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Embedding Learning

3751 directly classified papers

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HyperMR: Hyperbolic Hypergraph Multi-hop Reasoning for Knowledge-based Visual Question Answering COLING 2024
VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval ACL 2024
RT-VQ2A2: Real Time Vector Quantized Question Answering with ASR COLING 2024
DM-BLI: Dynamic Multiple Subspaces Alignment for Unsupervised Bilingual Lexicon Induction ACL 2024
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings COLING 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search EMNLP 2024
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders ACL 2024
On the Language Encoder of Contrastive Cross-modal Models ACL 2024
SimLex-999 for Dutch COLING 2024
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024
Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels NIPS 2024
Learn from View Correlation: An Anchor Enhancement Strategy for Multi-view Clustering CVPR 2024
Answer is All You Need: Instruction-following Text Embedding via Answering the Question ACL 2024
Loki: Low-rank Keys for Efficient Sparse Attention NIPS 2024
Voices in a Crowd: Searching for clusters of unique perspectives EMNLP 2024
MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024
Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings ACL 2024
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024
Lexically Grounded Subword Segmentation EMNLP 2024
Pairwise-Label-Based Deep Incremental Hashing with Simultaneous Code Expansion AAAI 2024
VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks ACL 2024
Learning Geometry-Aware Representations for New Intent Discovery ACL 2024
AMenDeD: Modelling Concepts by Aligning Mentions, Definitions and Decontextualised Embeddings COLING 2024
Exploring Alignment in Shared Cross-lingual Spaces ACL 2024
Individuation in Neural Models with and without Visual Grounding EMNLP 2024