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Sudhanshu Singh

3 papers · 2023–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ACL (1) EMNLP (1) NAACL (1)

Top co-authors

Muthusamy Chelliah (3) Tejpalsingh Siledar (3) Suman Banerjee (3) Pushpak Bhattacharyya (3) Amey Patil (3) Nikesh Garera (3) Rupasai Rangaraju (2) Sankara Muddu (2) Swaprava Nath (2) Swaroop Nath (1)

Research topics

Deep Learning (2) Machine Learning (2) Natural Language Processing (2) Generation (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Data Science & Analytics (1) Application Areas (1) Core AI (1) Learning Types · Deep Learning (1) Methods (1) Models (1) Resources & Methods (1)

Keywords

opinion summarization (3) text generation (2) text summarization (2) self-supervised learning (2) synthetic dataset (2) pre-trained language model (1) faithfulness evaluation (1) reference-free metric (1) large language model (1) aspect-specific summarization (1) opinion mining (1) multi-encoder decoder (1) knowledge distillation (1) natural language inference (1) natural language generation (1) summarization evaluation (1)

Papers

One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation ACL 2024 Product Description and QA Assisted Self-Supervised Opinion Summarization NAACL 2024 Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce EMNLP 2023