mlsanityData to 7 Oct 2026

FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learning

arXiv 2302.04834 ↗First posted 9 Feb 2023cs.CLcited by 18

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Abstract (arXiv)

In this paper, we propose FrameBERT, a RoBERTa-based model that can explicitly learn and incorporate FrameNet Embeddings for concept-level metaphor detection. FrameBERT not only achieves better or comparable performance to the state-of-the-art, but also is more explainable and interpretable compared to existing models, attributing to its ability of accounting for external knowledge of FrameNet.

Key facts. Cited by 18 papers in the map (data through 7 Oct 2026). Builds on 9 of its 37 references that are in the map. First posted on arXiv 9 Feb 2023.

Builds on

9 of 37 references.

References · 9

  1. 2019RoBERTa: A Robustly Optimized BERT Pretraining Approachcited by 13,266
  2. 2021MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theoriescited by 46
  3. 2018Neural Metaphor Detection in Contextcited by 34
  4. 2021Metaphor Generation with Conceptual Mappingscited by 32
  5. 2021Guiding the Growth: Difficulty-Controllable Question Generation through Step-by-Step Rewritingcited by 30
  6. 2022Recent Advances in Neural Text Generation: A Task-Agnostic Surveycited by 14
  7. 2023The Secret of Metaphor on Expressing Stronger Emotioncited by 9
  8. 2022Nominal Metaphor Generation with Multitask Learningcited by 8
  9. 2019Symmetric Regularization based BERT for Pair-wise Semantic Reasoningcited by 4

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2023: 4; 2024: 7; 2025: 5; 2026: 2.

18 papers.

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  1. 2023An Open Source Data Contamination Report for Large Language Modelscited by 47
  2. 2024Metaphor Understanding Challenge Dataset for LLMscited by 30
  3. 2023Metaphor Detection via Explicit Basic Meanings Modellingcited by 12
  4. 2024MMTE: Corpus and Metrics for Evaluating Machine Translation Quality of Metaphorical Languagecited by 10
  5. 2024Generating Harder Cross-document Event Coreference Resolution Datasets using Metaphoric Paraphrasingcited by 6
  6. 2024Meta4XNLI: A Crosslingual Parallel Corpus for Metaphor Detection and Interpretationcited by 5
  7. 2025When People are Floods: Analyzing Dehumanizing Metaphors in Immigration Discourse with Large Language Modelscited by 4
  8. 2024Finding Challenging Metaphors that Confuse Pretrained Language Modelscited by 3
  9. 2024Train & Constrain: Phonologically Informed Tongue-Twister Generation from Topics and Paraphrasescited by 3
  10. 2023ContrastWSD: Enhancing Metaphor Detection with Word Sense Disambiguation Following the Metaphor Identification Procedurecited by 2
  11. 2024Overview of the NLPCC 2024 Shared Task on Chinese Metaphor Generationcited by 2
  12. 2026Not all ANIMALs are equal: metaphorical framing through source domains and semantic framescited by 2
6 more
  1. 2025Enhancing multimodal analogical reasoning with Logic Augmented Generationcited by 1
  2. 2025Exploring Task Performance with Interpretable Models via Sparse Auto-Encoderscited by 1
  3. 2023Deep Learning-Based Knowledge Injection for Metaphor Detection: A Comprehensive Reviewcited by 0
  4. 2025The Medical Metaphors Corpus (MCC)cited by 0
  5. 2025Mechanistic Interpretability of Socio-Political Frames in Language Modelscited by 0
  6. 2026The Multilingual FrameNet Corpuscited by 0