UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models

Tianbao Xie, Chen Wu, Peng Shi, +20

EngineeringMulti-tasking Structured KnowledgePart-of-speech TaggingChen Henry WuSemantics +24

An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next

Yusen Zhang, Ansong Ni, Yu Tao, +5

Exploratory StudyEngineeringNarrative SummarizationSpoken Dialog SystemCommunication +28

Cost-Effective Build Outcome Prediction Using Cascaded Classifiers

Ansong Ni, Ming Li

Software MaintenanceEngineeringMachine LearningSoftware EngineeringSoftware Developers +22

SummN: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents

Yusen Zhang, Ansong Ni, Ziming Mao, +6

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

EngineeringLong Input DialoguesEntity SummarizationNarrative SummarizationLanguage Processing +20

DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization

Ziming Mao, Chen Wu, Ansong Ni, +7

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

EngineeringPart-of-speech TaggingEntity SummarizationChen Henry WuLanguage Processing +19

SOAR: A Synthesis Approach for Data Science API Refactoring

Ansong Ni, Daniel Ramos, Aidan Z. H. Yang, +4

Software MaintenanceEngineeringApi MigrationSoftware EngineeringSource Code Analysis +19

LEVER: Learning to Verify Language-to-Code Generation with Execution

Ansong Ni, Srini Iyer, Dragomir Radev, +4

arXiv (Cornell University)

DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization

Ziming Mao, Chen Wu, Ansong Ni, +6

arXiv (Cornell University)

EngineeringPresent DyleEntity SummarizationAutomatic SummarizationDynamic Latent Extraction +15

Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents

Yusen Zhang, Ansong Ni, Ziming Mao, +6

arXiv (Cornell University)

EngineeringLong Input DialoguesLong Input SummarizationNarrative SummarizationEntity Summarization +19

Leveraging Locality in Abstractive Text Summarization

Yixin Liu, Ansong Ni, Linyong Nan, +4

Llm Fine-tuningEngineeringMachine LearningEntity SummarizationLarge Language Model +16