| TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP | Apr 29, 2020 | Adversarial AttackAdversarial Text | CodeCode Available | 2 |
| Emergent Visual-Semantic Hierarchies in Image-Text Representations | Jul 11, 2024 | Hierarchical Text-Image Matching | CodeCode Available | 1 |
| TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks | Mar 14, 2024 | Domain AdaptationFew-Shot Learning | CodeCode Available | 1 |
| RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark | Oct 29, 2020 | Common Sense ReasoningDiagnostic | CodeCode Available | 1 |
| Mining Knowledge for Natural Language Inference from Wikipedia Categories | Oct 3, 2020 | Lexical EntailmentNatural Language Inference | CodeCode Available | 1 |
| Hierarchical Density Order Embeddings | Apr 26, 2018 | Lexical EntailmentWord Embeddings | CodeCode Available | 1 |
| Talking the Talk Does Not Entail Walking the Walk: On the Limits of Large Language Models in Lexical Entailment Recognition | Jun 21, 2024 | Lexical EntailmentSentence | —Unverified | 0 |
| Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment | Oct 1, 2022 | Lexical EntailmentTransfer Learning | CodeCode Available | 0 |
| Continuous Entailment Patterns for Lexical Inference in Context | Sep 8, 2021 | Few-Shot NLILanguage Modeling | CodeCode Available | 0 |
| SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment | Dec 1, 2020 | Lexical EntailmentNatural Language Inference | —Unverified | 0 |
| UAlberta at SemEval-2020 Task 2: Using Translations to Predict Cross-Lingual Entailment | Dec 1, 2020 | Lexical EntailmentTask 2 | —Unverified | 0 |
| BMEAUT at SemEval-2020 Task 2: Lexical Entailment with Semantic Graphs | Dec 1, 2020 | Lexical EntailmentSemantic Parsing | —Unverified | 0 |
| A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings | Dec 1, 2020 | Lexical EntailmentMetric Learning | —Unverified | 0 |
| SHIKEBLCU at SemEval-2020 Task 2: An External Knowledge-enhanced Matrix for Multilingual and Cross-Lingual Lexical Entailment | Dec 1, 2020 | Lexical EntailmentMachine Translation | —Unverified | 0 |
| Visual Objects As Context: Exploiting Visual Objects for Lexical Entailment | Nov 1, 2020 | InformativenessLexical Entailment | —Unverified | 0 |
| Hypernymy Detection for Low-Resource Languages via Meta Learning | Jul 1, 2020 | Lexical EntailmentMeta-Learning | —Unverified | 0 |
| Word Attribute Prediction Enhanced by Lexical Entailment Tasks | May 1, 2020 | AttributeLexical Entailment | —Unverified | 0 |
| Neural Natural Language Inference Models Partially Embed Theories of Lexical Entailment and Negation | Apr 30, 2020 | Lexical EntailmentNatural Language Inference | CodeCode Available | 0 |
| Discriminative Topic Mining via Category-Name Guided Text Embedding | Aug 20, 2019 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Specializing Distributional Vectors of All Words for Lexical Entailment | Aug 1, 2019 | AllCross-Lingual Transfer | —Unverified | 0 |
| Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment | Jul 1, 2019 | Lexical EntailmentRelation | CodeCode Available | 0 |
| Multilingual and Cross-Lingual Graded Lexical Entailment | Jul 1, 2019 | Lexical Entailment | —Unverified | 0 |
| SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference | Jun 4, 2019 | Lexical EntailmentNatural Language Inference | CodeCode Available | 0 |
| Embedding WordNet Knowledge for Textual Entailment | Aug 1, 2018 | Feature EngineeringLexical Entailment | —Unverified | 0 |
| Specialising Word Vectors for Lexical Entailment | Jun 1, 2018 | Dialogue State TrackingLexical Entailment | CodeCode Available | 0 |
| Scoring Lexical Entailment with a Supervised Directional Similarity Network | May 23, 2018 | Lexical EntailmentWord Embeddings | CodeCode Available | 0 |
| Integrating Multiplicative Features into Supervised Distributional Methods for Lexical Entailment | Apr 24, 2018 | Lexical Entailment | —Unverified | 0 |
| Specialising Word Vectors for Lexical Entailment | Oct 17, 2017 | Lexical EntailmentRelation | CodeCode Available | 0 |
| Learning Word Embeddings for Hyponymy with Entailment-Based Distributional Semantics | Oct 6, 2017 | Learning Word EmbeddingsLexical Entailment | —Unverified | 0 |
| Hierarchical Embeddings for Hypernymy Detection and Directionality | Jul 23, 2017 | Lexical Entailment | —Unverified | 0 |
| Word Vector Space Specialisation | Apr 1, 2017 | Lexical EntailmentRepresentation Learning | —Unverified | 0 |
| A Consolidated Open Knowledge Representation for Multiple Texts | Apr 1, 2017 | Lexical EntailmentOpen Information Extraction | CodeCode Available | 0 |
| HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment | Aug 6, 2016 | Lexical EntailmentRelation | —Unverified | 0 |
| Dual Density Operators and Natural Language Meaning | Aug 4, 2016 | Lexical Entailment | —Unverified | 0 |
| A Vector Space for Distributional Semantics for Entailment | Jul 13, 2016 | Lexical EntailmentSemantic Similarity | —Unverified | 0 |
| Sparse Bilingual Word Representations for Cross-lingual Lexical Entailment | Jun 1, 2016 | Lexical EntailmentMachine Translation | —Unverified | 0 |
| Relations such as Hypernymy: Identifying and Exploiting Hearst Patterns in Distributional Vectors for Lexical Entailment | May 18, 2016 | Lexical Entailment | —Unverified | 0 |
| Graded Entailment for Compositional Distributional Semantics | Jan 19, 2016 | Lexical EntailmentSentence | —Unverified | 0 |
| Exploiting Image Generality for Lexical Entailment Detection | Jul 1, 2015 | Image RetrievalLexical Entailment | —Unverified | 0 |
| Distributional Sentence Entailment Using Density Matrices | Jun 22, 2015 | Lexical EntailmentSentence | —Unverified | 0 |
| Representing Meaning with a Combination of Logical and Distributional Models | May 26, 2015 | Knowledge Base ConstructionLexical Entailment | CodeCode Available | 0 |
| Do Supervised Distributional Methods Really Learn Lexical Inference Relations? | May 1, 2015 | Lexical EntailmentWord Similarity | —Unverified | 0 |
| Tiered Clustering to Improve Lexical Entailment | Dec 2, 2014 | ClusteringLexical Entailment | —Unverified | 0 |
| Distributional Lexical Entailment by Topic Coherence | Apr 1, 2014 | Lexical EntailmentRelation Classification | —Unverified | 0 |
| Experiments with Three Approaches to Recognizing Lexical Entailment | Jan 31, 2014 | General ClassificationLexical Entailment | CodeCode Available | 0 |
