conftrace_

pretrained model

292 papers

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transfer learning (5449) multimodal learning (4645) text classification (6793) representation learning (6206) self-supervised learning (3777) pre-trained model (412) automatic speech recognition (1774) image classification (1944) pretrained language model (1030) low-resource language (2273)

Papers

R2D2 at SemEval-2022 Task 5: Attention is only as good as its Values! A multimodal system for identifying misogynist memes NAACL 2022
YMAI at SemEval-2022 Task 5: Detecting Misogyny in Memes using VisualBERT and MMBT MultiModal Pre-trained Models NAACL 2022
HW-TSC at SemEval-2022 Task 7: Ensemble Model Based on Pretrained Models for Identifying Plausible Clarifications NAACL 2022
ITNLP2022 at SemEval-2022 Task 8: Pre-trained Model with Data Augmentation and Voting for Multilingual News Similarity NAACL 2022
SRCB at SemEval-2022 Task 5: Pretraining Based Image to Text Late Sequential Fusion System for Multimodal Misogynous Meme Identification NAACL 2022
UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification NAACL 2022
TeamOtter at SemEval-2022 Task 5: Detecting Misogynistic Content in Multimodal Memes NAACL 2022
Adaptive multilingual speech recognition with pretrained models INTERSPEECH 2022
Language-specific Characteristic Assistance for Code-switching Speech Recognition INTERSPEECH 2022
Investigation of Ensemble features of Self-Supervised Pretrained Models for Automatic Speech Recognition INTERSPEECH 2022
Automatic Prosody Annotation with Pre-Trained Text-Speech Model INTERSPEECH 2022
Comparison of Models for Detecting Off-Putting Speaking Styles INTERSPEECH 2022
Learning neural audio features without supervision INTERSPEECH 2022
Fine-tuning and Sampling Strategies for Multimodal Role Labeling of Entities under Class Imbalance ACL 2022
Psycholinguistic Diagnosis of Language Models’ Commonsense Reasoning ACL 2022
DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers ACL 2022
BPHC@DravidianLangTech-ACL2022-A comparative analysis of classical and pre-trained models for troll meme classification in Tamil ACL 2022
OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages ACL 2022
Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks ACL 2022
Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared Knowledge ACL 2022
Less Descriptive yet Discriminative: Quantifying the Properties of Multimodal Referring Utterances via CLIP ACL 2022
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena ACL 2022
Effective combination of pretrained models - KIT@IWSLT2022 ACL 2022
Parameter-Efficient Tuning Makes a Good Classification Head EMNLP 2022
Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion EMNLP 2022