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Representation Learning

4516 directly classified papers

Papers per year

Papers

Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering ICML 2023
Swap and Predict – Predicting the Semantic Changes in Words across Corpora by Context Swapping EMNLP 2023
Semi-Structured Object Sequence Encoders EMNLP 2023
Unmasking the Hidden Meaning: Bridging Implicit and Explicit Hate Speech Embedding Representations EMNLP 2023
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression ICML 2023
Topic-DPR: Topic-based Prompts for Dense Passage Retrieval EMNLP 2023
DeltaScore: Fine-Grained Story Evaluation with Perturbations EMNLP 2023
Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023
Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries EMNLP 2023
Non-parallel Accent Transfer based on Fine-grained Controllable Accent Modelling EMNLP 2023
RobustEmbed: Robust Sentence Embeddings Using Self-Supervised Contrastive Pre-Training EMNLP 2023
IndiSocialFT: Multilingual Word Representation for Indian languages in code-mixed environment EMNLP 2023
Improving Contrastive Learning of Sentence Embeddings with Focal InfoNCE EMNLP 2023
Take Your Model Further: A General Post-refinement Network for Light Field Disparity Estimation via BadPix Correction AAAI 2023
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models EMNLP 2023
One Is All: Bridging the Gap between Neural Radiance Fields Architectures with Progressive Volume Distillation AAAI 2023
Scene-Level Sketch-Based Image Retrieval with Minimal Pairwise Supervision AAAI 2023
RAFaRe: Learning Robust and Accurate Non-parametric 3D Face Reconstruction from Pseudo 2D&3D Pairs AAAI 2023
Store and Fetch Immediately: Everything Is All You Need for Space-Time Video Super-resolution AAAI 2023
High-Resolution Iterative Feedback Network for Camouflaged Object Detection AAAI 2023
Leveraging Sub-class Discimination for Compositional Zero-Shot Learning AAAI 2023
Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning AAAI 2023
dugMatting: Decomposed-Uncertainty-Guided Matting ICML 2023
Understanding Translationese in Cross-Lingual Summarization EMNLP 2023
CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation EMNLP 2023