Ndapandula Nakashole

According to our database, Ndapandula Nakashole authored at least 50 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQL.

Yutong Shao, Ndapa Nakashole

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

2023

Zero-shot Triplet Extraction by Template Infilling.

Bosung Kim, Hayate Iso, Nikita Bhutani, Estevam Hruschka, Ndapa Nakashole, Tom M. Mitchell

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

Database-Aware ASR Error Correction for Speech-to-SQL Parsing.

Yutong Shao, Arun Kumar, Ndapa Nakashole

Proceedings of the IEEE International Conference on Acoustics, 2023

SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting.

Bosung Kim, Ndapa Nakashole

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Structured Data Representation in Natural Language Interfaces.

Yutong Shao, Arun Kumar, Ndapa Nakashole

IEEE Data Eng. Bull., 2022

Zero-shot Triplet Extraction by Template Infilling.

Bosung Kim, Hayate Iso, Nikita Bhutani, Estevam Hruschka, Ndapa Nakashole

CoRR, 2022

Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision.

Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Data Augmentation for Rare Symptoms in Vaccine Side-Effect Detection.

Bosung Kim, Ndapa Nakashole

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

2021

A Grounded Well-being Conversational Agent with Multiple Interaction Modes: Preliminary Results.

Xinxin Yan, Ndapa Nakashole

CoRR, 2021

Extracting the Unknown from Long Math Problems.

Ndapa Nakashole

CoRR, 2021

Interactive Plot Manipulation using Natural Language.

Yihan Wang, Yutong Shao, Ndapa Nakashole

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization.

Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole

Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

Recursive Tree-Structured Self-Attention for Answer Sentence Selection.

Khalil Mrini, Emilia Farcas, Ndapa Nakashole

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding.

Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Rethinking Self-Attention: Towards Interpretability in Neural Parsing.

Khalil Mrini, Franck Dernoncourt, Quan Hung Tran, Trung Bui, Walter Chang, Ndapa Nakashole

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

ChartDialogs: Plotting from Natural Language Instructions.

Yutong Shao, Ndapa Nakashole

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Rethinking Self-Attention: An Interpretable Self-Attentive Encoder-Decoder Parser.

Khalil Mrini, Franck Dernoncourt, Trung Bui, Walter Chang, Ndapa Nakashole

CoRR, 2019

Fine-Grained Spoiler Detection from Large-Scale Review Corpora.

Mengting Wan, Rishabh Misra, Ndapa Nakashole, Julian J. McAuley

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Sense Perception Common Sense Relationships.

Ndapa Nakashole

CoRR, 2018

Unnamed Entity Recognition of Sense Mentions.

Ndapa Nakashole

CoRR, 2018

Bilingual Dictionary Induction for Bantu Languages.

Ndapa Nakashole

CoRR, 2018

Never-ending learning.

Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha P. Talukdar, Bo Yang, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matt Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling

Commun. ACM, 2018

NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings.

Ndapa Nakashole

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Characterizing Departures from Linearity in Word Translation.

Ndapa Nakashole, Raphael Flauger

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Discovering sound concepts and acoustic relations in text.

Anurag Kumar, Bhiksha Raj, Ndapandula Nakashole

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Knowledge Distillation for Bilingual Dictionary Induction.

Ndapandula Nakashole, Raphael Flauger

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

Machine Reading with Background Knowledge.

Ndapandula Nakashole, Tom M. Mitchell

CoRR, 2016

CMUML Micro-Reader System for KBP 2016 Cold Start Slot Filling, Event Nugget Detection, and Event Argument Linking.

Bishan Yang, Ndapandula Nakashole, Bryan Kisiel, Emmanouil A. Platanios, Abulhair Saparov, Shashank Srivastava, Derry Wijaya, Tom M. Mitchell

Proceedings of the 2016 Text Analysis Conference, 2016

2015

Bootstrapping Ternary Relation Extractors.

Ndapandula Nakashole

CoRR, 2015

An Operator for Entity Extraction in MapReduce.

Ndapandula Nakashole

CoRR, 2015

CMUML System for KBP 2015 Cold Start Slot Filling.

Bryan Kisiel, Bill McDowell, Matt Gardner, Ndapandula Nakashole, Emmanouil A. Platanios, Abulhair Saparov, Shashank Srivastava, Derry Wijaya, Tom M. Mitchell

Proceedings of the 2015 Text Analysis Conference, 2015

"A Spousal Relation Begins with a Deletion of engage and Ends with an Addition of divorce": Learning State Changing Verbs from Wikipedia Revision History.

Derry Tanti Wijaya, Ndapandula Nakashole, Tom M. Mitchell

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A Knowledge-Intensive Model for Prepositional Phrase Attachment.

Ndapandula Nakashole, Tom M. Mitchell

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Never-Ending Learning.

Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha Pratim Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

CTPs: Contextual Temporal Profiles for Time Scoping Facts using State Change Detection.

Derry Tanti Wijaya, Ndapandula Nakashole, Tom M. Mitchell

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Language-Aware Truth Assessment of Fact Candidates.

Ndapandula Nakashole, Tom M. Mitchell

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

Automatic extraction of facts, relations, and entities for web-scale knowledge base population.

Ndapandula Nakashole

PhD thesis, 2013

Discovering semantic relations from the web and organizing them with PATTY.

Ndapandula Nakashole, Gerhard Weikum, Fabian M. Suchanek

SIGMOD Rec., 2013

CMUML System for KBP 2013 Slot Filling.

Bryan Kisiel, Justin Betteridge, Matt Gardner, Jayant Krishnamurthy, Ndapa Nakashole, Mehdi Samadi, Partha Pratim Talukdar, Derry Wijaya, Tom M. Mitchell

Proceedings of the Sixth Text Analysis Conference, 2013

Fine-grained Semantic Typing of Emerging Entities.

Ndapandula Nakashole, Tomasz Tylenda, Gerhard Weikum

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Discovering and Exploring Relations on the Web.

Ndapandula Nakashole, Gerhard Weikum, Fabian M. Suchanek

Proc. VLDB Endow., 2012

Big Data Methods for Computational Linguistics.

Gerhard Weikum, Johannes Hoffart, Ndapandula Nakashole, Marc Spaniol, Fabian M. Suchanek, Mohamed Amir Yosef

IEEE Data Eng. Bull., 2012

Query-Time Reasoning in Uncertain RDF Knowledge Bases with Soft and Hard Rules.

Ndapandula Nakashole, Mauro Sozio, Fabian M. Suchanek, Martin Theobald

Proceedings of the Second International Workshop on Searching and Integrating New Web Data Sources, 2012

Real-time Population of Knowledge Bases: Opportunities and Challenges.

Ndapandula Nakashole, Gerhard Weikum

Proceedings of the Joint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction, 2012

PATTY: A Taxonomy of Relational Patterns with Semantic Types.

Ndapandula Nakashole, Gerhard Weikum, Fabian M. Suchanek

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2011

Scalable knowledge harvesting with high precision and high recall.

Ndapandula Nakashole, Martin Theobald, Gerhard Weikum

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

2010

Find your Advisor: Robust Knowledge Gathering from the Web.

Ndapandula Nakashole, Martin Theobald, Gerhard Weikum

Proceedings of the 13th International Workshop on the Web and Databases 2010, 2010

2009

A Hybrid Distributed Architecture for Indexing.

Ndapandula Nakashole, Hussein Suleman

Proceedings of the Research and Advanced Technology for Digital Libraries, 2009

2008

A Scavenger Grid for Intranet Indexing.

Ndapandula Nakashole, Hussein Suleman

Proceedings of the Digital Libraries: Universal and Ubiquitous Access to Information, 2008

2007

Dynamic role allocation for small search engine clusters.

Ndapandula Nakashole, Hussein Suleman, Calvin Pedzai

Proceedings of the 2007 Annual Conference of the South African Institute of Computer Scientists and Information Technologists on IT Research in Developing Countries, 2007