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Workshop on Language Technology for Equality, Diversity, Inclusion 2022: all accepted papers

58 papers · the most cited first · ← Workshop on Language Technology for Equality, Diversity, Inclusion 2022

  1. OPI@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text using RoBERTa Pre-trained Language Models ↗Rafał Poświata, Michał Perełkiewicz56 citations
  2. Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals ↗Debora Nozza, Federico Bianchi, Anne Lauscher et al.44 citations
  3. Findings of the Shared Task on Speech Recognition for Vulnerable Individuals in Tamil ↗Bharathi B, Bharathi Raja Chakravarthi, Subalalitha Cn et al.43 citations
  4. Findings of the Shared Task on Detecting Signs of Depression from Social Media ↗Kayalvizhi S, Thenmozhi Durairaj, Bharathi Raja Chakravarthi et al.35 citations
  5. Debiasing Pre-Trained Language Models via Efficient Fine-Tuning ↗Michael Gira, Ruisu Zhang, Kangwook Lee30 citations
  6. Overview of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion ↗Bharathi Raja Chakravarthi, Vigneshwaran Muralidaran, Ruba Priyadharshini et al.30 citations
  7. Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and ArabicAntónio Câmara, Nina Taneja, Tamjeed Azad et al.19 citations · our summary
  8. Overview of The Shared Task on Homophobia and Transphobia Detection in Social Media Comments ↗Bharathi Raja Chakravarthi, Ruba Priyadharshini, Durairaj Thenmozhi et al.16 citations
  9. E8-IJS@LT-EDI-ACL2022 - BERT, AutoML and Knowledge-graph backed Detection of Depression ↗Ilija Tavchioski, Boshko Koloski, Blaž Škrlj et al.13 citations
  10. MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM ↗Anusha Gowda, Fazlourrahman Balouchzahi, Hosahalli Shashirekha et al.13 citations
  11. scubeMSEC@LT-EDI-ACL2022: Detection of Depression using Transformer Models ↗Sivamanikandan S, Santhosh V, Sanjaykumar N et al.13 citations
  12. KADO@LT-EDI-ACL2022: BERT-based Ensembles for Detecting Signs of Depression from Social Media Text ↗Morteza Janatdoust, Fatemeh Ehsani-Besheli, Hossein Zeinali12 citations
  13. Nozza@LT-EDI-ACL2022: Ensemble Modeling for Homophobia and Transphobia Detection ↗Debora Nozza12 citations
  14. SOA_NLP@LT-EDI-ACL2022: An Ensemble Model for Hope Speech Detection from YouTube Comments ↗Abhinav Kumar, Sunil Saumya, Pradeep Roy12 citations
  15. CIC@LT-EDI-ACL2022: Are transformers the only hope? Hope speech detection for Spanish and English comments ↗Fazlourrahman Balouchzahi, Sabur Butt, Grigori Sidorov et al.11 citations
  16. NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media ↗Wei-Yao Wang, Yu-Chien Tang, Wei-Wei Du et al.11 citations
  17. SSN_ARMM@ LT-EDI -ACL2022: Hope Speech Detection for Equality, Diversity, and Inclusion Using ALBERT model ↗Praveenkumar Vijayakumar, Prathyush S, Aravind P et al.11 citations
  18. UMUTeam@LT-EDI-ACL2022: Detecting homophobic and transphobic comments in Tamil ↗José García-Díaz, Camilo Caparros-Laiz, Rafael Valencia-García11 citations
  19. ABLIMET @LT-EDI-ACL2022: A Roberta based Approach for Homophobia/Transphobia Detection in Social Media ↗Abulimiti Maimaitituoheti10 citations
  20. IIITSurat@LT-EDI-ACL2022: Hope Speech Detection using Machine Learning ↗Pradeep Roy, Snehaan Bhawal, Abhinav Kumar et al.10 citations
  21. SSN@LT-EDI-ACL2022: Transfer Learning using BERT for Detecting Signs of Depression from Social Media Texts ↗Adarsh S, Betina Antony10 citations
  22. bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments ↗Vitthal Bhandari, Poonam Goyal10 citations
  23. DepressionOne@LT-EDI-ACL2022: Using Machine Learning with SMOTE and Random UnderSampling to Detect Signs of Depression on Social Media Text. ↗Suman Dowlagar, Radhika Mamidi9 citations
  24. LPS@LT-EDI-ACL2022:An Ensemble Approach about Hope Speech Detection ↗Yue Zhu9 citations
  25. SSNCSE_NLP@LT-EDI-ACL2022: Homophobia/Transphobia Detection in Multiple Languages using SVM Classifiers and BERT-based Transformers ↗Krithika Swaminathan, Bharathi B, Gayathri G L et al.9 citations
  26. MUCS@Text-LT-EDI@ACL 2022: Detecting Sign of Depression from Social Media Text using Supervised Learning Approach ↗Asha Hegde, Sharal Coelho, Ahmad Elyas Dashti et al.8 citations
  27. Mind the data gap(s): Investigating power in speech and language datasets ↗Nina Markl8 citations
  28. NAYEL @LT-EDI-ACL2022: Homophobia/Transphobia Detection for Equality, Diversity, and Inclusion using SVM ↗Nsrin Ashraf, Mohamed Taha, Ahmed Taha et al.8 citations
  29. Behind the Mask: Demographic bias in name detection for PII masking ↗Courtney Mansfield, Amandalynne Paullada, Kristen Howell7 citations
  30. IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media comments ↗Muskaan Singh, Petr Motlicek7 citations
  31. IIT Dhanbad @LT-EDI-ACL2022- Hope Speech Detection for Equality, Diversity, and Inclusion ↗Vishesh Gupta, Ritesh Kumar, Rajendra Pamula7 citations
  32. SSN_MLRG3 @LT-EDI-ACL2022-Depression Detection System from Social Media Text using Transformer Models ↗Sarika Esackimuthu, Shruthi Hariprasad, Rajalakshmi Sivanaiah et al.7 citations
  33. DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers ↗Nawshad Farruque, Osmar Zaiane, Randy Goebel et al.6 citations
  34. FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification ↗Filip Nilsson, György Kovács6 citations
  35. IDIAP Submission@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text ↗Muskaan Singh, Petr Motlicek6 citations
  36. KUCST@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text ↗Manex Agirrezabal, Janek Amann6 citations
  37. SSN_MLRG1@LT-EDI-ACL2022: Multi-Class Classification using BERT models for Detecting Depression Signs from Social Media Text ↗Karun Anantharaman, Angel S, Rajalakshmi Sivanaiah et al.6 citations
  38. Sammaan@LT-EDI-ACL2022: Ensembled Transformers Against Homophobia and Transphobia ↗Ishan Sanjeev Upadhyay, Kv Aditya Srivatsa, Radhika Mamidi6 citations
  39. The Best of both Worlds: Dual Channel Language modeling for Hope Speech Detection in low-resourced Kannada ↗Adeep Hande, Siddhanth U Hegde, Sivanesan Sangeetha et al.6 citations
  40. BERT 4EVER@LT-EDI-ACL2022-Detecting signs of Depression from Social Media:Detecting Depression in Social Media using Prompt-Learning and Word-Emotion Cluster ↗Xiaotian Lin, Yingwen Fu, Ziyu Yang et al.5 citations
  41. DLRG@LT-EDI-ACL2022:Detecting signs of Depression from Social Media using XGBoost Method ↗Herbert Sharen, Ratnavel Rajalakshmi5 citations
  42. LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide ↗Arianna Muti, Marta Marchiori Manerba, Katerina Korre et al.5 citations
  43. Regex in a Time of Deep Learning: The Role of an Old Technology in Age Discrimination Detection in Job Advertisements ↗Anna Pillar, Kyrill Poelmans, Martha Larson5 citations
  44. SSNCSE_NLP@LT-EDI-ACL2022:Hope Speech Detection for Equality, Diversity and Inclusion using sentence transformers ↗Bharathi B, Dhanya Srinivasan, Josephine Varsha et al.5 citations
  45. CURAJ_IIITDWD@LT-EDI-ACL 2022: Hope Speech Detection in English YouTube Comments using Deep Learning TechniquesVanshita Jha, Ankit Mishra, Sunil Saumya4 citations · our summary
  46. Inferring Gender: A Scalable Methodology for Gender Detection with Online Lexical Databases ↗Marion Bartl, Susan Leavy4 citations
  47. giniUs @LT-EDI-ACL2022: Aasha: Transformers based Hope-EDI ↗Basavraj Chinagundi, Harshul Surana4 citations
  48. IDIAP_TIET@LT-EDI-ACL2022 : Hope Speech Detection in Social Media using Contextualized BERT with Attention Mechanism ↗Deepanshu Khanna, Muskaan Singh, Petr Motlicek3 citations
  49. SUH_ASR@LT-EDI-ACL2022: Transformer based Approach for Speech Recognition for Vulnerable Individuals in Tamil ↗Suhasini S, Bharathi B3 citations
  50. Using BERT Embeddings to Model Word Importance in Conversational Transcripts for Deaf and Hard of Hearing Users ↗Akhter Al Amin, Saad Hassan, Cecilia Alm et al.3 citations
  51. Detoxifying Language Models with a Toxic Corpus ↗Yoona Park, Frank Rudzicz2 citations
  52. Disambiguation of morpho-syntactic features of African American English – the case of habitual beHarrison Santiago, Joshua Martin, Sarah Moeller et al.2 citations · our summary
  53. IISERB@LT-EDI-ACL2022: A Bag of Words and Document Embeddings Based Framework to Identify Severity of Depression Over Social Media ↗Tanmay Basu2 citations
  54. SSNCSE_NLP@LT-EDI-ACL2022: Speech Recognition for Vulnerable Individuals in Tamil using pre-trained XLSR models ↗Dhanya Srinivasan, Bharathi B, Thenmozhi Durairaj et al.2 citations
  55. Doing not Being: Concrete Language as a Bridge from Language Technology to Ethnically Inclusive Job Ads ↗Jetske Adams, Kyrill Poelmans, Iris Hendrickx et al.1 citation
  56. UMUTeam@LT-EDI-ACL2022: Detecting Signs of Depression from text ↗José García-Díaz, Rafael Valencia-García1 citation
  57. IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and Inclusion ↗Muskaan Singh, Petr Motlicek
  58. Monte Carlo Tree Search for Interpreting Stress in Natural Language ↗Kyle Swanson, Joy Hsu, Mirac Suzgun

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