| The Emergence of Grammar through Reinforcement Learning | Mar 3, 2025 | Learning Theoryreinforcement-learning | —Unverified | 0 |
| IP-Composer: Semantic Composition of Visual Concepts | Feb 19, 2025 | Image GenerationSemantic Composition | —Unverified | 0 |
| EnergyMoGen: Compositional Human Motion Generation with Energy-Based Diffusion Model in Latent Space | Dec 19, 2024 | Motion GenerationSemantic Composition | —Unverified | 0 |
| DiffFAE: Advancing High-fidelity One-shot Facial Appearance Editing with Space-sensitive Customization and Semantic Preservation | Mar 26, 2024 | AttributeSemantic Composition | —Unverified | 0 |
| Distributed Intelligent Integrated Sensing and Communications: The 6G-DISAC Approach | Feb 28, 2024 | ISACManagement | —Unverified | 0 |
| Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference | Jul 11, 2023 | Natural Language InferenceNegation | CodeCode Available | 0 |
| Semantic Composition in Visually Grounded Language Models | May 15, 2023 | Image CaptioningInductive Bias | —Unverified | 0 |
| Syntax-guided Neural Module Distillation to Probe Compositionality in Sentence Embeddings | Jan 21, 2023 | Semantic CompositionSentence | —Unverified | 0 |
| Categorizing Semantic Representations for Neural Machine Translation | Oct 13, 2022 | Machine TranslationNMT | —Unverified | 0 |
| BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval | Jul 9, 2022 | Content-Based Image Retrievalcounterfactual | —Unverified | 0 |
| Modeling Semantic Composition with Syntactic Hypergraph for Video Question Answering | May 13, 2022 | Question AnsweringSemantic Composition | —Unverified | 0 |
| Semantic Composition with PSHRG for Derivation Tree Reconstruction from Graph-Based Meaning Representations | May 1, 2022 | Semantic Composition | CodeCode Available | 0 |
| Design considerations for a hierarchical semantic compositional framework for medical natural language understanding | Apr 5, 2022 | Natural Language UnderstandingSemantic Composition | —Unverified | 0 |
| MixSyn: Learning Composition and Style for Multi-Source Image Synthesis | Nov 24, 2021 | DiversityImage Generation | —Unverified | 0 |
| A Well-Composed Text is Half Done! Semantic Composition Sampling for Diverse Conditional Generation | Nov 16, 2021 | Question GenerationQuestion-Generation | —Unverified | 0 |
| Semantic Prediction: Which One Should Come First, Recognition or Prediction? | Oct 6, 2021 | Decision MakingPrediction | CodeCode Available | 0 |
| Image Synthesis via Semantic Composition | Sep 15, 2021 | Image GenerationSemantic Composition | —Unverified | 0 |
| A Knowledge Enhanced Learning and Semantic Composition Model for Multi-Claim Fact Checking | Apr 27, 2021 | Fact CheckingKnowledge Graphs | —Unverified | 0 |
| Quantum Mathematics in Artificial Intelligence | Jan 12, 2021 | Information RetrievalNegation | —Unverified | 0 |
| SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data | Dec 9, 2020 | Fine-Grained Image ClassificationSemantic Composition | CodeCode Available | 1 |
| Enhancing Question Answering by Injecting Ontological Knowledge through Regularization | Nov 1, 2020 | Question AnsweringSemantic Composition | —Unverified | 0 |
| 联合依存分析的汉语语义组合模型(Chinese Semantic Composition Model with Dependency Parsing) | Oct 1, 2020 | Dependency ParsingSemantic Composition | —Unverified | 0 |
| 基于图神经网络的汉语依存分析和语义组合计算联合模型(Joint Learning Chinese Dependency Parsing and Semantic Composition based on Graph Neural Network) | Oct 1, 2020 | Chinese Dependency ParsingDependency Parsing | —Unverified | 0 |
| A Survey on Semantic Parsing from the perspective of Compositionality | Sep 29, 2020 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| Ontology-guided Semantic Composition for Zero-Shot Learning | Jun 30, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics | May 8, 2020 | ClassificationEmotion Classification | CodeCode Available | 1 |
| Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics | May 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models | Nov 8, 2019 | Semantic Composition | CodeCode Available | 0 |
| Bridging the Knowledge Gap: Enhancing Question Answering with World and Domain Knowledge | Oct 16, 2019 | ArticlesQuestion Answering | —Unverified | 0 |
| No Word is an Island -- A Transformation Weighting Model for Semantic Composition | Jul 11, 2019 | Semantic Composition | CodeCode Available | 0 |
| Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models | Jul 1, 2019 | NegationSemantic Composition | —Unverified | 0 |
| Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition | Jun 1, 2019 | Semantic Composition | —Unverified | 0 |
| Towards a Compositional Analysis of German Light Verb Constructions (LVCs) Combining Lexicalized Tree Adjoining Grammar (LTAG) with Frame Semantics | May 1, 2019 | Semantic Composition | —Unverified | 0 |
| No Word is an Island---A Transformation Weighting Model for Semantic Composition | Mar 1, 2019 | Semantic Composition | —Unverified | 0 |
| Semantic Hilbert Space for Text Representation Learning | Feb 26, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 0 |
| DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets | Jan 21, 2019 | Recommendation SystemsRepresentation Learning | —Unverified | 0 |
| A Survey on Deep Learning for Named Entity Recognition | Dec 22, 2018 | DecoderDeep Learning | CodeCode Available | 0 |
| Quantifying Context Overlap for Training Word Embeddings | Oct 1, 2018 | Dimensionality ReductionLanguage Modeling | —Unverified | 0 |
| Learning to Compose over Tree Structures via POS Tags | Aug 18, 2018 | POSSemantic Composition | —Unverified | 0 |
| Accurate SHRG-Based Semantic Parsing | Jul 1, 2018 | Semantic CompositionSemantic Parsing | —Unverified | 0 |
| TRANSRW at SemEval-2018 Task 12: Transforming Semantic Representations for Argument Reasoning Comprehension | Jun 1, 2018 | Semantic Composition | —Unverified | 0 |
| Extended HowNet 2.0 -- An Entity-Relation Common-Sense Representation Model | May 1, 2018 | Common Sense ReasoningInformation Retrieval | —Unverified | 0 |
| Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification | Mar 3, 2018 | General ClassificationImplicit Discourse Relation Classification | —Unverified | 0 |
| Meta Multi-Task Learning for Sequence Modeling | Feb 25, 2018 | Multi-Task LearningRepresentation Learning | —Unverified | 0 |
| From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations | Jan 1, 2018 | Semantic CompositionSemantic Parsing | CodeCode Available | 0 |
| The Lifted Matrix-Space Model for Semantic Composition | Nov 9, 2017 | Semantic CompositionSentence | CodeCode Available | 0 |
| Length, Interchangeability, and External Knowledge: Observations from Predicting Argument Convincingness | Nov 1, 2017 | Semantic Composition | —Unverified | 0 |
| The Challenge of Composition in Distributional and Formal Semantics | Nov 1, 2017 | Natural Language InferenceSemantic Composition | —Unverified | 0 |
| Inter-Weighted Alignment Network for Sentence Pair Modeling | Sep 1, 2017 | Machine TranslationNatural Language Inference | —Unverified | 0 |
| Visual Denotations for Recognizing Textual Entailment | Sep 1, 2017 | Natural Language InferenceSemantic Composition | —Unverified | 0 |