Koustuv Sinha

Computer Science · Physical Sciences

11h-index779citations55works1.22yr avg
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Research Topics

Topic Modeling(31), Natural Language Processing Techniques(25), Multimodal Machine Learning Applications(8), Text Readability and Simplification(6), Explainable Artificial Intelligence (XAI)(5)

Publications55 total

A Lightweight Library for Energy-Based Joint-Embedding Predictive Architectures
arXiv (Cornell University)·2026Open Access
A Lightweight Library for Energy-Based Joint-Embedding Predictive Architectures
ArXiv.org·2026Open Access
CausalVQA: A Physically Grounded Causal Reasoning Benchmark for Video Models
arXiv (Cornell University)·2025Open Access
V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning
arXiv (Cornell University)·2025Open Access
A Shortcut-aware Video-QA Benchmark for Physical Understanding via Minimal Video Pairs
arXiv (Cornell University)·2025Open Access
Multi-Modal Language Models as Text-to-Image Model Evaluators
arXiv (Cornell University)·2025Open Access
Scaling Language-Free Visual Representation Learning
arXiv (Cornell University)·2025Open Access
MetaMorph: Multimodal Understanding and Generation via Instruction Tuning
arXiv (Cornell University)·2024· 1 citedOpen Access
VEDIT: Latent Prediction Architecture For Procedural Video Representation Learning
arXiv (Cornell University)·2024· 1 citedOpen Access
Efficient Tool Use with Chain-of-Abstraction Reasoning
arXiv (Cornell University)·2024· 5 citedOpen Access
The ART of LLM Refinement: Ask, Refine, and Trust
2024· 3 citedOpen Access
ACUEval: Fine-grained Hallucination Evaluation and Correction for Abstractive Summarization
2024· 4 citedOpen Access
The ART of LLM Refinement: Ask, Refine, and Trust
arXiv (Cornell University)·2023· 1 citedOpen Access
A taxonomy and review of generalization research in NLP
Nature Machine Intelligence·2023· 54 citedOpen Access
ML Reproducibility Challenge 2022
Zenodo (CERN European Organization for Nuclear Research)·2023· 10 citedOpen Access
Robustness of Named-Entity Replacements for In-Context Learning
2023· 3 citedOpen Access
Language model acceptability judgements are not always robust to context
2023· 6 citedOpen Access
Language model acceptability judgements are not always robust to context
arXiv (Cornell University)·2022Open Access
The Curious Case of Absolute Position Embeddings
arXiv (Cornell University)·2022· 1 citedOpen Access
A taxonomy and review of generalization research in NLP
arXiv (Cornell University)·2022· 41 citedOpen Access
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Frequent Co-authors

Joëlle Pineau(24), Adina Williams(10), Dieuwke Hupkes(7), Shagun Sodhani(6), William L. Hamilton(5), Peter Henderson(5), Prasanna Parthasarathi(5), Siva Reddy(4), Jessica Zosa Forde(4), Robert Stojnic(4), Rosemary Nan Ke(4), Aslı Çelikyılmaz(4), Hugo Larochelle(3), Robin Jia(3), Douwe Kiela(3), Nicolas Gontier(3), Maurits Bleeker(3), Jesse Dodge(3), Ryan Lowe(3), Shanya Sharma(3)