Transfer Learning

Few-shot Image Generation via Adaptation-Aware Kernel Modulation NeurIPS 2022 Few-shot Query-Focused Summarization with Prefix-Merging EMNLP 2022 Finding the Dominant Winning Ticket in Pre-Trained Language Models ACL 2022 Fine-Grained Extraction and Classification of Skill Requirements in German-Speaking Job Ads EMNLP 2022 Fine-tuning pre-trained models for Automatic Speech Recognition, experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) ACL 2022 FLAVA: A Foundational Language and Vision Alignment Model CVPR 2022 Food for Thought: How can we exploit contextual embeddings in the translation of idiomatic expressions? EMNLP 2022 Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022 FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information EMNLP 2022 Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition EMNLP 2022 Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis AAAI 2022 From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models EMNLP 2022 From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization NAACL 2022 Frozen Pretrained Transformers as Universal Computation Engines AAAI 2022 Generalizable Person Re-identification via Self-Supervised Batch Norm Test-Time Adaption AAAI 2022 Generalized Category Discovery CVPR 2022 Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets ACL 2022 Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering AAAI 2022 GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech NeurIPS 2022 Geotagging Social Media Posts to Landmarks Using Hierarchical BERT (Student Abstract) AAAI 2022 G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks EMNLP 2022 GMU-WLV at TSAR-2022 Shared Task: Evaluating Lexical Simplification Models EMNLP 2022 GPS: Genetic Prompt Search for Efficient Few-Shot Learning EMNLP 2022 GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models ACL 2022 Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification CVPR 2022