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

Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction EMNLP 2024
ALIGN-SIM: A Task-Free Test Bed for Evaluating and Interpreting Sentence Embeddings through Semantic Similarity Alignment EMNLP 2024
Are there identifiable structural parts in the sentence embedding whole? EMNLP 2024
Words That Stick: Using Keyword Cohesion to Improve Text Segmentation EMNLP 2024
chrF-S: Semantics Is All You Need EMNLP 2024
NLP-LISAC at SemEval-2024 Task 1: Transformer-based approaches for Determining Semantic Textual Relatedness SEMEVAL 2024
SumCSE: Summary as a transformation for Contrastive Learning NAACL 2024
TECHSSN at SemEval-2024 Task 1: Multilingual Analysis for Semantic Textual Relatedness using Boosted Transformer Models SEMEVAL 2024
Tracking linguistic information in transformer-based sentence embeddings through targeted sparsification ACL 2024
AlphaIntellect at SemEval-2024 Task 6: Detection of Hallucinations in Generated Text NAACL 2024
BITS Pilani at SemEval-2024 Task 1: Using text-embedding-3-large and LaBSE embeddings for Semantic Textual Relatedness SEMEVAL 2024
AlphaIntellect at SemEval-2024 Task 6: Detection of Hallucinations in Generated Text SEMEVAL 2024
MTNLP-IIITH: Machine Translation for Low-Resource Indic Languages EMNLP 2024
On the Language Encoder of Contrastive Cross-modal Models ACL 2024
GIL-IIMAS UNAM at SemEval-2024 Task 1: SAND: An In Depth Analysis of Semantic Relatedness Using Regression and Similarity Characteristics NAACL 2024
GIL-IIMAS UNAM at SemEval-2024 Task 1: SAND: An In Depth Analysis of Semantic Relatedness Using Regression and Similarity Characteristics SEMEVAL 2024
All-Mpnet at SemEval-2024 Task 1: Application of Mpnet for Evaluating Semantic Textual Relatedness SEMEVAL 2024
Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings COLING 2024
Some Like It Small: Czech Semantic Embedding Models for Industry Applications AAAI 2024
MBZUAI-UNAM at SemEval-2024 Task 1: Sentence-CROBI, a Simple Cross-Bi-Encoder-Based Neural Network Architecture for Semantic Textual Relatedness SEMEVAL 2024
Words That Stick: Using Keyword Cohesion to Improve Text Segmentation CONLL 2024
YSP at SemEval-2024 Task 1: Enhancing Sentence Relatedness Assessment using Siamese Networks NAACL 2024
Team AT at SemEval-2024 Task 8: Machine-Generated Text Detection with Semantic Embeddings NAACL 2024
Approximate Attributions for Off-the-Shelf Siamese Transformers EACL 2024
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning NAACL 2024