conftrace_

sentence representation

206 papers

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Also known as

SR

Co-occurring keywords

contrastive learning (4032) representation learning (6206) unsupervised learning (3264) sentence embedding (502) semantic similarity (910) transfer learning (5449) semantic textual similarity (122) natural language inference (1287) text classification (6793) language model (4599)

Papers

Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ACL 2020
Contextual and Non-Contextual Word Embeddings: an in-depth Linguistic Investigation ACL 2020
Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction ACL 2020
Learning Probabilistic Sentence Representations from Paraphrases ACL 2020
Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences AAAI 2020
Evaluating Compositionality of Sentence Representation Models ACL 2020
Roles and Utilization of Attention Heads in Transformer-based Neural Language Models ACL 2020
INSET: Sentence Infilling with INter-SEntential Transformer ACL 2020
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining ACL 2020
Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline EMNLP 2020
Do sequence-to-sequence VAEs learn global features of sentences? EMNLP 2020
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training EMNLP 2020
Detecting Aggression and Toxicity using a Multi Dimension Capsule Network ACL 2019
Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings ACL 2019
Continual Learning for Sentence Representations Using Conceptors NAACL 2019
Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis IJCNLP 2019
Towards Sentence-Level Brain Decoding with Distributed Representations AAAI 2019
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering AAAI 2019
Incorporating Visual Semantics into Sentence Representations within a Grounded Space IJCNLP 2019
DisSent: Learning Sentence Representations from Explicit Discourse Relations ACL 2019
Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning EMNLP 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations EMNLP 2019
Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning ACL 2019
Do Sentence Interactions Matter? Leveraging Sentence Level Representations for Fake News Classification EMNLP 2019
Incorporating Visual Semantics into Sentence Representations within a Grounded Space EMNLP 2019