conftrace_

pre-trained model

412 papers

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PTM

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transfer learning (5449) text classification (6793) pre-trained language model (1515) domain adaptation (4595) language model (4599) multimodal learning (4645) representation learning (6206) continual learning (1181) machine translation (2499) pretrained model (292)

Papers

DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation EACL 2023
PEIT: Bridging the Modality Gap with Pre-trained Models for End-to-End Image Translation ACL 2023
Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition EMNLP 2023
Towards Fine-tuning Pre-trained Language Models with Integer Forward and Backward Propagation EACL 2023
LSJSP at SemEval-2023 Task 2: FTBC: A FastText based framework with pre-trained BERT for NER SEMEVAL 2023
Enhancing Spanish-Quechua Machine Translation with Pre-Trained Models and Diverse Data Sources: LCT-EHU at AmericasNLP Shared Task ACL 2023
VLN-PETL: Parameter-Efficient Transfer Learning for Vision-and-Language Navigation ICCV 2023
Guided Recommendation for Model Fine-Tuning CVPR 2023
Chinese Text Recognition with A Pre-Trained CLIP-Like Model Through Image-IDS Aligning ICCV 2023
Supervised Contrastive Learning with Nearest Neighbor Search for Speech Emotion Recognition INTERSPEECH 2023
Foul at SemEval-2023 Task 12: MARBERT Language model and lexical filtering for sentiments analysis of tweets in Algerian Arabic SEMEVAL 2023
Learning Neural Eigenfunctions for Unsupervised Semantic Segmentation ICCV 2023
Domain Adaptive Self-supervised Training of Automatic Speech Recognition INTERSPEECH 2023
Leveraging Synthetic Targets for Machine Translation ACL 2023
Efficiently Robustify Pre-Trained Models ICCV 2023
Contextualizing the Limits of Model & Evaluation Dataset Curation on Semantic Similarity Classification Tasks EMNLP 2023
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization EMNLP 2023
POUF: Prompt-Oriented Unsupervised Fine-tuning for Large Pre-trained Models ICML 2023
Adaptive Textual Label Noise Learning based on Pre-trained Models EMNLP 2023
Scaling Laws for Discriminative Speech Recognition Rescoring Models INTERSPEECH 2023
FinEntity: Entity-level Sentiment Classification for Financial Texts EMNLP 2023
MARBLE: Music Audio Representation Benchmark for Universal Evaluation NIPS 2023
Uncovering and Quantifying Social Biases in Code Generation NIPS 2023
Improving Under-Resourced Code-Switched Speech Recognition: Large Pre-trained Models or Architectural Interventions INTERSPEECH 2023
Learning Sample Difficulty from Pre-trained Models for Reliable Prediction NIPS 2023