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

Don’t Reinvent the Wheel: Efficient Instruction-Following Text Embedding based on Guided Space Transformation ACL 2025
Leveraging a Cognitive Model to Measure Subjective Similarity of Human and GPT-4 Written Content CONLL 2024
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction NIPS 2024
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe NIPS 2024
Answer is All You Need: Instruction-following Text Embedding via Answering the Question ACL 2024
Meta-Task Prompting Elicits Embeddings from Large Language Models ACL 2024
MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot EMNLP 2024
Dual-View Whitening on Pre-trained Text Embeddings for Sequential Recommendation AAAI 2024
Text Mining at SemEval-2024 Task 1: Evaluating Semantic Textual Relatedness in Low-resource Languages using Various Embedding Methods and Machine Learning Regression Models SEMEVAL 2024
HW-TSC 2024 Submission for the SemEval-2024 Task 1: Semantic Textual Relatedness (STR) SEMEVAL 2024
AnnoPlot: Interactive Visualizations of Text Annotations EACL 2024
Improving Text Embeddings with Large Language Models ACL 2024
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024
CausalCite: A Causal Formulation of Paper Citations ACL 2024
Transferable Embedding Inversion Attack: Uncovering Privacy Risks in Text Embeddings without Model Queries ACL 2024
Anonymization Through Substitution: Words vs Sentences ACL 2024
AoE: Angle-optimized Embeddings for Semantic Textual Similarity ACL 2024
NU at WASSA 2024 Empathy and Personality Shared Task: Enhancing Personality Predictions with Knowledge Graphs; A Graphical Neural Network and LightGBM Ensemble Approach ACL 2024
Greenback Bears and Fiscal Hawks: Finance is a Jungle and Text Embeddings Must Adapt EMNLP 2024
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP EMNLP 2024
MAIR: A Massive Benchmark for Evaluating Instructed Retrieval EMNLP 2024
Story Embeddings — Narrative-Focused Representations of Fictional Stories EMNLP 2024
Learning Spatially-Aware Language and Audio Embeddings NIPS 2024
On Affine Homotopy between Language Encoders NIPS 2024
Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning NIPS 2024