Pretraining

ExpertPLM: Pre-training Expert Representation for Expert Finding EMNLP 2022 Explainability Guided COVID-19 Detection in CT Scans MIDL 2022 Explainability Via Causal Self-Talk NeurIPS 2022 Exploring Capabilities of Monolingual Audio Transformers using Large Datasets in Automatic Speech Recognition of Czech Interspeech 2022 Exploring the influence of fine-tuning data on wav2vec 2.0 model for blind speech quality prediction Interspeech 2022 Exploring the Limits of Large Scale Pre-training ICLR 2022 FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization NAACL 2022 FILIP: Fine-grained Interactive Language-Image Pre-Training ICLR 2022 Finding Structural Knowledge in Multimodal-BERT ACL 2022 Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models EMNLP 2022 Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport IJCAI 2022 FLAVA: A Foundational Language and Vision Alignment Model CVPR 2022 FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining ACL 2022 FP-DETR: Detection Transformer Advanced by Fully Pre-training ICLR 2022 Frozen Pretrained Transformers as Universal Computation Engines AAAI 2022 GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection AAAI 2022 GenCompareSum: a hybrid unsupervised summarization method using salience ACL 2022 Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering AAAI 2022 Generative Approach for Gender-Rewriting Task with ArabicT5 EMNLP 2022 Generative Pretraining for Paraphrase Evaluation ACL 2022 Generative Prompt Tuning for Relation Classification EMNLP 2022 GeoEngine: A Platform for Production-Ready Geospatial Research CVPR 2022 GlossReader at LSCDiscovery: Train to Select a Proper Gloss in English – Discover Lexical Semantic Change in Spanish ACL 2022 Graph-to-Text Generation with Dynamic Structure Pruning COLING 2022 GRASP: Guiding Model with RelAtional Semantics Using Prompt for Dialogue Relation Extraction COLING 2022