Papers by Harkanwar Singh
Joint Completion and Alignment of Multilingual Knowledge Graphs (2022.emnlp-main)
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| Challenge: | Existing methods for knowledge graph completion are incomplete, as curators struggle to keep up with the real world. |
| Approach: | They propose a multitask approach to solve missing facts in incomplete Knowledge Graphs . they add a relation representation to the existing KG embedding scheme . |
| Outcome: | The proposed system outperforms existing models in seven languages compared to existing models . it also outperformed existing models, underscoring the value of joint alignment and completion. |
InstructAny2Pix: Image Editing with Multi-Modal Prompts (2025.findings-naacl)
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| Challenge: | Existing image editing methods struggle with complex instructions involving multiple objects or reference images. |
| Approach: | They propose a novel image editing model that leverages a multi-modal LLM to execute complex edit instructions. |
| Outcome: | The proposed model outperforms existing models and benchmarks in two multi-modal datasets. |