Siddharth Varia

According to our database, Siddharth Varia authored at least 11 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Balancing Classification and Calibration Performance in Decision-Making LLMs via Calibration Aware Reinforcement Learning.

Duygu Nur Yaldiz, Evangelia Spiliopoulou, Zheng Qi, Siddharth Varia, Srikanth Doss, Nikolaos Pappas

CoRR, January, 2026

2025

Exploration of Plan-Guided Summarization for Narrative Texts: the Case of Small Language Models.

Matt Grenander, Siddharth Varia, Paula Czarnowska, Yogarshi Vyas, Kishaloy Halder, Bonan Min

CoRR, April, 2025

Agent vs. Agent: Automated Data Generation and Red-Teaming for Custom Agentic Workflows.

Ninad Kulkarni, Xian Wu, Siddharth Varia, Dmitriy Bespalov

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis.

Robert Vacareanu, Siddharth Varia, Kishaloy Halder, Shuai Wang, Giovanni Paolini, Neha Anna John, Miguel Ballesteros, Smaranda Muresan

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

A Weak Supervision Approach for Few-Shot Aspect Based Sentiment.

Robert Vacareanu, Siddharth Varia, Kishaloy Halder, Shuai Wang, Giovanni Paolini, Neha Anna John, Miguel Ballesteros, Smaranda Muresan

CoRR, 2023

Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis.

Siddharth Varia, Shuai Wang, Kishaloy Halder, Robert Vacareanu, Miguel Ballesteros, Yassine Benajiba, Neha Anna John, Rishita Anubhai, Smaranda Muresan, Dan Roth

Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023

A Multi-Modal Multilingual Benchmark for Document Image Classification.

Yoshinari Fujinuma, Siddharth Varia, Nishant Sankaran, Srikar Appalaraju, Bonan Min, Yogarshi Vyas

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2020

DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking.

Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi, Siddharth Varia, Kriste Krstovski, Mona T. Diab, Smaranda Muresan

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Discourse Relation Prediction: Revisiting Word Pairs with Convolutional Networks.

Siddharth Varia, Christopher Hidey, Tuhin Chakrabarty

Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019

Multimodal Social Media Analysis for Gang Violence Prevention.

Philipp Blandfort, Desmond Upton Patton, William R. Frey, Svebor Karaman, Surabhi Bhargava, Fei-Tzin Lee, Siddharth Varia, Chris Kedzie, Michael B. Gaskell, Rossano Schifanella, Kathleen R. McKeown, Shih-Fu Chang

Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

2018

Detecting Gang-Involved Escalation on Social Media Using Context.

Serina Chang, Ruiqi Zhong, Ethan Adams, Fei-Tzin Lee, Siddharth Varia, Desmond Patton, William R. Frey, Chris Kedzie, Kathy McKeown

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018