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

Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022
Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference NAACL 2022
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages EMNLP 2022
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding SEMEVAL 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities ACL 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings NAACL 2022
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022
CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering NAACL 2022
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding NAACL 2022
InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings EMNLP 2022
BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning EMNLP 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022
Exploring Universal Sentence Encoders for Zero-shot Text Classification AACL 2022
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features AACL 2022
Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics NAACL 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding NAACL 2022
drsphelps at SemEval-2022 Task 2: Learning idiom representations using BERTRAM SEMEVAL 2022
Residue-Based Natural Language Adversarial Attack Detection NAACL 2022
LSX_team5 at SemEval-2022 Task 8: Multilingual News Article Similarity Assessment based on Word- and Sentence Mover’s Distance SEMEVAL 2022
A Computational Acquisition Model for Multimodal Word Categorization NAACL 2022
WueDevils at SemEval-2022 Task 8: Multilingual News Article Similarity via Pair-Wise Sentence Similarity Matrices SEMEVAL 2022
YNU-HPCC at SemEval-2022 Task 2: Representing Multilingual Idiomaticity based on Contrastive Learning SEMEVAL 2022
On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning NAACL 2022
Similarity-Based Content Scoring - How to Make S-BERT Keep Up With BERT NAACL 2022
Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts NAACL 2022