Kiran Ramnath

5 papers · 2021–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 👥 Mega-Team · Squad

Venues

EACL (3) EMNLP (1) NAACL (1)

Top co-authors

Zhichao Xu (4) Balasubramaniam Srinivasan (3) Yun Zhou (3) Lin Lee Cheong (3) Kang Zhou (3) Sangmin Woo (3) Haibo Ding (3) Aosong Feng (2) Yueyan Chen (2) Shuai Wang (2)

Research topics

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

Keywords

reinforcement learning (1) bayesian inference (1) natural language processing (1) visual question answering (1) speech recognition (1) prompt engineering (1) text generation (1) posterior distribution (1) importance weighting (1) strategic reasoning (1) monte carlo tree search (1) knowledge graph (1) text prompt (1) automatic prompt optimization (1) spoken question answering (1) diffusion language model (1) inference-time scaling (1) parallel generation (1) cross-lingual question answering (1) llm prompting (1)

Papers

BayesFlow: A Probability Inference Framework for Meta-Agent Assisted Workflow Generation EACL 2026 Diffusion Language Model Inference with Monte Carlo Tree Search EACL 2026 Learning to Ideate for Machine Learning Engineering Agents EACL 2026 A Systematic Survey of Automatic Prompt Optimization Techniques EMNLP 2025 Worldly Wise (WoW) - Cross-Lingual Knowledge Fusion for Fact-based Visual Spoken-Question Answering NAACL 2021