Poria, Soujanya

16 publications

ICLR 2026 Demystifying Deep Search: A Holistic Evaluation with Hint-Free Multi-Hop Questions and Factorised Metrics Maojia Song, Liu Renhang, Xinyu Wang, Yong Jiang, Pengjun Xie, Fei Huang, Soujanya Poria, Jingren Zhou

ICLR 2026 Measuring and Mitigating Rapport Bias of Large Language Models Under Multi-Agent Social Interactions Maojia Song, Tej Deep Pala, Ruiwen Zhou, Weisheng Jin, Amir Zadeh, Chuan Li, Dorien Herremans, Soujanya Poria

ICLR 2026 OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always! Jingdi Lei, Varun Gumma, Rishabh Bhardwaj, Seok Min Lim, Chuan Li, Amir Zadeh, Soujanya Poria

ICLR 2026 TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization Chia-Yu Hung, Navonil Majumder, Zhifeng Kong, Ambuj Mehrish, Amir Zadeh, Chuan Li, Rafael Valle, Bryan Catanzaro, Soujanya Poria

ICLR 2025 MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou

ICLRW 2025 MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses Zonglin Yang, Wanhao Liu, Ben Gao, Tong Xie, Yuqiang Li, Wanli Ouyang, Soujanya Poria, Erik Cambria, Dongzhan Zhou

ICLR 2025 Measuring and Enhancing Trustworthiness of LLMs in RAG Through Grounded Attributions and Learning to Refuse Maojia Song, Shang Hong Sim, Rishabh Bhardwaj, Hai Leong Chieu, Navonil Majumder, Soujanya Poria

AAAI 2025 Why AI Is WEIRD and Shouldn't Be This Way: Towards AI for Everyone, with Everyone, by Everyone Rada Mihalcea, Oana Ignat, Longju Bai, Angana Borah, Luis Chiruzzo, Zhijing Jin, Claude Kwizera, Joan Nwatu, Soujanya Poria, Thamar Solorio

ICLR 2024 Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Shafiq Joty, Soujanya Poria, Lidong Bing

ICMLW 2024 Large Language Models for Automated Open-Domain Scientific Hypotheses Discovery Zonglin Yang, Xinya Du, Junxian Li, Jie Zheng, Soujanya Poria, Erik Cambria

ECCV 2022 PIP: Physical Interaction Prediction via Mental Simulation with Span Selection Jiafei Duan, Samson Yu, Soujanya Poria, Bihan Wen, Cheston Tan

AAAI 2019 DialogueRNN: An Attentive RNN for Emotion Detection in Conversations Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander F. Gelbukh, Erik Cambria

AAAI 2018 Memory Fusion Network for Multi-View Sequential Learning Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency

AAAI 2018 Multi-Attention Recurrent Network for Human Communication Comprehension Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency

AAAI 2018 SenticNet 5: Discovering Conceptual Primitives for Sentiment Analysis by Means of Context Embeddings Erik Cambria, Soujanya Poria, Devamanyu Hazarika, Kenneth Kwok

AAAI 2015 AffectiveSpace 2: Enabling Affective Intuition for Concept-Level Sentiment Analysis Erik Cambria, Jie Fu, Federica Bisio, Soujanya Poria