Ravi Agrawal

4 papers · 2023–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

EMNLP (3) ICLR (1)

Top co-authors

Kaiqiang Song (3) Sathish Reddy Indurthi (3) Wenxuan Zhou (3) Sanqiang Zhao (2) Chenguang Zhu (2) Silei Xu (2) Shujian Zhang (2) Shamil Chollampatt (2) Lingxiao Zhao (1) Marco Turchi (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Natural Language Processing (2) Core AI (2) Learning Types (2) Reinforcement Learning (1) Applications (1) Methods (1) Resources & Methods (1)

Keywords

large language model (2) curriculum learning (1) dataset creation (1) direct preference optimization (1) machine translation (1) multilingual nlp (1) natural language generation (1) preference optimization (1) adversarial training (1) instruction following (1) reinforcement learning from human feedback (1) off-policy learning (1) language model (1) instruction fine-tuning (1) prompt injection (1) speech translation (1) llm alignment (1) encoder decoder (1) instruction hierarchy (1) safety protocol (1)

Papers

Instructional Segment Embedding: Improving LLM Safety with Instruction Hierarchy ICLR 2025 Improving Multilingual Instruction Finetuning via Linguistically Natural and Diverse Datasets EMNLP 2024 WPO: Enhancing RLHF with Weighted Preference Optimization EMNLP 2024 CLAD-ST: Contrastive Learning with Adversarial Data for Robust Speech Translation EMNLP 2023