iBERT: Interpretable BERT

Interpretable Embeddings via Sense Decomposition

Vishal Anand, Milad Alshomary, Kathleen McKeown

EACL 2026 (Oral)

Paper Code Cite

iBERT vs BERT Embedding Distribution

Results

N.B: BERT (gray) on WG+SD setup was the prior State-of-The-Art (Patel et al. StyleDistance, ACL 2025)

Interpretable editability

Citation

To appear in Proceedings of EACL (Main) 2026 (Oral)

@misc{anand2026ibertinterpretableembeddingssense,
      title={iBERT: Interpretable Embeddings via Sense Decomposition}, 
      author={Vishal Anand and Milad Alshomary and Kathleen McKeown},
      year={2026},
      eprint={2510.09882},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2510.09882}, 
}