| Image-to-Image Retrieval by Learning Similarity between Scene Graphs | Dec 29, 2020 | Graph SimilarityImage Retrieval | CodeCode Available | 0 |
| Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization | Feb 24, 2023 | Contrastive LearningExtractive Summarization | CodeCode Available | 0 |
| Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity | Jun 1, 2023 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization | Nov 3, 2020 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 0 |
| Sublinear Time Approximation of Text Similarity Matrices | Dec 17, 2021 | Document ClassificationSentence | CodeCode Available | 0 |
| Evaluating Multilingual Sentence Representation Models in a Real Case Scenario | Jun 1, 2022 | Paraphrase IdentificationRetrieval | CodeCode Available | 0 |
| Representation Learning for Type-Driven Composition | Nov 1, 2020 | Representation LearningSentence | CodeCode Available | 0 |
| Retrieval-Based Neural Code Generation | Aug 29, 2018 | Code GenerationRetrieval | CodeCode Available | 0 |
| IMAD: IMage-Augmented multi-modal Dialogue | May 17, 2023 | Dialogue GenerationQuestion Answering | CodeCode Available | 0 |
| Evaluating Composition Models for Verb Phrase Elliptical Sentence Embeddings | Jun 1, 2019 | SentenceSentence Embeddings | CodeCode Available | 0 |
| L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi | Nov 21, 2022 | BenchmarkingMachine Translation | CodeCode Available | 0 |
| Effective Distributed Representations for Academic Expert Search | Oct 16, 2020 | NavigateRetrieval | CodeCode Available | 0 |
| Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation | Nov 1, 2021 | Cross-Lingual Semantic Textual SimilarityMachine Translation | CodeCode Available | 0 |
| LEA: Improving Sentence Similarity Robustness to Typos Using Lexical Attention Bias | Jul 6, 2023 | Data AugmentationNatural Language Inference | CodeCode Available | 0 |
| Learning Neural Word Salience Scores | Sep 4, 2017 | SentenceSentence Similarity | CodeCode Available | 0 |
| Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing | Jan 11, 2023 | Phrase GroundingSelf-Supervised Learning | CodeCode Available | 0 |
| Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations | Aug 29, 2018 | Representation LearningSentence | CodeCode Available | 0 |
| Can linguists better understand DNA? | Dec 10, 2024 | ClassificationSentence | CodeCode Available | 0 |
| IISCNLP at SemEval-2016 Task 2: Interpretable STS with ILP based Multiple Chunk Aligner | May 4, 2016 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| Calculating the similarity between words and sentences using a lexical database and corpus statistics | Feb 15, 2018 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 |
| Generating Sentences by Editing Prototypes | Sep 26, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Semantic Search as Extractive Paraphrase Span Detection | Dec 9, 2021 | Extractive Question-AnsweringQuestion Answering | CodeCode Available | 0 |
| Semantic sentence similarity: size does not always matter | Jun 16, 2021 | Grounded language learningImage Retrieval | CodeCode Available | 0 |
| Macro Grammars and Holistic Triggering for Efficient Semantic Parsing | Jul 25, 2017 | Semantic ParsingSentence | CodeCode Available | 0 |
| Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus | Mar 22, 2016 | Machine TranslationQuestion Generation | CodeCode Available | 0 |
| Unsupervised Contextualized Document Representation | Sep 22, 2021 | ClusteringSentence | CodeCode Available | 0 |
| Word Embedding Dimension Reduction via Weakly-Supervised Feature Selection | Jul 17, 2024 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Misinformation Has High Perplexity | Jun 8, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing | Jul 31, 2020 | Continual Pretraining | CodeCode Available | 0 |
| Weisfeiler-leman in the bamboo: Novel AMR graph metrics and a benchmark for AMR graph similarity. | Jan 4, 2022 | AMR Graph SimilarityGraph Similarity | CodeCode Available | 0 |
| Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitter | Oct 21, 2024 | Political evalutationSemantic Textual Similarity | CodeCode Available | 0 |
| Sentence Similarity Learning by Lexical Decomposition and Composition | Feb 23, 2016 | Paraphrase IdentificationQuestion Answering | CodeCode Available | 0 |
| A Novel Word Pair-based Gaussian Sentence Similarity Algorithm For Bengali Extractive Text Summarization | Nov 26, 2024 | ArticlesExtractive Summarization | CodeCode Available | 0 |
| DEXA: Supporting Non-Expert Annotators with Dynamic Examples from Experts | May 17, 2020 | AvgSentence | CodeCode Available | 0 |
| Natural Language Generation for Effective Knowledge Distillation | Nov 1, 2019 | Knowledge DistillationLinguistic Acceptability | CodeCode Available | 0 |
| WSL: Sentence Similarity Using Semantic Distance Between Words | Jun 1, 2015 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| Fixing Translation Divergences in Parallel Corpora for Neural MT | Oct 1, 2018 | Machine TranslationSentence | CodeCode Available | 0 |
| NeuralWarp: Time-Series Similarity with Warping Networks | Dec 20, 2018 | SentenceSentence Similarity | CodeCode Available | 0 |
| General Cross-Architecture Distillation of Pretrained Language Models into Matrix Embeddings | Sep 17, 2021 | CoLALinguistic Acceptability | CodeCode Available | 0 |
| Self-supervised Multi-modal Training from Uncurated Image and Reports Enables Zero-shot Oversight Artificial Intelligence in Radiology | Aug 10, 2022 | Contrastive LearningDecision Making | CodeCode Available | 0 |
| A novel hybrid methodology of measuring sentence similarity | May 3, 2021 | Deep LearningSentence | CodeCode Available | 0 |
| Transparent, Efficient, and Robust Word Embedding Access with WOMBAT | Jul 2, 2018 | SentenceSentence Similarity | CodeCode Available | 0 |
| Extractive approach for text summarisation using graphs | Jun 21, 2021 | SentenceSentence Similarity | CodeCode Available | 0 |
| OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection | Jun 4, 2024 | HallucinationMachine Translation | CodeCode Available | 0 |