Synergistic Summarization: An Ensemble of Fine-Tuned and Large-Scale Language Models for Factual and Coherent Scientific Abstracts
The exponential growth of scientific literature has intensified the demand for automated summarization systems capable of producing abstracts that are both linguistically fluent and factually reliable. Existing approaches face a fundamental trade-off: encoder-decoder models such as BART and T5 maintain strong factual g...