Transfer Learning

Efficient Constituency Tree based Encoding for Natural Language to Bash Translation NAACL 2022 Efficient Hierarchical Domain Adaptation for Pretrained Language Models NAACL 2022 Efficient learning of nonlinear prediction models with time-series privileged information NeurIPS 2022 Elastic-Link for Binarized Neural Networks AAAI 2022 ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL 2022 EMBEDDIA at SemEval-2022 Task 8: Investigating Sentence, Image, and Knowledge Graph Representations for Multilingual News Article Similarity SemEval 2022 End-to-end model for named entity recognition from speech without paired training data Interspeech 2022 End-to-End Speech Translation of Arabic to English Broadcast News EMNLP 2022 Enhancing Automatic Readability Assessment with Pre-training and Soft Labels for Ordinal Regression EMNLP 2022 Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs COLING 2022 Enhancing Tabular Reasoning with Pattern Exploiting Training AACL 2022 eTranslation’s Submissions to the WMT22 General Machine Translation Task EMNLP 2022 Evaluating Word Embeddings in Extremely Under-Resourced Languages: A Case Study in Bribri COLING 2022 Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation ACL 2022 Explainable Planner Selection for Classical Planning AAAI 2022 Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022 Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien EMNLP 2022 Exploring Multimodal Features and Fusion Strategies for Analyzing Disaster Tweets COLING 2022 Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022 Extracting a Knowledge Base of COVID-19 Events from Social Media COLING 2022 Extractive Knowledge Distillation WACV 2022 FedAvg with Fine Tuning: Local Updates Lead to Representation Learning NeurIPS 2022 FedSoft: Soft Clustered Federated Learning with Proximal Local Updating AAAI 2022 Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022 Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings ACL 2022