A5054052827- Advanced Text Analysis Techniques
- Natural Language Processing Techniques
- Topic Modeling
- UAV Applications and Optimization
- Advanced Algorithms and Applications
- Remote Sensing and Land Use
- IoT and Edge/Fog Computing
- Infrared Target Detection Methodologies
Beijing Normal University - Hong Kong Baptist University United International College
2023-2024
Fixed length summarization aims at generating summaries with a preset number of words or characters.Most recent researches incorporate information word embeddings as the input to recurrent decoding unit, causing compromise between controllability and summary quality.In this work, we present an effective controlling unit Length Attention (LenAtten) break trade-off.Experimental results show that LenAtten not only brings improvements in ROGUE scores but also has great generalization ability.In...
Fixed length summarization aims at generating summaries with a preset number of words or characters. Most recent researches incorporate information word embeddings as the input to recurrent decoding unit, causing compromise between controllability and summary quality. In this work, we present an effective controlling unit Length Attention (LenAtten) break trade-off. Experimental results show that LenAtten not only brings improvements in ROGUE scores but also has great generalization ability....