literature review

LiRA: A Multi-Agent Framework for Reliable and Readable Literature Review Generation AAAI 2026 Reference-Free Schema Generation for Literature Review Tables via Multi-Faceted Rewards ACL 2026 Agent Laboratory: Using LLM Agents as Research Assistants EMNLP 2025 Beyond Text: Characterizing Domain Expert Needs in Document Research ACL 2025 Can AI Validate Science? Benchmarking LLMs on Claim →Evidence Reasoning in AI Papers IJCNLP 2025 ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary COLING 2025 Large Language Models for Automated Literature Review: An Evaluation of Reference Generation, Abstract Writing, and Review Composition EMNLP 2025 Literature-Grounded Novelty Assessment of Scientific Ideas ACL 2025 Mixture of Knowledge Minigraph Agents for Literature Review Generation AAAI 2025 ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models EMNLP 2024 CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support ACL 2024 Engineering Conversational Search Systems: A Review of Applications, Architectures, and Functional Components ACL 2024 Parliamentary Discourse Research in Political Science: Literature Review COLING 2024 Related Work and Citation Text Generation: A Survey EMNLP 2024 Task-Oriented Paraphrase Analytics COLING 2024 Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations ACL 2023 Hierarchical Catalogue Generation for Literature Review: A Benchmark EMNLP 2023 An Extractive-Abstractive Approach for Multi-document Summarization of Scientific Articles for Literature Review COLING 2022 Evaluating Pre-Trained Language Models on Multi-Document Summarization for Literature Reviews COLING 2022 Overview of MSLR2022: A Shared Task on Multi-document Summarization for Literature Reviews COLING 2022