Ndapa Nakashole

Computer Science · Physical Sciences

17h-index1.9kcitations59works1.02yr avg
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Research Topics

Topic Modeling(43), Natural Language Processing Techniques(32), Semantic Web and Ontologies(10), Advanced Text Analysis Techniques(8), Data Quality and Management(6)

Publications59 total

Typology-Guided Adaptation in Multilingual Models
2025Open Access
On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQL
arXiv (Cornell University)·2024Open Access
On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQL
2024· 3 citedOpen Access
Database-Aware ASR Error Correction for Speech-to-SQL Parsing
2023· 2 cited
Zero-shot Triplet Extraction by Template Infilling
2023· 9 citedOpen Access
SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting
2023· 2 citedOpen Access
Zero-shot Triplet Extraction by Template Infilling
arXiv (Cornell University)·2022· 1 citedOpen Access
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision
arXiv (Cornell University)·2022· 1 citedOpen Access
Data Augmentation for Rare Symptoms in Vaccine Side-Effect Detection
2022Open Access
A Grounded Well-being Conversational Agent with Multiple Interaction Modes: Preliminary Results
arXiv (Cornell University)·2021Open Access
Extracting the Unknown from Long Math Problems
arXiv (Cornell University)·2021Open Access
UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization
2021· 13 citedOpen Access
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding
2021· 26 citedOpen Access
Joint Summarization-Entailment Optimization for Consumer Health Question Understanding
2021· 16 citedOpen Access
A Grounded Well-being Conversational Agent with Multiple Interaction Modes: Preliminary Results
2021· 1 citedOpen Access
Interactive Plot Manipulation using Natural Language
2021· 2 citedOpen Access
Recursive Tree-Structured Self-Attention for Answer Sentence Selection
2021· 7 citedOpen Access
ChartDialogs: Plotting from Natural Language Instructions
2020· 10 citedOpen Access
Rethinking Self-Attention: Towards Interpretability in Neural Parsing
2020· 8 citedOpen Access
Rethinking Self-Attention: An Interpretable Self-Attentive Encoder-Decoder Parser.
arXiv (Cornell University)·2019· 25 citedOpen Access
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Frequent Co-authors

Tom M. Mitchell(8), Gerhard Weikum(8), Khalil Mrini(7), Derry Wijaya(6), Fabian M. Suchanek(6), Franck Dernoncourt(6), Walter Chang(6), Trung Bui(5), Emilia Farcas(5), Bryan Kisiel(4), Martin Theobald(4), Yutong Shao(4), Estevam Hruschka(3), Matt Gardner(3), Emmanouil Antonios Platanios(3), Abulhair Saparov(3), Raphael Flauger(3), Seunghyun Yoon(3), Partha Talukdar(2), Bishan Yang(2)