Siddharth Varia

16 papers A* 2A 1B 1Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Balancing Classification and Calibration Performance in Decision-Making LLMs via Calibration Aware Reinforcement Learning. CoRR Duygu Nur Yaldiz, Evangelia Spiliopoulou, Zheng Qi, Siddharth Varia, Srikanth Doss, Nikolaos Pappas
2025	—	`conf`	Agent vs. Agent: Automated Data Generation and Red-Teaming for Custom Agentic Workflows. EMNLP (Industry Track) Ninad Kulkarni, Xian Wu, Siddharth Varia, Dmitriy Bespalov
2025	J	`jnl`	Exploration of Plan-Guided Summarization for Narrative Texts: the Case of Small Language Models. CoRR Matt Grenander, Siddharth Varia, Paula Czarnowska, Yogarshi Vyas, Kishaloy Halder, Bonan Min
2024	—	`conf`	A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis. EACL (1) Robert Vacareanu, Siddharth Varia, Kishaloy Halder, Shuai Wang, Giovanni Paolini, Neha Anna John, Miguel Ballesteros, Smaranda Muresan
2023	—	`conf`	A Multi-Modal Multilingual Benchmark for Document Image Classification. EMNLP (Findings) Yoshinari Fujinuma, Siddharth Varia, Nishant Sankaran, Srikar Appalaraju, Bonan Min, Yogarshi Vyas
2023	J	`jnl`	A Multi-Modal Multilingual Benchmark for Document Image Classification. CoRR Yoshinari Fujinuma, Siddharth Varia, Nishant Sankaran, Srikar Appalaraju, Bonan Min, Yogarshi Vyas
2023	J	`jnl`	A Weak Supervision Approach for Few-Shot Aspect Based Sentiment. CoRR Robert Vacareanu, Siddharth Varia, Kishaloy Halder, Shuai Wang, Giovanni Paolini, Neha Anna John, Miguel Ballesteros, Smaranda Muresan
2023	—	`conf`	Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis. WASSA@ACL Siddharth Varia, Shuai Wang, Kishaloy Halder, Robert Vacareanu, Miguel Ballesteros, Yassine Benajiba, Neha Anna John, Rishita Anubhai, Smaranda Muresan, Dan Roth
2022	J	`jnl`	Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis. CoRR Siddharth Varia, Shuai Wang, Kishaloy Halder, Robert Vacareanu, Miguel Ballesteros, Yassine Benajiba, Neha Anna John, Rishita Anubhai, Smaranda Muresan, Dan Roth
2020	A*	`conf`	DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking. ACL Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi, Siddharth Varia, Kriste Krstovski, Mona T. Diab, Smaranda Muresan
2020	J	`jnl`	DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking. CoRR Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi, Siddharth Varia, Kriste Krstovski, Mona T. Diab, Smaranda Muresan
2019	B	`conf`	Discourse Relation Prediction: Revisiting Word Pairs with Convolutional Networks. SIGdial Siddharth Varia, Christopher Hidey, Tuhin Chakrabarty
2019	A	`conf`	Multimodal Social Media Analysis for Gang Violence Prevention. ICWSM 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
2018	A*	`conf`	Detecting Gang-Involved Escalation on Social Media Using Context. EMNLP Serina Chang, Ruiqi Zhong, Ethan Adams, Fei-Tzin Lee, Siddharth Varia, Desmond Patton, William R. Frey, Chris Kedzie, Kathy McKeown
2018	J	`jnl`	Detecting Gang-Involved Escalation on Social Media Using Context. CoRR Serina Chang, Ruiqi Zhong, Ethan Adams, Fei-Tzin Lee, Siddharth Varia, Desmond Patton, William R. Frey, Chris Kedzie, Kathy McKeown
2018	J	`jnl`	Multimodal Social Media Analysis for Gang Violence Prevention. CoRR Philipp Blandfort, Desmond 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