OpenHowNet: An Open Sememe-based Lexical Knowledge Base
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Abstract (arXiv)
In this paper, we present an open sememe-based lexical knowledge base OpenHowNet. Based on well-known HowNet, OpenHowNet comprises three components: core data which is composed of more than 100 thousand senses annotated with sememes, OpenHowNet Web which gives a brief introduction to OpenHowNet as well as provides online exhibition of OpenHowNet information, and OpenHowNet API which includes several useful APIs such as accessing OpenHowNet core data and drawing sememe tree structures of senses. In the main text, we first give some backgrounds including definition of sememe and details of HowNet. And then we introduce some previous HowNet and sememe-based research works. Last but not least, we detail the constituents of OpenHowNet and their basic features and functionalities. Additionally, we briefly make a summary and list some future works.
Key facts. Cited by 21 papers in the map (data through 7 Oct 2026). First posted on arXiv 28 Jan 2019.
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Citing papers per year: 2021: 7; 2022: 3; 2023: 6; 2024: 3; 2025: 1; 2026: 1.
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- 2021Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Modelscited by 227
- 2021Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitutioncited by 85
- 2022TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimizationcited by 21
- 2021LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matchingcited by 15
- 2021Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentationcited by 9
- 2022Robust Natural Language Processing: Recent Advances, Challenges, and Future Directionscited by 9
- 2023Less is More: Understanding Word-level Textual Adversarial Attack via n-gram Frequency Descendcited by 9
- 2025aiXamine: Simplified LLM Safety and Securitycited by 4
- 2023Expanding Scope: Adapting English Adversarial Attacks to Chinesecited by 3
- 2021K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answeringcited by 2
- 2022Chinese Word Sense Embedding with SememeWSD and Synonym Setcited by 2
- 2023TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognitioncited by 2
9 more
- 2023Towards Equipping Transformer with the Ability of Systematic Compositionalitycited by 2
- 2021Automatic Construction of Sememe Knowledge Bases via Dictionariescited by 1
- 2023A Concept Knowledge Graph for User Next Intent Prediction at Alipaycited by 1
- 2023Dynamic Multi-View Fusion Mechanism For Chinese Relation Extractioncited by 1
- 2021Text analysis and deep learning: A network approachcited by 0
- 2024A Knowledge-Injected Curriculum Pretraining Framework for Question Answeringcited by 0
- 2024Reversible Jump Attack to Textual Classifiers with Modification Reductioncited by 0
- 2024SEE: Sememe Entanglement Encoding for Transformer-bases Models Compressioncited by 0
- 2026LexReward: A Taxonomy-Driven Reward Framework for Legal Language Modelscited by 0
- 2026LexReward: A Taxonomy-Driven Reward Framework for Legal Language Models30 Sep 2026
- 2025aiXamine: Simplified LLM Safety and Security21 Apr 2025
- 2024SEE: Sememe Entanglement Encoding for Transformer-bases Models Compression15 Dec 2024
- 2024Reversible Jump Attack to Textual Classifiers with Modification Reduction21 Mar 2024
- 2024A Knowledge-Injected Curriculum Pretraining Framework for Question Answering11 Mar 2024
- 2023Towards Equipping Transformer with the Ability of Systematic Compositionality12 Dec 2023
- 2023Expanding Scope: Adapting English Adversarial Attacks to Chinese8 Jun 2023
- 2023TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognition6 Jun 2023
- 2023Dynamic Multi-View Fusion Mechanism For Chinese Relation Extraction9 Mar 2023
- 2023Less is More: Understanding Word-level Textual Adversarial Attack via n-gram Frequency Descend6 Feb 2023
- 2023A Concept Knowledge Graph for User Next Intent Prediction at Alipay2 Jan 2023
- 2022TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization19 Dec 2022
9 more
- 2022Chinese Word Sense Embedding with SememeWSD and Synonym Set29 Jun 2022
- 2022Robust Natural Language Processing: Recent Advances, Challenges, and Future Directions3 Jan 2022
- 2021Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models4 Nov 2021
- 2021Text analysis and deep learning: A network approach8 Oct 2021
- 2021K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering22 Sep 2021
- 2021Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution11 Jun 2021
- 2021Automatic Construction of Sememe Knowledge Bases via Dictionaries26 May 2021
- 2021LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching25 Feb 2021
- 2021Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation13 Jan 2021
- 2021Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Modelscited by 227
- 2022TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimizationcited by 21
- 2021LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matchingcited by 15
- 2021Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentationcited by 9
- 2022Robust Natural Language Processing: Recent Advances, Challenges, and Future Directionscited by 9
- 2023Less is More: Understanding Word-level Textual Adversarial Attack via n-gram Frequency Descendcited by 9
- 2023Expanding Scope: Adapting English Adversarial Attacks to Chinesecited by 3
- 2021K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answeringcited by 2
- 2022Chinese Word Sense Embedding with SememeWSD and Synonym Setcited by 2
- 2023TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognitioncited by 2
- 2023Towards Equipping Transformer with the Ability of Systematic Compositionalitycited by 2
- 2021Automatic Construction of Sememe Knowledge Bases via Dictionariescited by 1
12 most cited of 18 All 18 (JSON)
- 2024SEE: Sememe Entanglement Encoding for Transformer-bases Models Compression15 Dec 2024
- 2024Reversible Jump Attack to Textual Classifiers with Modification Reduction21 Mar 2024
- 2024A Knowledge-Injected Curriculum Pretraining Framework for Question Answering11 Mar 2024
- 2023Towards Equipping Transformer with the Ability of Systematic Compositionality12 Dec 2023
- 2023Expanding Scope: Adapting English Adversarial Attacks to Chinese8 Jun 2023
- 2023TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognition6 Jun 2023
- 2023Dynamic Multi-View Fusion Mechanism For Chinese Relation Extraction9 Mar 2023
- 2023Less is More: Understanding Word-level Textual Adversarial Attack via n-gram Frequency Descend6 Feb 2023
- 2023A Concept Knowledge Graph for User Next Intent Prediction at Alipay2 Jan 2023
- 2022TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization19 Dec 2022
- 2022Chinese Word Sense Embedding with SememeWSD and Synonym Set29 Jun 2022
- 2022Robust Natural Language Processing: Recent Advances, Challenges, and Future Directions3 Jan 2022
12 newest of 18 All 18 (JSON)