| On the Sentence Embeddings from Pre-trained Language Models | Nov 2, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| IESTAC: English-Italian Parallel Corpus for End-to-End Speech-to-Text Machine Translation | Nov 1, 2020 | Dynamic Time WarpingMachine Translation | CodeCode Available | 1 |
| iNLTK: Natural Language Toolkit for Indic Languages | Sep 26, 2020 | Data AugmentationParaphrase Generation | CodeCode Available | 1 |
| An Unsupervised Sentence Embedding Method by Mutual Information Maximization | Sep 25, 2020 | ClusteringSelf-Supervised Learning | CodeCode Available | 1 |
| Structured Attention for Unsupervised Dialogue Structure Induction | Sep 17, 2020 | Inductive BiasSentence | CodeCode Available | 1 |
| Going Beyond T-SNE: Exposing whatlies in Text Embeddings | Sep 4, 2020 | Dimensionality ReductionSentence | CodeCode Available | 1 |
| Language-agnostic BERT Sentence Embedding | Jul 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations | Jun 5, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 |
| ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor | Apr 27, 2020 | Humor DetectionSentence | CodeCode Available | 1 |
| Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation | Apr 21, 2020 | Knowledge DistillationSentence | CodeCode Available | 1 |
| Evaluation of Sentence Representations in Polish | Oct 25, 2019 | SentenceSentence Embeddings | CodeCode Available | 1 |
| Simple and Effective Paraphrastic Similarity from Parallel Translations | Sep 30, 2019 | SentenceSentence Embeddings | CodeCode Available | 1 |
| Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks | Aug 27, 2019 | ClusteringLinear-Probe Classification | CodeCode Available | 1 |
| Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond | Dec 26, 2018 | Cross-Lingual Bitext MiningCross-Lingual Document Classification | CodeCode Available | 1 |
| A Corpus for Multilingual Document Classification in Eight Languages | May 24, 2018 | ClassificationCross-Lingual Document Classification | CodeCode Available | 1 |
| Universal Sentence Encoder | Mar 29, 2018 | Conversational Response SelectionSemantic Textual Similarity | CodeCode Available | 1 |
| From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment | Jul 20, 2025 | SentenceSentence Embeddings | —Unverified | 0 |
| SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts | Jul 17, 2025 | Contrastive LearningSemantic Similarity | —Unverified | 0 |
| Intrinsic vs. Extrinsic Evaluation of Czech Sentence Embeddings: Semantic Relevance Doesn't Help with MT Evaluation | Jun 25, 2025 | Machine TranslationSemantic Similarity | —Unverified | 0 |
| Do We Talk to Robots Like Therapists, and Do They Respond Accordingly? Language Alignment in AI Emotional Support | Jun 19, 2025 | Large Language ModelSentence Embeddings | —Unverified | 0 |
| Mechanistic Decomposition of Sentence Representations | Jun 4, 2025 | Dictionary LearningSentence | —Unverified | 0 |
| Rethinking the Understanding Ability across LLMs through Mutual Information | May 25, 2025 | SentenceSentence Embedding | —Unverified | 0 |
| LLMs Are Not Scorers: Rethinking MT Evaluation with Generation-Based Methods | May 22, 2025 | DecoderMachine Translation | CodeCode Available | 0 |
| Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering | May 19, 2025 | Prompt EngineeringSemantic Textual Similarity | CodeCode Available | 0 |
| Sentence Embeddings as an intermediate target in end-to-end summarisation | May 6, 2025 | SentenceSentence Embeddings | CodeCode Available | 0 |
