---
title: "Workshop on Language Technology for Equality, Diversity,"
description: "All 58 papers of Workshop on Language Technology for Equality, Diversity, Inclusion 2022, the most cited first; those with our summary link to it."
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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](https://md.research.elamur.ai/free/en/venues/ltedi/2022/)

1. **[OPI@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text using RoBERTa Pre-trained Language Models ↗](https://aclanthology.org/2022.ltedi-1.40/)**Rafał Poświata, Michał Perełkiewicz*56 citations*
2. **[Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals ↗](https://aclanthology.org/2022.ltedi-1.4/)**Debora Nozza, Federico Bianchi, Anne Lauscher et al.*44 citations*
3. **[Findings of the Shared Task on Speech Recognition for Vulnerable Individuals in Tamil ↗](https://aclanthology.org/2022.ltedi-1.52/)**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 ↗](https://aclanthology.org/2022.ltedi-1.51/)**Kayalvizhi S, Thenmozhi Durairaj, Bharathi Raja Chakravarthi et al.*35 citations*
5. **[Debiasing Pre-Trained Language Models via Efficient Fine-Tuning ↗](https://aclanthology.org/2022.ltedi-1.8/)**Michael Gira, Ruisu Zhang, Kangwook Lee*30 citations*
6. **[Overview of the Shared Task on Hope Speech Detection for Equality, Diversity, and Inclusion ↗](https://aclanthology.org/2022.ltedi-1.58/)**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 Arabic](https://md.research.elamur.ai/free/en/papers/camara-2022-mapping-multilingual-margins-intersectional-biases/)**António 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 ↗](https://aclanthology.org/2022.ltedi-1.57/)**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 ↗](https://aclanthology.org/2022.ltedi-1.36/)**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 ↗](https://aclanthology.org/2022.ltedi-1.20/)**Anusha Gowda, Fazlourrahman Balouchzahi, Hosahalli Shashirekha et al.*13 citations*
11. **[scubeMSEC@LT-EDI-ACL2022: Detection of Depression using Transformer Models ↗](https://aclanthology.org/2022.ltedi-1.29/)**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 ↗](https://aclanthology.org/2022.ltedi-1.38/)**Morteza Janatdoust, Fatemeh Ehsani-Besheli, Hossein Zeinali*12 citations*
13. **[Nozza@LT-EDI-ACL2022: Ensemble Modeling for Homophobia and Transphobia Detection ↗](https://aclanthology.org/2022.ltedi-1.37/)**Debora Nozza*12 citations*
14. **[SOA_NLP@LT-EDI-ACL2022: An Ensemble Model for Hope Speech Detection from YouTube Comments ↗](https://aclanthology.org/2022.ltedi-1.31/)**Abhinav Kumar, Sunil Saumya, Pradeep Roy*12 citations*
15. **[CIC@LT-EDI-ACL2022: Are transformers the only hope? Hope speech detection for Spanish and English comments ↗](https://aclanthology.org/2022.ltedi-1.28/)**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 ↗](https://aclanthology.org/2022.ltedi-1.15/)**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 ↗](https://aclanthology.org/2022.ltedi-1.22/)**Praveenkumar Vijayakumar, Prathyush S, Aravind P et al.*11 citations*
18. **[UMUTeam@LT-EDI-ACL2022: Detecting homophobic and transphobic comments in Tamil ↗](https://aclanthology.org/2022.ltedi-1.16/)**José García-Díaz, Camilo Caparros-Laiz, Rafael Valencia-García*11 citations*
19. **[ABLIMET @LT-EDI-ACL2022: A Roberta based Approach for Homophobia/Transphobia Detection in Social Media ↗](https://aclanthology.org/2022.ltedi-1.19/)**Abulimiti Maimaitituoheti*10 citations*
20. **[IIITSurat@LT-EDI-ACL2022: Hope Speech Detection using Machine Learning ↗](https://aclanthology.org/2022.ltedi-1.13/)**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 ↗](https://aclanthology.org/2022.ltedi-1.50/)**Adarsh S, Betina Antony*10 citations*
22. **[bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments ↗](https://aclanthology.org/2022.ltedi-1.18/)**Vitthal Bhandari, Poonam Goyal*10 citations*
23. **[DepressionOne@LT-EDI-ACL2022: Using Machine Learning with SMOTE and Random UnderSampling to Detect Signs of Depression on Social Media Text. ↗](https://aclanthology.org/2022.ltedi-1.45/)**Suman Dowlagar, Radhika Mamidi*9 citations*
24. **[LPS@LT-EDI-ACL2022:An Ensemble Approach about Hope Speech Detection ↗](https://aclanthology.org/2022.ltedi-1.24/)**Yue Zhu*9 citations*
25. **[SSNCSE_NLP@LT-EDI-ACL2022: Homophobia/Transphobia Detection in Multiple Languages using SVM Classifiers and BERT-based Transformers ↗](https://aclanthology.org/2022.ltedi-1.34/)**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 ↗](https://aclanthology.org/2022.ltedi-1.47/)**Asha Hegde, Sharal Coelho, Ahmad Elyas Dashti et al.*8 citations*
27. **[Mind the data gap(s): Investigating power in speech and language datasets ↗](https://aclanthology.org/2022.ltedi-1.1/)**Nina Markl*8 citations*
28. **[NAYEL @LT-EDI-ACL2022: Homophobia/Transphobia Detection for Equality, Diversity, and Inclusion using SVM ↗](https://aclanthology.org/2022.ltedi-1.42/)**Nsrin Ashraf, Mohamed Taha, Ahmed Taha et al.*8 citations*
29. **[Behind the Mask: Demographic bias in name detection for PII masking ↗](https://aclanthology.org/2022.ltedi-1.10/)**Courtney Mansfield, Amandalynne Paullada, Kristen Howell*7 citations*
30. **[IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media comments ↗](https://aclanthology.org/2022.ltedi-1.55/)**Muskaan Singh, Petr Motlicek*7 citations*
31. **[IIT Dhanbad @LT-EDI-ACL2022- Hope Speech Detection for Equality, Diversity, and Inclusion ↗](https://aclanthology.org/2022.ltedi-1.32/)**Vishesh Gupta, Ritesh Kumar, Rajendra Pamula*7 citations*
32. **[SSN_MLRG3 @LT-EDI-ACL2022-Depression Detection System from Social Media Text using Transformer Models ↗](https://aclanthology.org/2022.ltedi-1.26/)**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 ↗](https://aclanthology.org/2022.ltedi-1.21/)**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 ↗](https://aclanthology.org/2022.ltedi-1.41/)**Filip Nilsson, György Kovács*6 citations*
35. **[IDIAP Submission@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text ↗](https://aclanthology.org/2022.ltedi-1.56/)**Muskaan Singh, Petr Motlicek*6 citations*
36. **[KUCST@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text ↗](https://aclanthology.org/2022.ltedi-1.35/)**Manex Agirrezabal, Janek Amann*6 citations*
37. **[SSN_MLRG1@LT-EDI-ACL2022: Multi-Class Classification using BERT models for Detecting Depression Signs from Social Media Text ↗](https://aclanthology.org/2022.ltedi-1.44/)**Karun Anantharaman, Angel S, Rajalakshmi Sivanaiah et al.*6 citations*
38. **[Sammaan@LT-EDI-ACL2022: Ensembled Transformers Against Homophobia and Transphobia ↗](https://aclanthology.org/2022.ltedi-1.39/)**Ishan Sanjeev Upadhyay, Kv Aditya Srivatsa, Radhika Mamidi*6 citations*
39. **[The Best of both Worlds: Dual Channel Language modeling for Hope Speech Detection in low-resourced Kannada ↗](https://aclanthology.org/2022.ltedi-1.14/)**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 ↗](https://aclanthology.org/2022.ltedi-1.27/)**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 ↗](https://aclanthology.org/2022.ltedi-1.53/)**Herbert Sharen, Ratnavel Rajalakshmi*5 citations*
42. **[LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide ↗](https://aclanthology.org/2022.ltedi-1.46/)**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 ↗](https://aclanthology.org/2022.ltedi-1.2/)**Anna Pillar, Kyrill Poelmans, Martha Larson*5 citations*
44. **[SSNCSE_NLP@LT-EDI-ACL2022:Hope Speech Detection for Equality, Diversity and Inclusion using sentence transformers ↗](https://aclanthology.org/2022.ltedi-1.30/)**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 Techniques](https://md.research.elamur.ai/free/en/papers/jha-2022-curaj-iiitdwd-lt-edi-acl/)**Vanshita Jha, Ankit Mishra, Sunil Saumya*4 citations · our summary*
46. **[Inferring Gender: A Scalable Methodology for Gender Detection with Online Lexical Databases ↗](https://aclanthology.org/2022.ltedi-1.7/)**Marion Bartl, Susan Leavy*4 citations*
47. **[giniUs @LT-EDI-ACL2022: Aasha: Transformers based Hope-EDI ↗](https://aclanthology.org/2022.ltedi-1.43/)**Basavraj Chinagundi, Harshul Surana*4 citations*
48. **[IDIAP_TIET@LT-EDI-ACL2022 : Hope Speech Detection in Social Media using Contextualized BERT with Attention Mechanism ↗](https://aclanthology.org/2022.ltedi-1.49/)**Deepanshu Khanna, Muskaan Singh, Petr Motlicek*3 citations*
49. **[SUH_ASR@LT-EDI-ACL2022: Transformer based Approach for Speech Recognition for Vulnerable Individuals in Tamil ↗](https://aclanthology.org/2022.ltedi-1.23/)**Suhasini S, Bharathi B*3 citations*
50. **[Using BERT Embeddings to Model Word Importance in Conversational Transcripts for Deaf and Hard of Hearing Users ↗](https://aclanthology.org/2022.ltedi-1.5/)**Akhter Al Amin, Saad Hassan, Cecilia Alm et al.*3 citations*
51. **[Detoxifying Language Models with a Toxic Corpus ↗](https://aclanthology.org/2022.ltedi-1.6/)**Yoona Park, Frank Rudzicz*2 citations*
52. **[Disambiguation of morpho-syntactic features of African American English – the case of habitual be](https://md.research.elamur.ai/free/en/papers/santiago-2022-disambiguation-morpho-syntactic-features-african/)**Harrison 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 ↗](https://aclanthology.org/2022.ltedi-1.33/)**Tanmay Basu*2 citations*
54. **[SSNCSE_NLP@LT-EDI-ACL2022: Speech Recognition for Vulnerable Individuals in Tamil using pre-trained XLSR models ↗](https://aclanthology.org/2022.ltedi-1.48/)**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 ↗](https://aclanthology.org/2022.ltedi-1.3/)**Jetske Adams, Kyrill Poelmans, Iris Hendrickx et al.*1 citation*
56. **[UMUTeam@LT-EDI-ACL2022: Detecting Signs of Depression from text ↗](https://aclanthology.org/2022.ltedi-1.17/)**José García-Díaz, Rafael Valencia-García*1 citation*
57. **[IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and Inclusion ↗](https://aclanthology.org/2022.ltedi-1.54/)**Muskaan Singh, Petr Motlicek
58. **[Monte Carlo Tree Search for Interpreting Stress in Natural Language ↗](https://aclanthology.org/2022.ltedi-1.12/)**Kyle Swanson, Joy Hsu, Mirac Suzgun
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