| Efficient Estimation of Word Representations in Vector Space | Jan 16, 2013 | Word Similarity | CodeCode Available | 2 | 5 |
| ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge | Apr 11, 2017 | General KnowledgeMultilingual Word Embeddings | CodeCode Available | 2 | 5 |
| An Ensemble Method to Produce High-Quality Word Embeddings (2016) | Apr 6, 2016 | Vocal Bursts Intensity PredictionWord Embeddings | CodeCode Available | 2 | 5 |
| SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface for Pedagogical and Annotation Purposes | Feb 19, 2023 | Dependency ParsingMorphological Tagging | CodeCode Available | 1 | 5 |
| Can a Fruit Fly Learn Word Embeddings? | Jan 18, 2021 | Document ClassificationWord Embeddings | CodeCode Available | 1 | 5 |
| Homophone Reveals the Truth: A Reality Check for Speech2Vec | Sep 22, 2022 | Word EmbeddingsWord Similarity | CodeCode Available | 1 | 5 |
| Compositional Morphology for Word Representations and Language Modelling | May 16, 2014 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| Visual Grounding Helps Learn Word Meanings in Low-Data Regimes | Oct 20, 2023 | Image CaptioningLanguage Acquisition | CodeCode Available | 1 | 5 |
| Word Rotator's Distance | Apr 30, 2020 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 | 5 |
| Conception: Multilingually-Enhanced, Human-Readable Concept Vector Representations | Dec 1, 2020 | Word Sense DisambiguationWord Similarity | CodeCode Available | 1 | 5 |
| Learning Numeral Embedding | Nov 1, 2020 | Word Similarity | CodeCode Available | 1 | 5 |
| Gender and Representation Bias in GPT-3 Generated Stories | Jun 1, 2021 | Word Similarity | CodeCode Available | 1 | 5 |
| Improving Bilingual Lexicon Induction with Cross-Encoder Reranking | Oct 30, 2022 | Bilingual Lexicon InductionCross Encoder Reranking | CodeCode Available | 1 | 5 |
| PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding | Oct 21, 2020 | POSPOS Tagging | CodeCode Available | 1 | 5 |
| Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings | Jun 28, 2021 | Representation LearningWord Similarity | CodeCode Available | 1 | 5 |
| Multimodal Word Distributions | Apr 27, 2017 | Word EmbeddingsWord Similarity | CodeCode Available | 1 | 5 |
| Probabilistic FastText for Multi-Sense Word Embeddings | Jun 7, 2018 | Word EmbeddingsWord Similarity | CodeCode Available | 1 | 5 |
| Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings | Oct 30, 2022 | Word EmbeddingsWord Similarity | CodeCode Available | 1 | 5 |
| Embedding Words in Non-Vector Space with Unsupervised Graph Learning | Oct 6, 2020 | Graph LearningWord Embeddings | CodeCode Available | 1 | 5 |
| LSBert: A Simple Framework for Lexical Simplification | Jun 25, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech | Mar 23, 2018 | DecoderLearning Word Embeddings | CodeCode Available | 1 | 5 |
| HistBERT: A Pre-trained Language Model for Diachronic Lexical Semantic Analysis | Feb 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Generalizing Word Embeddings using Bag of Subwords | Sep 12, 2018 | TAGWord Embeddings | CodeCode Available | 0 | 5 |
| Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons | Apr 21, 2018 | Word Similarity | CodeCode Available | 0 | 5 |
| Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization | Sep 11, 2018 | Cross-Lingual Transferdialog state tracking | CodeCode Available | 0 | 5 |
| FRAGE: Frequency-Agnostic Word Representation | Sep 18, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Evaluating Word Embeddings with Categorical Modularity | Jun 2, 2021 | Bilingual Lexicon InductionSentiment Analysis | CodeCode Available | 0 | 5 |
| Enriching Word Vectors with Subword Information | Jul 15, 2016 | Word EmbeddingsWord Similarity | CodeCode Available | 0 | 5 |
| A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings | Aug 11, 2020 | Sentiment AnalysisSentiment Classification | CodeCode Available | 0 | 5 |
| GenSense: A Generalized Sense Retrofitting Model | Aug 1, 2018 | modelSemantic Similarity | CodeCode Available | 0 | 5 |
| Examining Gender Bias in Languages with Grammatical Gender | Sep 5, 2019 | TranslationWord Embeddings | 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 |
| How does BERT capture semantics? A closer look at polysemous words | Nov 1, 2020 | Semanticity predictionSemantic Similarity | 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 |
| 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 |
| Dealing with Out-Of-Vocabulary Problem in Sentence Alignment Using Word Similarity | Oct 1, 2016 | Machine TranslationSentence | 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 |
| All-but-the-Top: Simple and Effective Postprocessing for Word Representations | Feb 5, 2017 | AllGeneral Classification | 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 |
| CoSimLex: A Resource for Evaluating Graded Word Similarity in Context | Dec 11, 2019 | Word EmbeddingsWord Sense Disambiguation | CodeCode Available | 0 | 5 |
| Definition Frames: Using Definitions for Hybrid Concept Representations | Sep 10, 2019 | Relation ExtractionWord Embeddings | CodeCode Available | 0 | 5 |
| A Simple Approach to Learn Polysemous Word Embeddings | Jul 6, 2017 | Relevance DetectionRepresentation Learning | 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 |
| Dict2vec : Learning Word Embeddings using Lexical Dictionaries | Sep 1, 2017 | General ClassificationKnowledge Graphs | CodeCode Available | 0 | 5 |
| Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models | Nov 1, 2020 | Language ModelingLanguage Modelling | 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 |
| Analyzing Continuous Semantic Shifts with Diachronic Word Similarity Matrices | Jan 16, 2025 | Word EmbeddingsWord 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 |
