conftrace_

text encoder

75 papers

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contrastive learning (4032) vision-language model (2348) transfer learning (5449) multimodal learning (4645) zero-shot learning (3650) large language model (13587) text classification (6793) diffusion model (3751) text-to-image generation (587) knowledge distillation (3725)

Papers

Improving Grammatical Error Correction with Multimodal Feature Integration ACL 2023
Text encoders bottleneck compositionality in contrastive vision-language models EMNLP 2023
UniMath: A Foundational and Multimodal Mathematical Reasoner EMNLP 2023
An Inverse Scaling Law for CLIP Training NIPS 2023
Chain-of-Thought Embeddings for Stance Detection on Social Media EMNLP 2023
On the Difference of BERT-style and CLIP-style Text Encoders ACL 2023
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification ACL 2022
Few-shot initializing of Active Learner via Meta-Learning EMNLP 2022
Fair NLP Models with Differentially Private Text Encoders EMNLP 2022
Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions NAACL 2022
Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention EMNLP 2022
Learning Disentangled Textual Representations via Statistical Measures of Similarity ACL 2022
Exploring linguistic feature and model combination for speech recognition based automatic AD detection INTERSPEECH 2022
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs EMNLP 2022
Randomized Deep Structured Prediction for Discourse-Level Processing EACL 2021
Joint Energy-based Model Training for Better Calibrated Natural Language Understanding Models EACL 2021
Talk, Don’t Write: A Study of Direct Speech-Based Image Retrieval INTERSPEECH 2021
BioELECTRA:Pretrained Biomedical text Encoder using Discriminators NAACL 2021
NTU_NLP at SemEval-2020 Task 12: Identifying Offensive Tweets Using Hierarchical Multi-Task Learning Approach SEMEVAL 2020
Which *BERT? A Survey Organizing Contextualized Encoders EMNLP 2020
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations EMNLP 2020
NTU_NLP at SemEval-2020 Task 12: Identifying Offensive Tweets Using Hierarchical Multi-Task Learning Approach COLING 2020
A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle ACL 2020
NeuralClassifier: An Open-source Neural Hierarchical Multi-label Text Classification Toolkit ACL 2019
WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference ACL 2019