Sandipan Sikdar
Sandipan Sikdar has 2 papers in our library, in 2026, most of them on Language models & pretraining, Vision & language; often with Abhik Jana, Wolfgang Nejdl.
OpenAlex · ORCID · h-index 7 · 31 works · 145 citations OpenAlex, 2026-10-14
Affiliations
🔬L3S Research CenterHanover ·
Germany2023–2026 · 7 papers🎓Indian Institute of Technology KharagpurKharagpur ·
India2013–2018 · 13 papers🎓Leibniz University HannoverHanover ·
Germany2023–2025 · 7 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Early Fusion with Contrastive Learning: A Lightweight Alternative for Multi-modal Classification (2026)
Leading multimodal classifiers usually depend on large, computationally expensive architectures. This paper asks whether a much smaller design can reach similar accuracy. The authors build a framework around early fusion. Pretrained encoders turn each modality into an embedding: CLIP for text, images and video… - When Facts Change: Temporal Knowledge Conflict Resolution in LLMs (2026)
The paper examines how LLMs handle clashes between what they learned in training and what a prompt tells them.
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Language Resources and Evaluation Conference (LREC): LREC 2026
Updated
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