conftrace_

sentence embedding

502 papers

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Co-occurring keywords

contrastive learning (4032) semantic similarity (910) unsupervised learning (3264) representation learning (6206) text classification (6793) transfer learning (5449) semantic textual similarity (122) large language model (13587) word embedding (1764) text representation (528)

Papers

AlphaIntellect at SemEval-2024 Task 6: Detection of Hallucinations in Generated Text NAACL 2024
Semantic Compression for Word and Sentence Embeddings using Discrete Wavelet Transform ACL 2024
IRIT-Berger-Levrault at SemEval-2024: How Sensitive Sentence Embeddings are to Hallucinations? SEMEVAL 2024
LEALLA: Learning Lightweight Language-agnostic Sentence Embeddings with Knowledge Distillation EACL 2023
Are the Best Multilingual Document Embeddings simply Based on Sentence Embeddings? EACL 2023
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence ACL 2023
OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding EMNLP 2023
Noam Chomsky at SemEval-2023 Task 4: Hierarchical Similarity-aware Model for Human Value Detection SEMEVAL 2023
NLP-Titan at SemEval-2023 Task 6: Identification of Rhetorical Roles Using Sequential Sentence Classification SEMEVAL 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback ACL 2023
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations EMNLP 2023
C-STS: Conditional Semantic Textual Similarity EMNLP 2023
Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings EMNLP 2023
Syntax-guided Neural Module Distillation to Probe Compositionality in Sentence Embeddings EACL 2023
Exploration of Contrastive Learning Strategies toward more Robust Stance Detection ACL 2023
StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding EMNLP 2023
Contextualized Semantic Distance between Highly Overlapped Texts ACL 2023
SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives EMNLP 2023
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding ACL 2023
Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models EMNLP 2023
Investigating Semantic Subspaces of Transformer Sentence Embeddings through Linear Structural Probing EMNLP 2023
An Effective Deployment of Contrastive Learning in Multi-label Text Classification ACL 2023
Going Beyond Sentence Embeddings: A Token-Level Matching Algorithm for Calculating Semantic Textual Similarity ACL 2023
GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language Models EMNLP 2023
BERT Has More to Offer: BERT Layers Combination Yields Better Sentence Embeddings EMNLP 2023