Embedding Learning

AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings EMNLP 2024 Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem NeurIPS 2024 ALIGN-SIM: A Task-Free Test Bed for Evaluating and Interpreting Sentence Embeddings through Semantic Similarity Alignment EMNLP 2024 AMenDeD: Modelling Concepts by Aligning Mentions, Definitions and Decontextualised Embeddings COLING 2024 A Multi-Task Embedder For Retrieval Augmented LLMs ACL 2024 Analysis of Using Sigmoid Loss for Contrastive Learning AISTATS 2024 Analyzing Pokémon and Mario Streamers’ Twitch Chat with LLM-based User Embeddings EMNLP 2024 An Asymptotic Study of Discriminant and Vote-Averaging Schemes for Randomly-Projected Linear Discriminants JMLR 2024 Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024 An Empirical Comparison of Vocabulary Expansion and Initialization Approaches For Language Models CoNLL 2024 An End-To-End Graph Attention Network Hashing for Cross-Modal Retrieval NeurIPS 2024 A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks EMNLP 2024 An Impossibility Theorem for Node Embedding AISTATS 2024 Anna Karenina Strikes Again: Pre-Trained LLM Embeddings May Favor High-Performing Learners NAACL 2024 AnnoPlot: Interactive Visualizations of Text Annotations EACL 2024 Anonymization Through Substitution: Words vs Sentences ACL 2024 Answer is All You Need: Instruction-following Text Embedding via Answering the Question ACL 2024 AoE: Angle-optimized Embeddings for Semantic Textual Similarity ACL 2024 Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval IJCAI 2024 A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection ACL 2024 A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction COLING 2024 A Single Vector Is Not Enough: Taxonomy Expansion via Box Embeddings (Extended Abstract) IJCAI 2024 ASOS at KSAA-CAD 2024: One Embedding is All You Need for Your Dictionary ACL 2024 A Statistical Experimental Design Method for Constructing Deterministic Sensing Matrices for Compressed Sensing JMLR 2024 Audio Fingerprinting with Holographic Reduced Representations Interspeech 2024