanthology.org/2020.wnut-1.32/)**Gerson Vizcarra, Jose Ochoa-Luna*3 citations*
53. **[Truecasing German user-generated conversational text ↗](https://aclanthology.org/2020.wnut-1.19/)**Yulia Grishina, Thomas Gueudre, Ralf Winkler*3 citations*
54. **[UPennHLP at WNUT-2020 Task 2 : Transformer models for classification of COVID19 posts on Twitter ↗](https://aclanthology.org/2020.wnut-1.52/)**Arjun Magge, Varad Pimpalkhute, Divya Rallapalli et al.*3 citations*
55. **[CSECU-DSG at WNUT-2020 Task 2: Exploiting Ensemble of Transfer Learning and Hand-crafted Features for Identification of Informative COVID-19 English Tweets ↗](https://aclanthology.org/2020.wnut-1.55/)**Fareen Tasneem, Jannatun Naim, Radiathun Tasnia et al.*2 citations*
56. **[Detecting Objectifying Language in Online Professor Reviews ↗](https://aclanthology.org/2020.wnut-1.23/)**Angie Waller, Kyle Gorman*2 citations*
57. **[IIITBH at WNUT-2020 Task 2: Exploiting the best of both worlds ↗](https://aclanthology.org/2020.wnut-1.46/)**Saichethan Reddy, Pradeep Biswal*2 citations*
58. **[NLPRL at WNUT-2020 Task 2: ELMo-based System for Identification of COVID-19 Tweets ↗](https://aclanthology.org/2020.wnut-1.60/)**Rajesh Kumar Mundotiya, Rupjyoti Baruah, Bhavana Srivastava et al.*2 citations*
59. **[Sentence Boundary Detection on Line Breaks in Japanese](https://md.research.elamur.ai/free/en/papers/hayashibe-2020-sentence-boundary-detection-line-breaks/)**Yuta Hayashibe, Kensuke Mitsuzawa*2 citations · our summary*
60. **[\#GCDH at WNUT-2020 Task 2: BERT-Based Models for the Detection of Informativeness in English COVID-19 Related Tweets ↗](https://aclanthology.org/2020.wnut-1.68/)**Hanna Varachkina, Stefan Ziehe, Tillmann Dönicke et al.*2 citations*
61. **[Automated Assessment of Noisy Crowdsourced Free-text Answers for Hindi in Low Resource Setting ↗](https://aclanthology.org/2020.wnut-1.17/)**Dolly Agarwal, Somya Gupta, Nishant Baghel*1 citation*
62. **[COVCOR20 at WNUT-2020 Task 2: An Attempt to Combine Deep Learning and Expert rules ↗](https://aclanthology.org/2020.wnut-1.75/)**Ali Hürriyetoğlu, Ali Safaya, Osman Mutlu et al.*1 citation*
63. **[Emory at WNUT-2020 Task 2: Combining Pretrained Deep Learning Models and Feature Enrichment for Informative Tweet Identification ↗](https://aclanthology.org/2020.wnut-1.54/)**Yuting Guo, Mohammed Ali Al-Garadi, Abeed Sarker*1 citation*
64. **[HLTRI at W-NUT 2020 Shared Task-3: COVID-19 Event Extraction from Twitter Using Multi-Task Hopfield Pooling ↗](https://aclanthology.org/2020.wnut-1.80/)**Maxwell Weinzierl, Sanda Harabagiu*1 citation*
65. **[IRLab@IITBHU at WNUT-2020 Task 2: Identification of informative COVID-19 English Tweets using BERT ↗](https://aclanthology.org/2020.wnut-1.56/)**Supriya Chanda, Eshita Nandy, Sukomal Pal*1 citation*
66. **[ISWARA at WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets using BERT and FastText Embeddings ↗](https://aclanthology.org/2020.wnut-1.74/)**Wava Carissa Putri, Rani Aulia Hidayat, Isnaini Nurul Khasanah et al.*1 citation*
67. **[Intelligent Analyses on Storytelling for Impact Measurement ↗](https://aclanthology.org/2020.wnut-1.13/)**Koen Kicken, Tessa De Maesschalck, Bart Vanrumste et al.*1 citation*
68. **[Linguist Geeks on WNUT-2020 Task 2: COVID-19 Informative Tweet Identification using Progressive Trained Language Models and Data Augmentation ↗](https://aclanthology.org/2020.wnut-1.59/)**Vasudev Awatramani, Anupam Kumar*1 citation*
69. **[PublishInCovid19 at WNUT 2020 Shared Task-1: Entity Recognition in Wet Lab Protocols using Structured Learning Ensemble and Contextualised Embeddings ↗](https://aclanthology.org/2020.wnut-1.35/)**Janvijay Singh, Anshul Wadhawan*1 citation*
70. **[SU-NLP at WNUT-2020 Task 2: The Ensemble Models ↗](https://aclanthology.org/2020.wnut-1.61/)**Kenan Fayoumi, Reyyan Yeniterzi*1 citation*
71. **[Siva at WNUT-2020 Task 2: Fine-tuning Transformer Neural Networks for Identification of Informative Covid-19 Tweets ↗](https://aclanthology.org/2020.wnut-1.45/)**Siva Sai*1 citation*
72. **[TEST_POSITIVE at W-NUT 2020 Shared Task-3: Cross-task modeling ↗](https://aclanthology.org/2020.wnut-1.76/)**Chacha Chen, Chieh-Yang Huang, Yaqi Hou et al.*1 citation*
73. **[Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification ↗](https://aclanthology.org/2020.wnut-1.36/)**Chris Miller, Soroush Vosoughi
74. **[ComplexDataLab at W-NUT 2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents ↗](https://aclanthology.org/2020.wnut-1.63/)**Kellin Pelrine, Jacob Danovitch, Albert Orozco Camacho et al.
75. **[Non-ingredient Detection in User-generated Recipes using the Sequence Tagging Approach ↗](https://aclanthology.org/2020.wnut-1.11/)**Yasuhiro Yamaguchi, Shintaro Inuzuka, Makoto Hiramatsu et al.
76. **[Not-NUTs at WNUT-2020 Task 2: A BERT-based System in Identifying Informative COVID-19 English Tweets ↗](https://aclanthology.org/2020.wnut-1.69/)**Thai Hoang, Phuong Vu
77. **[Service registration chatbot: collecting and comparing dialogues from AMT workers and service's users ↗](https://aclanthology.org/2020.wnut-1.16/)**Luca Molteni, Mittul Singh, Juho Leinonen et al.
78. **[UET at WNUT-2020 Task 2: A Study of Combining Transfer Learning Methods for Text Classification with RoBERTa ↗](https://aclanthology.org/2020.wnut-1.71/)**Huy Dao Quang, Tam Nguyen Minh
79. **[“A Little Birdie Told Me ... ” - Inductive Biases for Rumour Stance Detection on Social Media ↗](https://aclanthology.org/2020.wnut-1.31/)**Karthik Radhakrishnan, Tushar Kanakagiri, Sharanya Chakravarthy et al.
80. **[imec-ETRO-VUB at W-NUT 2020 Shared Task-3: A multilabel BERT-based system for predicting COVID-19 events ↗](https://aclanthology.org/2020.wnut-1.77/)**Xiangyu Yang, Giannis Bekoulis, Nikos Deligiannis
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