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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Adaptive Contrastive Knowledge Distillation for BERT Compression ACL 2023
UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language ACL 2023
Ideology Prediction from Scarce and Biased Supervision: Learn to Disregard the “What” and Focus on the “How”! ACL 2023
Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery ACL 2023
Improving Domain Generalization for Prompt-Aware Essay Scoring via Disentangled Representation Learning ACL 2023
Weighted Contrastive Learning With False Negative Control to Help Long-tailed Product Classification ACL 2023
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings ACL 2023
Learning from Children: Improving Image-Caption Pretraining via Curriculum ACL 2023
Masked Latent Semantic Modeling: an Efficient Pre-training Alternative to Masked Language Modeling ACL 2023
BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of Faithfulness Metrics ACL 2023
FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue ACL 2023
HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level ACL 2023
Disentangled Phonetic Representation for Chinese Spelling Correction ACL 2023
Exploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis ACL 2023
Structural Contrastive Pretraining for Cross-Lingual Comprehension ACL 2023
ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification ACL 2023
Improving Named Entity Recognition via Bridge-based Domain Adaptation ACL 2023
Enhancing Hierarchical Text Classification through Knowledge Graph Integration ACL 2023
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection ACL 2023
Numeric Magnitude Comparison Effects in Large Language Models ACL 2023
Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity ACL 2023
Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization ACL 2023
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints ACL 2023
Controlled Text Generation with Hidden Representation Transformations ACL 2023
Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023