text embedding

Leveraging Large Language Models for Conversational Multi-Doc Question Answering: The First Place of WSDM Cup 2024 ACL 2025 Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection AAAI 2025 Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models EMNLP 2025 Little Giants: Synthesizing High-Quality Embedding Data at Scale NAACL 2025 Making Text Embedders Few-Shot Learners ICLR 2025 Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models ACL 2025 MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval NAACL 2025 Mind the Gap: Gender-based Differences in Occupational Embeddings ACL 2025 Misalignment Attack on Text-to-Image Models via Text Embedding Optimization and Inversion EMNLP 2025 MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025 MMTEB: Massive Multilingual Text Embedding Benchmark ICLR 2025 MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training WACV 2025 Multimodal and Multitask Learning for Predicting Multiple Scores in L2 English Speech Interspeech 2025 Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation ICLR 2025 NCLTeam at SemEval-2025 Task 10: Enhancing Multilingual, multi-class, and Multi-Label Document Classification via Contrastive Learning Augmented Cascaded UNet and Embedding based Approaches SemEval 2025 Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings ACL 2025 Nota AI at GenAI Detection Task 1: Unseen Language-Aware Detection System for Multilingual Machine-Generated Text COLING 2025 NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models ICLR 2025 On the Correspondence between the Squared Norm and Information Content in Text Embeddings EMNLP 2025 Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025 ParsiPy: NLP Toolkit for Historical Persian Texts in Python NAACL 2025 PRALEKHA: Cross-Lingual Document Alignment for Indic Languages IJCNLP 2025 Pretraining Context Compressor for Large Language Models with Embedding-Based Memory ACL 2025 PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ACL 2025 Randomly Removing 50% of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks EMNLP 2025