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| How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation | Jun 16, 2020 | SentenceSentence Embeddings | CodeCode Available | 0 | 5 |
| Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator | Jun 3, 2018 | DecoderParaphrase Generation | CodeCode Available | 0 | 5 |
| Hyperbolic Neural Networks | May 23, 2018 | Graph Representation LearningNatural Language Inference | CodeCode Available | 0 | 5 |
| LLMs Are Not Scorers: Rethinking MT Evaluation with Generation-Based Methods | May 22, 2025 | DecoderMachine Translation | CodeCode Available | 0 | 5 |
| More Discriminative Sentence Embeddings via Semantic Graph Smoothing | Feb 20, 2024 | ClusteringSentence | CodeCode Available | 0 | 5 |
| Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level Representations | Apr 7, 2022 | Contrastive LearningDenoising | —Unverified | 0 | 0 |
| CSE: Conceptual Sentence Embeddings based on Attention Model | Aug 1, 2016 | Information RetrievalSentence | —Unverified | 0 | 0 |
| Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity | Mar 8, 2024 | Cross-Lingual TransferData Augmentation | —Unverified | 0 | 0 |
| Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks | Oct 10, 2021 | Representation LearningSentence | —Unverified | 0 | 0 |
| How does BERT process disfluency? | Jul 1, 2021 | SentenceSentence Embeddings | —Unverified | 0 | 0 |
| Cross-lingual Sentence Embedding using Multi-Task Learning | Nov 1, 2021 | Multi-Task LearningSemantic Similarity | —Unverified | 0 | 0 |
| HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives | Nov 19, 2024 | Contrastive LearningRepresentation Learning | —Unverified | 0 | 0 |
| High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates | May 17, 2024 | ImputationSentence Embeddings | —Unverified | 0 | 0 |
| Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks | Jan 16, 2022 | Representation LearningSentence | —Unverified | 0 | 0 |
| A neural interlingua for multilingual machine translation | Apr 23, 2018 | DecoderMachine Translation | —Unverified | 0 | 0 |
| Hierarchical Document Encoder for Parallel Corpus Mining | Jun 20, 2019 | Parallel Corpus MiningSentence | —Unverified | 0 | 0 |
| Hierarchical Classification of Transversal Skills in Job Ads Based on Sentence Embeddings | Jan 10, 2024 | ClassificationLanguage Modeling | —Unverified | 0 | 0 |
| Cross-language sentiment analysis of European Twitter messages during the COVID-19 pandemic | Jul 1, 2020 | SentenceSentence Embeddings | —Unverified | 0 | 0 |
| HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings | Oct 15, 2023 | Contrastive LearningRepresentation Learning | —Unverified | 0 | 0 |
| Cross-language sentiment analysis of European Twitter messages duringthe COVID-19 pandemic | Aug 27, 2020 | SentenceSentence Embeddings | —Unverified | 0 | 0 |
| Towards Automatic Construction of Filipino WordNet: Word Sense Induction and Synset Induction Using Sentence Embeddings | Apr 7, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Hamming Sentence Embeddings for Information Retrieval | Aug 15, 2019 | DecoderInformation Retrieval | —Unverified | 0 | 0 |
| GUSUM: Graph-Based Unsupervised Summarization using Sentence-BERT and Sentence Features | Jan 16, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 | 0 |
| CrisisTransformers: Pre-trained language models and sentence encoders for crisis-related social media texts | Sep 11, 2023 | SentenceSentence Embeddings | —Unverified | 0 | 0 |
| Automatic Labeling of Problem-Solving Dialogues for Computational Microgenetic Learning Analytics | May 1, 2018 | Sentence EmbeddingsWord Embeddings | —Unverified | 0 | 0 |
| An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features | Jun 1, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Graph-based Neural Multi-Document Summarization | Jun 20, 2017 | Document SummarizationMulti-Document Summarization | —Unverified | 0 | 0 |
| COSTRA 1.0: A Dataset of Complex Sentence Transformations | Dec 3, 2019 | SentenceSentence Embedding | —Unverified | 0 | 0 |
| Gpachov at CheckThat! 2023: A Diverse Multi-Approach Ensemble for Subjectivity Detection in News Articles | Sep 13, 2023 | ArticlesDimensionality Reduction | —Unverified | 0 | 0 |
| Going Beyond T-SNE: Exposing whatlies in Text Embeddings | Nov 1, 2020 | Dimensionality ReductionSentence | —Unverified | 0 | 0 |
| Automatic Difficulty Classification of Arabic Sentences | Mar 7, 2021 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| Get the Point! Graph Enhanced Candidate Retrieval for Zero-shot Entity Linking | Nov 16, 2021 | Entity LinkingEntity Retrieval | —Unverified | 0 | 0 |
| Correcting the Common Discourse Bias in Linear Representation of Sentences using Conceptors | Nov 17, 2018 | Semantic Textual SimilaritySentence | —Unverified | 0 | 0 |
| Generating Meaningful Topic Descriptions with Sentence Embeddings and LDA | Sep 1, 2022 | SentenceSentence Embeddings | —Unverified | 0 | 0 |
| Convolutional Neural Network for Universal Sentence Embeddings | Aug 1, 2018 | Semantic Textual SimilaritySentence | —Unverified | 0 | 0 |
| A Unified Approach to Discourse Relation Classification in nine Languages | Nov 1, 2021 | ClassificationRelation | —Unverified | 0 | 0 |
| Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks | Jan 26, 2021 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 | 0 |
| Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems | Jan 16, 2025 | Question AnsweringRAG | —Unverified | 0 | 0 |
| Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion | Jun 27, 2019 | SentenceSentence Embeddings | —Unverified | 0 | 0 |
| Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations | Mar 14, 2022 | Image CaptioningSemantic Textual Similarity | —Unverified | 0 | 0 |
| GASE: Generatively Augmented Sentence Encoding | Nov 7, 2024 | Data AugmentationSemantic Textual Similarity | —Unverified | 0 | 0 |
| Graph2topic: an opensource topic modeling framework based on sentence embedding and community detection | Apr 13, 2023 | Community DetectionLanguage Modelling | —Unverified | 0 | 0 |
| FuocChuVIP123 at CoMeDi Shared Task: Disagreement Ranking with XLM-Roberta Sentence Embeddings and Deep Neural Regression | Jan 21, 2025 | SentenceSentence Embeddings | —Unverified | 0 | 0 |
| Augmenting Textual Qualitative Features in Deep Convolution Recurrent Neural Network for Automatic Essay Scoring | Jul 1, 2018 | SentenceSentence Embeddings | —Unverified | 0 | 0 |
| A Mutually Reinforced Framework for Pretrained Sentence Embeddings | Feb 28, 2022 | Contrastive LearningRepresentation Learning | —Unverified | 0 | 0 |
| A Critique of the Smooth Inverse Frequency Sentence Embeddings | Sep 30, 2019 | SentenceSentence Embedding | —Unverified | 0 | 0 |
| From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment | Jul 20, 2025 | SentenceSentence Embeddings | —Unverified | 0 | 0 |
| FKIE_itf_2021 at CASE 2021 Task 1: Using Small Densely Fully Connected Neural Nets for Event Detection and Clustering | Aug 1, 2021 | ClusteringEvent Detection | —Unverified | 0 | 0 |
| FinRead: A Transfer Learning Based Tool to Assess Readability of Definitions of Financial Terms | Dec 1, 2021 | SentenceSentence Embeddings | —Unverified | 0 | 0 |