sentence representation

Role of Context in Unsupervised Sentence Representation Learning: the Case of Dialog Act Modeling EMNLP 2023 The Locality and Symmetry of Positional Encodings EMNLP 2023 What Makes Sentences Semantically Related? A Textual Relatedness Dataset and Empirical Study EACL 2023 A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space ACL 2022 Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining ACL 2022 Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation ACL 2022 ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation EMNLP 2022 Cross-Lingual Phrase Retrieval ACL 2022 Debiased Contrastive Learning of Unsupervised Sentence Representations ACL 2022 Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022 Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling COLING 2022 EMBEDDIA at SemEval-2022 Task 8: Investigating Sentence, Image, and Knowledge Graph Representations for Multilingual News Article Similarity SemEval 2022 Flow-Adapter Architecture for Unsupervised Machine Translation ACL 2022 Focus-Driven Contrastive Learning for Medical Question Summarization COLING 2022 GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction NAACL 2022 HEGEL: Hypergraph Transformer for Long Document Summarization EMNLP 2022 HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022 Improving Contextual Representation with Gloss Regularized Pre-training NAACL 2022 Language Model Pre-Training with Sparse Latent Typing EMNLP 2022 Paraphrastic Representations at Scale EMNLP 2022 Probing with Noise: Unpicking the Warp and Weft of Embeddings EMNLP 2022 PromptBERT: Improving BERT Sentence Embeddings with Prompts EMNLP 2022 Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval ACL 2022 Sentence Representation Learning with Generative Objective rather than Contrastive Objective EMNLP 2022 The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design ICLR 2022