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Methodology
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Machine Learning
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Embedding Learning
3751 directly classified papers
Papers per year
2001: 2
2002: 1
2003: 2
2004: 1
2005: 2
2006: 8
2007: 6
2008: 7
2009: 13
2010: 14
2011: 17
2012: 19
2013: 39
2014: 35
2015: 58
2016: 85
2017: 230
2018: 340
2019: 515
2020: 474
2021: 426
2022: 364
2023: 328
2024: 361
2025: 336
2026: 68
Papers
USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation
CVPR 2024
Soft Knowledge Prompt: Help External Knowledge Become a Better Teacher to Instruct LLM in Knowledge-based VQA
ACL 2024
Fusing Personal and Environmental Cues for Identification and Segmentation of First-Person Camera Wearers in Third-Person Views
CVPR 2024
Combining Frame and GOP Embeddings for Neural Video Representation
CVPR 2024
Homophone2Vec: Embedding Space Analysis for Empirical Evaluation of Phonological and Semantic Similarity
ACL 2024
Story Embeddings — Narrative-Focused Representations of Fictional Stories
EMNLP 2024
OdiaGenAI’s Participation in WMT2024 English-to-Low Resource Multimodal Translation Task
EMNLP 2024
Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships
CVPR 2024
Deep Metric Learning With Chance Constraints
WACV 2024
TriCoLo: Trimodal Contrastive Loss for Text To Shape Retrieval
WACV 2024
DHMConv: Directed Hypergraph Momentum Convolution Framework
AISTATS 2024
Retrieval-Augmented Knowledge Integration into Language Models: A Survey
ACL 2024
Anonymization Through Substitution: Words vs Sentences
ACL 2024
GenGO: ACL Paper Explorer with Semantic Features
ACL 2024
RT-VQ2A2: Real Time Vector Quantized Question Answering with ASR
COLING 2024
HyperMR: Hyperbolic Hypergraph Multi-hop Reasoning for Knowledge-based Visual Question Answering
COLING 2024
SimLex-999 for Dutch
COLING 2024
Manipulating Embeddings of Stable Diffusion Prompts
IJCAI 2024
Improve Dense Passage Retrieval with Entailment Tuning
EMNLP 2024
A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction
COLING 2024
Enhancing High-order Interaction Awareness in LLM-based Recommender Model
EMNLP 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
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction
EMNLP 2024
Linking Judgement Text to Court Hearing Videos: UK Supreme Court as a Case Study
COLING 2024
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