mlsanityData to 7 Oct 2026

C3KG: A Chinese Commonsense Conversation Knowledge Graph

arXiv 2204.02549 ↗First posted 6 Apr 2022cs.CLcited by 8

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Abstract (arXiv)

Existing commonsense knowledge bases often organize tuples in an isolated manner, which is deficient for commonsense conversational models to plan the next steps. To fill the gap, we curate a large-scale multi-turn human-written conversation corpus, and create the first Chinese commonsense conversation knowledge graph which incorporates both social commonsense knowledge and dialog flow information. To show the potential of our graph, we develop a graph-conversation matching approach, and benchmark two graph-grounded conversational tasks.

Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). Builds on 22 of its 35 references that are in the map. First posted on arXiv 6 Apr 2022.

Builds on

22 of 35 references.

References · 22

  1. 2019Sentence-BERT: Sentence Embeddings using Siamese BERT-Networkscited by 9,049
  2. 2016ConceptNet 5.5: An Open Multilingual Graph of General Knowledgecited by 1,065
  3. 2019COMET: Commonsense Transformers for Automatic Knowledge Graph Constructioncited by 450
  4. 2020COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphscited by 254
  5. 2019KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoningcited by 216
  6. 2020COSMIC: COmmonSense knowledge for eMotion Identification in Conversationscited by 135
  7. 2019ASER: A Large-scale Eventuality Knowledge Graphcited by 89
  8. 2019Target-Guided Open-Domain Conversationcited by 66
  9. 2018Story Ending Generation with Incremental Encoding and Commonsense Knowledgecited by 60
  10. 2019Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphscited by 59
  11. 2020Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graphcited by 57
  12. 2020TransOMCS: From Linguistic Graphs to Commonsense Knowledgecited by 52
10 more
  1. 2020A Taxonomy of Empathetic Response Intents in Human Social Conversationscited by 51
  2. 2018Commonsense for Generative Multi-Hop Question Answering Taskscited by 48
  3. 2021DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledgecited by 26
  4. 2018Incorporating Structured Commonsense Knowledge in Story Completioncited by 23
  5. 2020CARE: Commonsense-Aware Emotional Response Generation with Latent Conceptscited by 20
  6. 2021CIDER: Commonsense Inference for Dialogue Explanation and Reasoningcited by 20
  7. 2021Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systemscited by 17
  8. 2021Towards an Online Empathetic Chatbot with Emotion Causescited by 16
  9. 2021Towards Expressive Communication with Internet Memes: A New Multimodal Conversation Dataset and Benchmarkcited by 12
  10. 2018Chat More If You Like: Dynamic Cue Words Planning to Flow Longer Conversationscited by 2

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Cited by year

Citing papers per year: 2022: 1; 2023: 4; 2024: 1; 2025: 2.

8 papers.

  1. 2024Recent Advances in Multimodal Affective Computing: An NLP Perspectivecited by 12
  2. 2022KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understandingcited by 9
  3. 2023TikTalk: A Video-Based Dialogue Dataset for Multi-Modal Chitchat in Real Worldcited by 7
  4. 2023A New Dataset and Empirical Study for Sentence Simplification in Chinesecited by 4
  5. 2023Exploring & Exploiting High-Order Graph Structure for Sparse Knowledge Graph Completioncited by 4
  6. 2025CARE: Cognitive-reasoning Augmented Reinforcement for Emotional Support Conversationcited by 2
  7. 2023Snowman: A Million-scale Chinese Commonsense Knowledge Graph Distilled from Foundation Modelcited by 1
  8. 2025DeepPsy-Agent: A Stage-Aware and Deep-Thinking Emotional Support Agent Systemcited by 1