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Soujanya Poria

Singapore University of Technology and Design, Singapore

35 papers at tracked venues · 19 at CORE A* · active 2024–2026

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Venues

ACL ×8EMNLP ×8NAACL ×8AAAI ×3ACM MM ×3ICLR ×3WWW ×2

Frequent coauthors

Yew Ken Chia
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Qi Sun
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Pala Tej Deep
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Zonglin Yang
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Wei Han
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Meng Luo
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Rima Hazra
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Tazeek Bin Abdur Rakib
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Deepanway Ghosal
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Ruizhe Chen
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Divij Chawla
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Pengfei Hong
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Papers

  1. 10 Open Challenges Steering the Future of Vision-Language-Action Models
    AAAI 2026 · Soujanya Poria
  2. DialogXpert: Driving Intelligent and Emotion-Aware Conversations Through Online Value-Based Reinforcement Learning with LLM Priors
    AAAI 2026 ·
    Tazeek Bin Abdur Rakib
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  3. AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles
    NAACL 2025 ·
    Deepanway Ghosal
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  4. DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models
    ACL 2025 ·
    Ruizhe Chen
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  5. Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning
    ACL 2025 ·
    Qi Sun
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  6. Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision
    EMNLP 2025 ·
    Pala Tej Deep
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  7. Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk Appetite?
    EMNLP 2025 ·
    Divij Chawla
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  8. Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions
    ACL 2025 ·
    Pengfei Hong
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  9. Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique
    EMNLP 2025 ·
    Pala Tej Deep
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  10. From Grounding to Manipulation: Case Studies of Foundation Model Integration in Embodied Robotic Systems
    EMNLP 2025 ·
    Xiuchao Sui
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  11. Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability
    NAACL 2025 ·
    Haonan Li
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  12. M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework
    EMNLP 2025 ·
    Yew Ken Chia
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  13. MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses
    ICLR 2025 ·
    Zonglin Yang
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  14. Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
    ICLR 2025 ·
    Maojia Song
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  15. PREMISE: Matching-based Prediction for Accurate Review Recommendation
    NAACL 2025 ·
    Wei Han
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  16. Pixel-Level Reasoning Segmentation via Multi-turn Conversations
    ACL 2025 ·
    Dexian Cai
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  17. Reward-Guided Tree Search for Inference Time Alignment of Large Language Models
    NAACL 2025 ·
    Chia-Yu Hung
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  18. The ACM Multimedia 2025 Grand Challenge of Multimodal Conversational Aspect-based Sentiment Analysis
    ACM MM 2025 ·
    Meng Luo
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  19. Why AI Is WEIRD and Shouldn't Be This Way: Towards AI for Everyone, with Everyone, by Everyone
    AAAI 2025 ·
    Rada Mihalcea
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  20. CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models
    NAACL 2024 ·
    Xiang Li
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  21. Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
    ICLR 2024 ·
    Xingxuan Li
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  22. Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction
    WWW 2024 ·
    Qi Sun
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  23. Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic
    ACL 2024 ·
    Rishabh Bhardwaj
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  24. Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
    ACL 2024 ·
    Zonglin Yang
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  25. Mustango: Toward Controllable Text-to-Music Generation
    NAACL 2024 ·
    Jan Melechovský
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  26. PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis
    ACM MM 2024 ·
    Meng Luo
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  27. PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns
    ACL 2024 ·
    Yew Ken Chia
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  28. Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths
    EMNLP 2024 ·
    Yew Ken Chia
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  29. Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations
    EMNLP 2024 ·
    Rima Hazra
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  30. Self-Adaptive Sampling for Accurate Video Question Answering on Image Text Models
    NAACL 2024 ·
    Wei Han
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  31. Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models
    ACL 2024 ·
    Rima Hazra
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  32. Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization
    ACM MM 2024 ·
    Navonil Majumder
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  33. Understanding the Capabilities and Limitations of Large Language Models for Cultural Commonsense
    NAACL 2024 ·
    Siqi Shen
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  34. Understanding, Leveraging, and Improving Large Language Models
    WWW 2024 · Soujanya Poria
  35. WalledEval: A Comprehensive Safety Evaluation Toolkit for Large Language Models
    EMNLP 2024 ·
    Prannaya Gupta
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