Papers by Anuj Attri
Bridging Cognition and Affect: Emotion-Aware Opinion Summarization using LLMs (2026.findings-acl)
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| Challenge: | Emotion-aware Opinion Summarization (EAOS) is a framework that captures emotions that shape purchasing decisions. |
| Approach: | They propose a framework that integrates emotion into opinion summaries and a large-scale training dataset and an evaluation benchmark to support this task. |
| Outcome: | The proposed framework captures discrete emotions that shape purchasing decisions. |
Why We Feel What We Feel: Joint Detection of Emotions and Their Opinion Triggers in E-commerce (2025.findings-emnlp)
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Arnav Attri, Anuj Attri, Suman Banerjee, Amey Patil, Muthusamy Chelliah, Nikesh Garera, Pushpak Bhattacharyya
| Challenge: | Existing research has not explored the joint task of emotion detection and explanatory span identification in e-commerce reviews. |
| Approach: | They propose a joint task unifying Emotion detection and Opinion Trigger extraction (EOT) which explicitly models the relationship between causal text spans (opinion triggers) and affective dimensions (emotion categories). |
| Outcome: | The proposed framework surpasses zero-shot and chain-of-thought techniques across e-commerce domains. |