Sameera Horawalavithana

4 papers · 2022–2025 · 2 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 (17)

Venues

ACL (3) EMNLP (1)

Top co-authors

Sai Munikoti (3) Anurag Acharya (2) Sridevi Wagle (2) Svitlana Volkova (1) Maria Glenski (1) Robin Cosbey (1) Scott Howland (1) Henry Kvinge (1) Megha Subramanian (1) Mahantesh Halappanavar (1)

Research topics

Natural Language Processing (4) Resources & Methods (4) Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Core AI (3) Learning Types · Machine Learning (3) Applications (2) Learning Types · Deep Learning (2) Models (2) Application Areas (1) Generation (1)

Keywords

large language model (3) retrieval-augmented generation (2) foundation model (2) question answering (1) multimodal learning (1) document retrieval (1) instruction fine-tuning (1) model scaling (1) hallucination detection (1) benchmark framework (1) scientific reasoning (1) evidence verification (1) wind energy (1) cross-document retrieval (1) scientific text (1) scientific knowledge (1) vision language (1) domain-specific question answering (1) zero-shot learning (1) scientific document reasoning (1)

Papers

WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain ACL 2025 Evaluating the Effectiveness of Retrieval-Augmented Large Language Models in Scientific Document Reasoning ACL 2024 SCITUNE: Aligning Large Language Models with Human-Curated Scientific Multimodal Instructions EMNLP 2024 Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ACL 2022