Transfer Learning

Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023 AutoLabel: CLIP-Based Framework for Open-Set Video Domain Adaptation CVPR 2023 Automatic Evaluation and Analysis of Idioms in Neural Machine Translation EACL 2023 AVATAR: A Parallel Corpus for Java-Python Program Translation ACL 2023 Balancing the Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer ACL 2023 BA-SOT: Boundary-Aware Serialized Output Training for Multi-Talker ASR Interspeech 2023 Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks NeurIPS 2023 Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models NeurIPS 2023 BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023 Better Generalized Few-Shot Learning Even without Base Data AAAI 2023 Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages ACL 2023 Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training ACL 2023 Biomedical Document Classification with Literature Graph Representations of Bibliographies and Entities ACL 2023 Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation EMNLP 2023 BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting ACL 2023 Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models EMNLP 2023 Bootstrapping Vision-Language Learning with Decoupled Language Pre-training NeurIPS 2023 BpHigh at SemEval-2023 Task 7: Can Fine-tuned Cross-encoders Outperform GPT-3.5 in NLI Tasks on Clinical Trial Data? SemEval 2023 Brain encoding models based on multimodal transformers can transfer across language and vision NeurIPS 2023 BUT Systems for IWSLT 2023 Marathi - Hindi Low Resource Speech Translation Task ACL 2023 Byte-Level Grammatical Error Correction Using Synthetic and Curated Corpora ACL 2023 CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention AAAI 2023 Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023 CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion EMNLP 2023 Cascaded encoders for fine-tuning ASR models on overlapped speech Interspeech 2023