| Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings | Jul 1, 2018 | General ClassificationInformation Retrieval | CodeCode Available | 0 | 5 |
| Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs | Oct 6, 2020 | Word EmbeddingsWord Similarity | CodeCode Available | 0 | 5 |
| Seeing the advantage: visually grounding word embeddings to better capture human semantic knowledge | Feb 21, 2022 | Grounded language learningImage Retrieval | CodeCode Available | 0 | 5 |
| BCWS: Bilingual Contextual Word Similarity | Oct 21, 2018 | Word Similarity | CodeCode Available | 0 | 5 |
| Sentence Structure and Word Relationship Modeling for Emphasis Selection | Aug 29, 2021 | SentenceWord Similarity | CodeCode Available | 0 | 5 |
| SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors | Aug 18, 2018 | RelationText Categorization | CodeCode Available | 0 | 5 |
| All-but-the-Top: Simple and Effective Postprocessing for Word Representations | Feb 5, 2017 | AllGeneral Classification | CodeCode Available | 0 | 5 |
| Bridging Languages through Images with Deep Partial Canonical Correlation Analysis | Jul 1, 2018 | Image DescriptionImage Retrieval | CodeCode Available | 0 | 5 |
| Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement | Apr 1, 2017 | Document ClassificationInformation Retrieval | CodeCode Available | 0 | 5 |
| Calculating the similarity between words and sentences using a lexical database and corpus statistics | Feb 15, 2018 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 | 5 |
| Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach | Aug 27, 2018 | Bilingual Lexicon InductionMultilingual Word Embeddings | CodeCode Available | 0 | 5 |
| Skip-gram word embeddings in hyperbolic space | Aug 30, 2018 | Learning Word EmbeddingsWord Embeddings | CodeCode Available | 0 | 5 |
| MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning | Jul 24, 2020 | Word Similarity | CodeCode Available | 0 | 5 |
| A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity | Jun 5, 2019 | Cross-Lingual Word EmbeddingsWord Embeddings | CodeCode Available | 0 | 5 |
| Improved Biomedical Word Embeddings in the Transformer Era | Dec 22, 2020 | SentenceWord Embeddings | CodeCode Available | 0 | 5 |
| Improved Word Representation Learning with Sememes | Jul 1, 2017 | Common Sense ReasoningLanguage Modeling | CodeCode Available | 0 | 5 |
| How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks | Feb 7, 2017 | Representation LearningTransfer Learning | CodeCode Available | 0 | 5 |
| HistBERT: A Pre-trained Language Model for Diachronic Lexical Semantic Analysis | Feb 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| CLUSE: Cross-Lingual Unsupervised Sense Embeddings | Sep 15, 2018 | Representation LearningWord Similarity | CodeCode Available | 0 | 5 |
| Imparting Interpretability to Word Embeddings while Preserving Semantic Structure | Jul 19, 2018 | Word EmbeddingsWord Similarity | CodeCode Available | 0 | 5 |
| Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study | Apr 11, 2019 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 0 | 5 |
| FRAGE: Frequency-Agnostic Word Representation | Sep 18, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Are distributional representations ready for the real world? Evaluating word vectors for grounded perceptual meaning | May 31, 2017 | Word Similarity | CodeCode Available | 0 | 5 |
| How does BERT capture semantics? A closer look at polysemous words | Nov 1, 2020 | Semanticity predictionSemantic Similarity | CodeCode Available | 0 | 5 |
| Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity | Feb 20, 2024 | Semantic Textual SimilaritySentence | CodeCode Available | 0 | 5 |
| A Likelihood Ratio Test of Genetic Relationship among Languages | Mar 30, 2024 | Word Similarity | CodeCode Available | 0 | 5 |
| Examining Gender Bias in Languages with Grammatical Gender | Sep 5, 2019 | TranslationWord Embeddings | CodeCode Available | 0 | 5 |
| Evaluating Word Embeddings with Categorical Modularity | Jun 2, 2021 | Bilingual Lexicon InductionSentiment Analysis | CodeCode Available | 0 | 5 |
| Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons | Apr 21, 2018 | Word Similarity | CodeCode Available | 0 | 5 |
| Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords | Feb 3, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure | Nov 11, 2016 | Word Similarity | CodeCode Available | 0 | 5 |
| Improving Sparse Word Representations with Distributional Inference for Semantic Composition | Aug 24, 2016 | Semantic CompositionWord Similarity | CodeCode Available | 0 | 5 |
| Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity | Aug 1, 2017 | Dimensionality ReductionSemantic Similarity | CodeCode Available | 0 | 5 |
| Construction of a Japanese Word Similarity Dataset | Mar 17, 2017 | Word Similarity | CodeCode Available | 0 | 5 |
| Co-occurrences using Fasttext embeddings for word similarity tasks in Urdu | Feb 22, 2021 | Word EmbeddingsWord Similarity | CodeCode Available | 0 | 5 |
| Learning Crosslingual Word Embeddings without Bilingual Corpora | Jun 30, 2016 | Bilingual Lexicon InductionCross-Lingual Document Classification | CodeCode Available | 0 | 5 |
| CoSimLex: A Resource for Evaluating Graded Word Similarity in Context | Dec 11, 2019 | Word EmbeddingsWord Sense Disambiguation | CodeCode Available | 0 | 5 |
| Generalizing Word Embeddings using Bag of Subwords | Sep 12, 2018 | TAGWord Embeddings | CodeCode Available | 0 | 5 |
| Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory | Jun 3, 2016 | Word Similarity | CodeCode Available | 0 | 5 |
| LGDE: Local Graph-based Dictionary Expansion | May 13, 2024 | Community DetectionInformation Retrieval | CodeCode Available | 0 | 5 |
| A Systematic Study of Leveraging Subword Information for Learning Word Representations | Apr 16, 2019 | Dependency ParsingEntity Typing | CodeCode Available | 0 | 5 |
| Dealing with Out-Of-Vocabulary Problem in Sentence Alignment Using Word Similarity | Oct 1, 2016 | Machine TranslationSentence | CodeCode Available | 0 | 5 |
| COS960: A Chinese Word Similarity Dataset of 960 Word Pairs | Jun 1, 2019 | POSWord Similarity | CodeCode Available | 0 | 5 |
| Definition Frames: Using Definitions for Hybrid Concept Representations | Sep 10, 2019 | Relation ExtractionWord Embeddings | CodeCode Available | 0 | 5 |
| Definition Modeling: Learning to define word embeddings in natural language | Dec 1, 2016 | Word EmbeddingsWord Similarity | CodeCode Available | 0 | 5 |
| Density Matching for Bilingual Word Embedding | Apr 4, 2019 | Bilingual Lexicon InductionWord Embeddings | CodeCode Available | 0 | 5 |
| Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources | May 20, 2020 | dialog state trackingWord Embeddings | CodeCode Available | 0 | 5 |
| A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings | Jan 17, 2020 | Cross-Lingual TransferPOS | CodeCode Available | 0 | 5 |
| AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness | Aug 1, 2018 | Word EmbeddingsWord Similarity | CodeCode Available | 0 | 5 |
| Enriching Word Vectors with Subword Information | Jul 15, 2016 | Word EmbeddingsWord Similarity | CodeCode Available | 0 | 5 |
