Litton J. Kurisinkel

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 14

Top Topics

Integer Linear Programming

Text Segmentation

Financial Forecasting

Document Summarization

Top Venues

NAACL-HLT (Industry Papers)

EMNLP (Industry Track)

Publications

Litton J. Kurisinkel, Pruthwik Mishra, Yue Zhang
Text2TimeSeries: Enhancing Financial Forecasting through Time Series Prediction Updates with Event-Driven Insights from Large Language Models. CoRR (2024)
Litton J. Kurisinkel, Nancy F. Chen
LLM Based Multi-Document Summarization Exploiting Main-Event Biased Monotone Submodular Content Extraction. CoRR (2023)
Litton J. Kurisinkel, Nancy F. Chen
Controllable Multi-document Summarization: Coverage & Coherence Intuitive Policy with Large Language Model Based Rewards. CoRR (2023)
Litton J. Kurisinkel, Nancy Chen
Tractable & Coherent Multi-Document Summarization: Discrete Optimization of Multiple Neural Modeling Streams via Integer Linear Programming. EMNLP (Industry Track) (2022)
Litton J. Kurisinkel, Ai Ti Aw, Nancy F. Chen
Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States. NAACL-HLT (Industry Papers) (2021)
Litton J. Kurisinkel, Yue Zhang, Vasudeva Varma
Domain Adaptive Neural Sentence Compression by Tree Cutting. ECIR (1) (2019)
Litton J. Kurisinkel, Nancy F. Chen
Set to Ordered Text: Generating Discharge Instructions from Medical Billing Codes. EMNLP/IJCNLP (1) (2019)
Pruthwik Mishra, Litton J. Kurisinkel, Dipti Misra Sharma
Arithmetic Word Problem Solver using Frame Identification. CoRR (2018)
Pruthwik Mishra, Litton J. Kurisinkel, Dipti Misra Sharma, Vasudeva Varma
EquGener: A Reasoning Network for Word Problem Solving by Generating Arithmetic Equations. PACLIC (2018)
Pinkesh Badjatiya, Litton J. Kurisinkel, Manish Gupta, Vasudeva Varma
Attention-based Neural Text Segmentation. CoRR (2018)
Pinkesh Badjatiya, Litton J. Kurisinkel, Manish Gupta, Vasudeva Varma
Attention-Based Neural Text Segmentation. ECIR (2018)
Raghuram Vadapalli, Litton J. Kurisinkel, Manish Gupta, Vasudeva Varma
SSAS: Semantic Similarity for Abstractive Summarization. IJCNLP(2) (2017)
Litton J. Kurisinkel, Yue Zhang, Vasudeva Varma
Abstractive Multi-document Summarization by Partial Tree Extraction, Recombination and Linearization. IJCNLP(1) (2017)
Litton J. Kurisinkel, Pruthwik Mishra, Vigneshwaran Muralidaran, Vasudeva Varma, Dipti Misra Sharma
Non-decreasing Sub-modular Function for Comprehensible Summarization. SRW@HLT-NAACL (2016)
Litton J. Kurisinkel, Vigneshwaran Muralidaran, Vasudeva Varma, Dipti Misra Sharma
Readable and Coherent MultiDocument Summarization. Res. Comput. Sci. 90 (2015)
Devadath V. V, Litton J. Kurisinkel, Dipti Misra Sharma, Vasudeva Varma
A Sandhi Splitter for Malayalam. ICON (2014)