mlsanityData to 7 Oct 2026

Overview of the NLPCC 2024 Shared Task on Chinese Metaphor Generation

arXiv 2408.04378 ↗First posted 8 Aug 2024cs.CLcited by 2

Not on the map. Why?

Abstract (arXiv)

This paper presents the results of the shared task on Chinese metaphor generation, hosted at the 13th CCF Conference on Natural Language Processing and Chinese Computing (NLPCC 2024). The goal of this shared task is to generate Chinese metaphors using machine learning techniques and effectively identifying basic components of metaphorical sentences. It is divided into two subtasks: 1) Metaphor Generation, which involves creating a metaphor from a provided tuple consisting of TENOR, GROUND, and VEHICLE. The goal here is to synthesize a metaphor that connects the subject (i.e. TENOR) with the object (i.e. VEHICLE), guided by the concept of the GROUND. 2) Metaphor Components Identification, which extracts the most fitting TENORs, GROUNDs, and VEHICLEs from a metaphorical sentence. This component requires the identification of the most fitting metaphor elements that correspond to the specified grounds. In addition to overall results, we report on the setup and insights from the metaphor generation shared task, which attracted a total of 4 participating teams across both subtasks.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 15 of its 21 references that are in the map. First posted on arXiv 8 Aug 2024.

Builds on

15 of 21 references.

References · 15

  1. 2017Attention Is All You Needcited by 59,932
  2. 2022Training language models to follow instructions with human feedbackcited by 15,712
  3. 2017Graph Attention Networkscited by 8,854
  4. 2021DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharingcited by 1,219
  5. 2024Yi: Open Foundation Models by 01.AIcited by 706
  6. 2024Chinese Tiny LLM: Pretraining a Chinese-Centric Large Language Modelcited by 25
  7. 2023CORGI-PM: A Chinese Corpus For Gender Bias Probing and Mitigationcited by 19
  8. 2023FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learningcited by 18
  9. 2023Metaphor Detection with Effective Context Denoisingcited by 13
  10. 2023Metaphor Detection via Explicit Basic Meanings Modellingcited by 12
  11. 2024CMDAG: A Chinese Metaphor Dataset with Annotated Grounds as CoT for Boosting Metaphor Generationcited by 11
  12. 2024MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Languagecited by 10
3 more
  1. 2023The Secret of Metaphor on Expressing Stronger Emotioncited by 9
  2. 2017Grasping the Finer Point: A Supervised Similarity Network for Metaphor Detectioncited by 7
  3. 2024Finding Challenging Metaphors that Confuse Pretrained Language Modelscited by 3

Built on by

Cited by year

Citing papers per year: 2024: 2.

2 papers.