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

UMUTeam@LT-EDI-ACL2022: Detecting homophobic and transphobic comments in Tamil ACL 2022
UMUTeam@LT-EDI-ACL2022: Detecting Signs of Depression from text ACL 2022
SCD: Self-Contrastive Decorrelation of Sentence Embeddings ACL 2022
BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles ACL 2022
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models ACL 2022
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval ACL 2022
PANDAS@Abusive Comment Detection in Tamil Code-Mixed Data Using Custom Embeddings with LaBSE ACL 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings NIPS 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts EMNLP 2022
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022
Unsupervised Term Extraction for Highly Technical Domains EMNLP 2022
Holistic Sentence Embeddings for Better Out-of-Distribution Detection EMNLP 2022
Semantic Similarity as a Window into Vector- and Graph-Based Metrics EMNLP 2022
BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning EMNLP 2022
Optimizing the weighted sequence alignment algorithm for large-scale text similarity computation AACL 2022
Evaluating Pre-Trained Sentence-BERT with Class Embeddings in Active Learning for Multi-Label Text Classification IJCNLP 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages EMNLP 2022
InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings EMNLP 2022
CANarEx: Contextually Aware Narrative Extraction for Semantically Rich Text-as-data Applications EMNLP 2022
Exploring Universal Sentence Encoders for Zero-shot Text Classification IJCNLP 2022
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection EMNLP 2022
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features IJCNLP 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations IJCNLP 2022
Reweighting Strategy Based on Synthetic Data Identification for Sentence Similarity COLING 2022