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Representation Learning

2843 directly classified papers

Papers per year

Papers

HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models ACL 2023
EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata ACL 2023
Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond WACV 2023
Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network ACL 2023
Revisiting Sentence Union Generation as a Testbed for Text Consolidation ACL 2023
Visually-Enhanced Phrase Understanding ACL 2023
Unified Coarse-to-Fine Alignment for Video-Text Retrieval ICCV 2023
Online Prototype Learning for Online Continual Learning ICCV 2023
The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot Image Generation ICCV 2023
Parametric Information Maximization for Generalized Category Discovery ICCV 2023
BT^2: Backward-compatible Training with Basis Transformation ICCV 2023
Ordinal Label Distribution Learning ICCV 2023
SAFL-Net: Semantic-Agnostic Feature Learning Network with Auxiliary Plugins for Image Manipulation Detection ICCV 2023
Approximating CKY with Transformers EMNLP 2023
Rethinking the Construction of Effective Metrics for Understanding the Mechanisms of Pretrained Language Models EMNLP 2023
COMET-M: Reasoning about Multiple Events in Complex Sentences EMNLP 2023
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023
Uniform Complexity for Text Generation EMNLP 2023
Learn Your Tokens: Word-Pooled Tokenization for Language Modeling EMNLP 2023
Analysis of Style-Shifting on Social Media: Using Neural Language Model Conditioned by Social Meanings EMNLP 2023
Impact of Co-occurrence on Factual Knowledge of Large Language Models EMNLP 2023
Unmasking the Hidden Meaning: Bridging Implicit and Explicit Hate Speech Embedding Representations EMNLP 2023
Efficient Continue Training of Temporal Language Model with Structural Information EMNLP 2023
From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction EMNLP 2023
Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks CVPR 2023