conftrace_

downstream task

177 papers

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Co-occurring keywords

representation learning (6206) transfer learning (5449) self-supervised learning (3777) large language model (13587) language model (4599) contrastive learning (4032) pretrained language model (1030) reinforcement learning (4352) knowledge distillation (3725) pre-trained model (412)

Papers

MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization EMNLP 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix EMNLP 2023
Neuro-Symbolic Sentiment Analysis with Dynamic Word Sense Disambiguation EMNLP 2023
CompleQA: Benchmarking the Impacts of Knowledge Graph Completion Methods on Question Answering EMNLP 2023
On the Impact of Cross-Domain Data on German Language Models EMNLP 2023
Learning To Exploit the Sequence-Specific Prior Knowledge for Image Processing Pipelines Optimization CVPR 2023
Token Boosting for Robust Self-Supervised Visual Transformer Pre-Training CVPR 2023
Blessing of Class Diversity in Pre-training AISTATS 2023
Task-Aware Self-Supervised Framework for Dialogue Discourse Parsing EMNLP 2023
On Separate Normalization in Self-supervised Transformers NIPS 2023
ViM: Vision Middleware for Unified Downstream Transferring ICCV 2023
SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding ICCV 2023
Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss INTERSPEECH 2023
Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? INTERSPEECH 2023
Downstream Datasets Make Surprisingly Good Pretraining Corpora ACL 2023
Extrinsic Evaluation of Machine Translation Metrics ACL 2023
Data-Efficient French Language Modeling with CamemBERTa ACL 2023
Effects of sub-word segmentation on performance of transformer language models EMNLP 2023
Data Similarity is Not Enough to Explain Language Model Performance EMNLP 2023
Guided Recommendation for Model Fine-Tuning CVPR 2023
Masked Image Modeling With Local Multi-Scale Reconstruction CVPR 2023
On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks NIPS 2023
Better with Less: A Data-Active Perspective on Pre-Training Graph Neural Networks NIPS 2023
TaskMet: Task-driven Metric Learning for Model Learning NIPS 2023
SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations ACL 2023