Representation Learning

Semantic Training Signals Promote Hierarchical Syntactic Generalization in Transformers EMNLP 2024 Semformer: Transformer Language Models with Semantic Planning EMNLP 2024 Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph NeurIPS 2024 Semiparametric Token-Sequence Co-Supervision ACL 2024 Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection NAACL 2024 Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency ECCV 2024 Semi-Supervised Spoken Language Glossification ACL 2024 SentenceLDA: Discriminative and Robust Document Representation with Sentence Level Topic Model EACL 2024 Sentence-level Media Bias Analysis with Event Relation Graph NAACL 2024 Sentence-level Prompts Benefit Composed Image Retrieval ICLR 2024 Sentence Representations via Gaussian Embedding EACL 2024 SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual Similarity COLING 2024 Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation NeurIPS 2024 Separating common from salient patterns with Contrastive Representation Learning ICLR 2024 Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language CVPR 2024 SepVAE: a contrastive VAE to separate pathological patterns from healthy ones MIDL 2024 Sequence Shortening for Context-Aware Machine Translation EACL 2024 Sequential and Repetitive Pattern Learning for Temporal Knowledge Graph Reasoning COLING 2024 Sequential Disentanglement by Extracting Static Information From A Single Sequence Element ICML 2024 Sequential Modeling Enables Scalable Learning for Large Vision Models CVPR 2024 Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks NeurIPS 2024 Serialized Output Training by Learned Dominance Interspeech 2024 Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation NAACL 2024 Set-based Neural Network Encoding Without Weight Tying NeurIPS 2024 Set Prediction Guided by Semantic Concepts for Diverse Video Captioning AAAI 2024