Kalyani Roy

5 papers · 2020–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

ACL (3) EMNLP (1) IJCAI (1)

Top co-authors

Pawan Goyal (4) Sanmitra Bhattacharya (1) Jyotirmoy Banerjee (1) Balaji Veeramani (1) Vineeth Balapanuru (1) Nirmala Pudota (1) Manish Bansal (1) Michael Suesserman (1) Smit Shah (1) Nithish Pai (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Natural Language Processing (3) Applications (3) Core AI (3) Models (2) Knowledge & Reasoning (1) Machine Learning (1) Architectures (1) Core Methods (1) Generation (1) Learning Types (1) Reasoning (1) Resources & Methods (1) Understanding (1)

Keywords

question answering (3) generative model (2) text classification (1) named entity recognition (1) text generation (1) attribute extraction (1) bert model (1) first-order logic (1) text retrieval (1) semantic similarity (1) language model (1) zero-shot generalization (1) pre-trained language model (1) ai-generated text detection (1) pointer network (1) product specification (1) xlnet model (1) siamese model (1) product review (1) attribute value extraction (1)

Papers

A Simple yet Efficient Ensemble Approach for AI-generated Text Detection EMNLP 2023 Investigating the Generative Approach for Question Answering in E-Commerce ACL 2022 Attribute Value Generation from Product Title using Language Models ACL 2021 Logic Constrained Pointer Networks for Interpretable Textual Similarity IJCAI 2020 Using Large Pretrained Language Models for Answering User Queries from Product Specifications ACL 2020