Audio Spectral Enhancement: Leveraging Autoencoders for Low Latency Reconstruction of Long, Lossy Audio Sequences. - Darshan Deshpande; Harshavardhan Abichandani (CoRR, 2021)

Improving the DDoS Protection and A.I. Systems Using Wireshark. - Darshan Deshpande (DeSE, 2023)

Robust and explainable identification of logical fallacies in natural language arguments. - Zhivar Sourati; Vishnu Priya Prasanna Venkatesh; Darshan Deshpande; Himanshu Rawlani; Filip Ilievski; Hông-Ân Sandlin; Alain Mermoud (Knowl. Based Syst., 2023)

Robust Text Classification: Analyzing Prototype-Based Networks. - Zhivar Sourati; Darshan Deshpande; Filip Ilievski; Kiril Gashteovski; Sascha Saralajew (EMNLP (Findings), 2024)

Contextualizing Argument Quality Assessment with Relevant Knowledge. - Darshan Deshpande; Zhivar Sourati; Filip Ilievski; Fred Morstatter (NAACL (Short Papers), 2024)

GNOME: Generating Negotiations through Open-Domain Mapping of Exchanges. - Darshan Deshpande; Shambhavi Sinha; Anirudh Ravi Kumar; Debaditya Pal; Jonathan May (CoRR, 2024)

GLIDER: Grading LLM Interactions and Decisions using Explainable Ranking. - Darshan Deshpande; Selvan Sunitha Ravi; Sky CH-Wang; Bartosz Mielczarek; Anand Kannappan; Rebecca Qian (CoRR, 2024)

Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning. - Sky CH-Wang; Darshan Girish Deshpande; Smaranda Muresan; Anand Kannappan; Rebecca Qian (ACL (1), 2025)

TRAIL: Trace Reasoning and Agentic Issue Localization. - Darshan Deshpande; Varun Gangal; Hersh Mehta; Jitin Krishnan; Anand Kannappan; Rebecca Qian (CoRR, 2025)