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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

Unmasking the Hidden Meaning: Bridging Implicit and Explicit Hate Speech Embedding Representations EMNLP 2023
Literary Intertextual Semantic Change Detection: Application and Motivation for Evaluating Models on Small Corpora EMNLP 2023
Evaluating Transformer’s Ability to Learn Mildly Context-Sensitive Languages EMNLP 2023
Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning ICML 2023
Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition ACL 2023
Layer-wise Fusion with Modality Independence Modeling for Multi-modal Emotion Recognition ACL 2023
Using Collostructional Analysis to evaluate BERT’s representation of linguistic constructions ACL 2023
Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation AISTATS 2023
Disentangling Text Representation With Counter-Template For Unsupervised Opinion Summarization ACL 2023
Contrastive Learning of Sociopragmatic Meaning in Social Media ACL 2023
Entity Contrastive Learning in a Large-Scale Virtual Assistant System ACL 2023
Composition-contrastive Learning for Sentence Embeddings ACL 2023
ContraCLM: Contrastive Learning For Causal Language Model ACL 2023
PMAES: Prompt-mapping Contrastive Learning for Cross-prompt Automated Essay Scoring ACL 2023
Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition ACL 2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives ACL 2023
Typo-Robust Representation Learning for Dense Retrieval ACL 2023
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval ACL 2023
Estimating Conditional Average Treatment Effects with Missing Treatment Information AISTATS 2023
University at Buffalo at SemEval-2023 Task 11: MASDA–Modelling Annotator Sensibilities through DisAggregation ACL 2023
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding ACL 2023
RHO: Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding ACL 2023
Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction ACL 2023
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning ACL 2023
MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition ACL 2023