{"total":19,"rows":[{"id":"2507.11810","title":"Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator","created":"2025-07-16","cited_by_count":9,"area":null},{"id":"2509.07801","title":"SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP","created":"2025-09-09","cited_by_count":4,"area":null},{"id":"2601.05099","title":"Multi-Disciplinary Dataset Discovery from Citation-Verified Literature Contexts","created":"2026-01-08","cited_by_count":4,"area":null},{"id":"2504.04616","title":"DynClean: Training Dynamics-based Label Cleaning for Distantly-Supervised Named Entity Recognition","created":"2025-04-06","cited_by_count":2,"area":null},{"id":"2502.06551","title":"Efficient Scientific Full Text Classification: The Case of EICAT Impact Assessments","created":"2025-02-10","cited_by_count":1,"area":null},{"id":"2509.15620","title":"SciEvent: Benchmarking Multi-domain Scientific Event Extraction","created":"2025-09-19","cited_by_count":1,"area":null},{"id":"2606.18620","title":"BCL: Bayesian In-Context Learning Framework for Information Extraction","created":"2026-06-17","cited_by_count":1,"area":null},{"id":"2606.21005","title":"Building Agent Harnesses for Scientific Curation from Multimodal Sources","created":"2026-06-19","cited_by_count":1,"area":null},{"id":"2507.03617","title":"EMERGE: A Benchmark for Updating Knowledge Graphs with Emerging Textual Knowledge","created":"2025-07-04","cited_by_count":0,"area":null},{"id":"2509.10087","title":"Querying Climate Knowledge: Semantic Retrieval for Scientific Discovery","created":"2025-09-12","cited_by_count":0,"area":null},{"id":"2601.04524","title":"BioPIE: A Biomedical Protocol Information Extraction Dataset for Experiment Understanding","created":"2026-01-08","cited_by_count":0,"area":null},{"id":"2602.10881","title":"Diagnosing Structural Failures in LLM-Based Evidence Extraction for Meta-Analysis","created":"2026-02-11","cited_by_count":0,"area":null},{"id":"2603.23136","title":"HGNet: Scalable Foundation Model for Automated Knowledge Graph Generation from Scientific Literature","created":"2026-03-24","cited_by_count":0,"area":null},{"id":"2605.23440","title":"SSDAU: Structured Semantic Data Augmentation for Joint Entity and Relation Extraction","created":"2026-05-22","cited_by_count":0,"area":null},{"id":"2606.21890","title":"Scaling Performance and Low-Resource Annotation with Many-Shot In-Context Learning for Named Entity Recognition","created":"2026-06-20","cited_by_count":0,"area":null},{"id":"2607.21610","title":"SCOPE and SCION: A Benchmark and an Auditable Reference Pipeline for Schema Induction and Fusion from Text","created":"2026-05-20","cited_by_count":0,"area":null},{"id":"2608.10974","title":"MUSE: A Full-Text Cross-Domain Knowledge Base of Scientific Problems, Solutions, and Rationales","created":"2026-08-11","cited_by_count":0,"area":null},{"id":"2609.22174","title":"SCoR: A Hierarchical Framework for Forecasting Relations Between Scientific Concepts","created":"2026-08-27","cited_by_count":0,"area":null},{"id":"2610.17113","title":"Calibrated Typed Decisions for Entity, Relation, and Event Extraction","created":"2026-10-12","cited_by_count":0,"area":null}],"next_cursor":null}