conftrace_

text embedding

298 papers

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large language model (13587) contrastive learning (4032) representation learning (6206) information retrieval (1514) semantic similarity (910) text classification (6793) zero-shot learning (3650) diffusion model (3751) domain adaptation (4595) language model (4599)

Papers

PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026
Synthetic Data Fine-Tuning for Effective Team Formation in Enterprises EACL 2026
Measuring Idiomaticity in Text Embedding Models with epsilon-compositionality EACL 2026
MMLabUIT at CoMeDiShared Task: Text Embedding Techniques versus Generation-Based NLI for Median Judgment Classification COLING 2025
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation ICCV 2025
Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations AAAI 2025
On the Correspondence between the Squared Norm and Information Content in Text Embeddings EMNLP 2025
Large Language Models Are Overparameterized Text Encoders NAACL 2025
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025
FaMTEB: Massive Text Embedding Benchmark in Persian Language EMNLP 2025
TeCoFeS: Text Column Featurization using Semantic Analysis NAACL 2025
Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks NAACL 2025
Enhancing Retrieval for ESGLLM via ESG-CID: A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS ACL 2025
Enhancing Lexicon-Based Text Embeddings with Large Language Models ACL 2025
GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025
Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models ACL 2025
Language Models are Universal Embedders ACL 2025
Do We Really Need All Those Dimensions? An Intrinsic Evaluation Framework for Compressed Embeddings EMNLP 2025
Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models EMNLP 2025
Conan-Embedding-v2: Training an LLM from Scratch for Text Embeddings EMNLP 2025
Length-Induced Embedding Collapse in PLM-based Models ACL 2025
Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025
Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025
When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity EMNLP 2025
Nota AI at GenAI Detection Task 1: Unseen Language-Aware Detection System for Multilingual Machine-Generated Text COLING 2025