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Papers
DANGNT-SGU at SemEval-2022 Task 11: Using Pre-trained Language Model for Complex Named Entity Recognition
SemEval 2022
Emotion Analysis of Writers and Readers of Japanese Tweets on Vaccinations
ACL 2022
HYU at SemEval-2022 Task 2: Effective Idiomaticity Detection with Consideration at Different Levels of Contextualization
SemEval 2022
Impact of Training Instance Selection on Domain-Specific Entity Extraction using BERT
NAACL 2022
RoChBert: Towards Robust BERT Fine-tuning for Chinese
EMNLP 2022
The Psychology of Semantic Spaces: Experiments with Positive Emotion (Student Abstract)
AAAI 2022
Towards Comprehensive Patent Approval Predictions:Beyond Traditional Document Classification
ACL 2022
ArSarcasm Shared Task: An Ensemble BERT Model for SarcasmDetection in Arabic Tweets
EACL 2021
Assessing Grammatical Correctness in Language Learning
EACL 2021
Capturing Covertly Toxic Speech via Crowdsourcing
EACL 2021
Multi-Emotion Classification for Song Lyrics
EACL 2021
Multi-Layer Random Perturbation Training for improving Model Generalization Efficiently
EMNLP 2021
Noise Stability Regularization for Improving BERT Fine-tuning
NAACL 2021
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines
ICLR 2021
Relation Classification with Cognitive Attention Supervision
NAACL 2021
Revisiting Few-sample BERT Fine-tuning
ICLR 2021
Zhestyatsky at SemEval-2021 Task 2: ReLU over Cosine Similarity for BERT Fine-tuning
SemEval 2021
Arabic Dialect Identification Using BERT Fine-Tuning
COLING 2020
Combining Fine-Tuning with a Feature-Based Approach for Aspect Extraction on Reviews (Student Abstract)
AAAI 2020
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT
ACL 2020
Fine-tuning BERT with Focus Words for Explanation Regeneration
COLING 2020
Investigating Learning Dynamics of BERT Fine-Tuning
AACL 2020
“Judge me by my size (noun), do you?” YodaLib: A Demographic-Aware Humor Generation Framework
COLING 2020
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers
EMNLP 2020
Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations
COLING 2020