Souvika Sarkar

6 papers · 2022–2025 · 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 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

EMNLP (3) AACL (2) NAACL (1)

Top co-authors

Dongji Feng (3) Shubhra Kanti Karmaker Santu (3) Mousumi Akter (3) Santu Karmaker (3) John Salvador (2) Naman Bansal (2) Anupam Das (1) Md Najib Hasan (1) Sri Ram Pavan Kumar Guttikonda (1) Matthew C. Williams Jr. (1)

Research topics

Natural Language Processing (6) Resources & Methods (5) Applications (4) Artificial Intelligence (3) Machine Learning (3) Learning Types (3) Core AI (2) Generation (2) Learning Paradigms (1)

Keywords

large language model (4) multilingual nlp (2) multi-label classification (2) text classification (2) zero-shot learning (2) semantic similarity (1) low-resource language (1) prompt sensitivity (1) zero-shot classification (1) human evaluation (1) privacy policy (1) word embedding (1) sentence embedding (1) multi-document summarization (1) sentence encoder (1) zero-shot text classification (1) peer review (1) topic classification (1) topic inference (1) bangla language (1)

Papers

Benchmarking LLMs on Semantic Overlap Summarization EMNLP 2025 LLMs as Meta-Reviewers’ Assistants: A Case Study NAACL 2025 Zero-Shot Multi-Label Classification of Bangla Documents: Large Decoders Vs. Classic Encoders AACL 2025 On Evaluation of Bangla Word Analogies EMNLP 2023 Zero-Shot Multi-Label Topic Inference with Sentence Encoders and LLMs EMNLP 2023 Exploring Universal Sentence Encoders for Zero-shot Text Classification AACL 2022