Papers
When is BERT Multilingual? Isolating Crucial Ingredients for Cross-lingual Transfer
Ameet Deshpande, Partha Talukdar, Karthik Narasimhan
When Polysemy Matters: Modeling Semantic Categorization with Word Embeddings
Elizabeth Soper, Jean-pierre Koenig
White-box Testing of NLP models with Mask Neuron Coverage
Arshdeep Sekhon, Yangfeng Ji, Matthew Dwyer et al.
Why Knowledge Distillation Amplifies Gender Bias and How to Mitigate from the Perspective of DistilBERT
Jaimeen Ahn, Hwaran Lee, Jinhwa Kim et al.
WiC = TSV = WSD: On the Equivalence of Three Semantic Tasks
Bradley Hauer, Grzegorz Kondrak
Wolfies at SemEval-2022 Task 8: Feature extraction pipeline with transformers for Multi-lingual news article similarity
Nikhil Goel, Ranjith Reddy Bommidi
Word-Label Alignment for Event Detection: A New Perspective via Optimal Transport
Amir Pouran Ben Veyseh, Thien Nguyen
Word-level Morpheme segmentation using Transformer neural network
Tsolmon Zundi, Chinbat Avaajargal
Word-order Typology in Multilingual BERT: A Case Study in Subordinate-Clause Detection
Dmitry Nikolaev, Sebastian Pado
Worst of Both Worlds: Biases Compound in Pre-trained Vision-and-Language Models
Tejas Srinivasan, Yonatan Bisk
WueDevils at SemEval-2022 Task 8: Multilingual News Article Similarity via Pair-Wise Sentence Similarity Matrices
Dirk Wangsadirdja, Felix Heinickel, Simon Trapp et al.
WWBP-SQT-lite: Multi-level Models and Difference Embeddings for Moments of Change Identification in Mental Health Forums
Adithya V Ganesan, Vasudha Varadarajan, Juhi Mittal et al.
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction
Yuwei Cao, William Groves, Tanay Kumar Saha et al.
X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection
Yaqian Han, Yekun Chai, Shuohuan Wang et al.
X-PuDu at SemEval-2022 Task 7: A Replaced Token Detection Task Pre-trained Model with Pattern-aware Ensembling for Identifying Plausible Clarifications
Junyuan Shang, Shuohuan Wang, Yu Sun et al.
Yes, No or IDK: The Challenge of Unanswerable Yes/No Questions
Elior Sulem, Jamaal Hay, Dan Roth
YMAI at SemEval-2022 Task 5: Detecting Misogyny in Memes using VisualBERT and MMBT MultiModal Pre-trained Models
Mohammad Habash, Yahya Daqour, Malak Abdullah et al.
YNU-HPCC at SemEval-2022 Task 2: Representing Multilingual Idiomaticity based on Contrastive Learning
Kuanghong Liu, Jin Wang, Xuejie Zhang
YNU-HPCC at SemEval-2022 Task 4: Finetuning Pretrained Language Models for Patronizing and Condescending Language Detection
Wenqiang Bai, Jin Wang, Xuejie Zhang
YNU-HPCC at SemEval-2022 Task 5: Multi-Modal and Multi-label Emotion Classification Based on LXMERT
Chao Han, Jin Wang, Xuejie Zhang
YNU-HPCC at SemEval-2022 Task 6: Transformer-based Model for Intended Sarcasm Detection in English and Arabic
Guangmin Zheng, Jin Wang, Xuejie Zhang
YNU-HPCC at SemEval-2022 Task 8: Transformer-based Ensemble Model for Multilingual News Article Similarity
Zihan Nai, Jin Wang, Xuejie Zhang
You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas
Haoran Li, Yangqiu Song, Lixin Fan