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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Conan-Embedding-v2: Training an LLM from Scratch for Text Embeddings EMNLP 2025
Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data EMNLP 2025
iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models EMNLP 2025
LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025
Length-Induced Embedding Collapse in PLM-based Models ACL 2025
Statistical Inference of Random Graphs With a Surrogate Likelihood Function JMLR 2025
ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025
Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025
Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment EMNLP 2025
Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025
Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025
Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training ACL 2025
Hildoc: Leveraging Hilbert Curve Representation for Accurate and Efficient Document Retrieval IJCNLP 2025
Attribute Association Driven Multi-Task Learning for Session-based Recommendation IJCAI 2025
Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025
Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025
TriEmbed: Bridge the Gap between Text and Token Indices with Embedding Reparameterization ACL 2025
Endogenous Recovery via Within-modality Prototypes for Incomplete Multimodal Hashing IJCAI 2025
Embeddings for Numerical Features Using tanh Activation ACL 2025
g3D-LF: Generalizable 3D-Language Feature Fields for Embodied Tasks CVPR 2025
Omni-ID: Holistic Identity Representation Designed for Generative Tasks CVPR 2025
Character-Aware English-to-Japanese Translation of Fictional Dialogue Using Speaker Embeddings and Back-Translation EMNLP 2025
SALE-MLP: Structure Aware Latent Embeddings for GNN to Graph-free MLP Distillation IJCAI 2025
SCV: Light and Effective Multi-Vector Retrieval with Sequence Compressive Vectors COLING 2025