systematic review

AutoBool: Reinforcement-Learned LLM for Effective Automatic Systematic Reviews Boolean Query Generation EACL 2026 AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis ACL 2026 Completing A Systematic Review in Hours instead of Months with Interactive AI Agents ACL 2025 Conversational Exploration of Literature Landscape with LitChat IJCAI 2025 Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning EMNLP 2025 From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems EMNLP 2025 Interactive platform for the exploration of large-scale ‘living’ systematic maps ACL 2025 LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025 LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis IJCNLP 2025 Machine Translation and Transliteration for Indo-Aryan Languages: A Systematic Review COLING 2025 Measuring Risk of Bias in Biomedical Reports: The RoBBR Benchmark EMNLP 2025 Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies ACL 2025 ROBOTO2: An Interactive System and Dataset for LLM-assisted Clinical Trial Risk of Bias Assessment EMNLP 2025 SafetyPrompts: A Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety AAAI 2025 Section-Level Simplification of Biomedical Abstracts EMNLP 2025 The State of Multilingual LLM Safety Research: From Measuring The Language Gap To Mitigating It EMNLP 2025 Accessible Communication: a systematic review and comparative analysis of official English Easy-to-Understand (E2U) language guidelines COLING 2024 A Systematic Review of NeurIPS Dataset Management Practices NeurIPS 2024 A Zero-Shot Monolingual Dual Stage Information Retrieval System for Spanish Biomedical Systematic Literature Reviews NAACL 2024 Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation ACL 2024 GEAR-Up: Generative AI and External Knowledge-Based Retrieval: Upgrading Scholarly Article Searches for Systematic Reviews AAAI 2024 Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges ACL 2024 MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering ACL 2024 What is the social benefit of hate speech detection research? A Systematic Review EMNLP 2024 An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives EMNLP 2023