Maria Chang

Affiliations:
  • IBM Research, Yorktown Heights, NY, USA


According to our database1, Maria Chang authored at least 31 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Reasoning about concepts with LLMs: Inconsistencies abound.
CoRR, 2024

Alignment Studio: Aligning Large Language Models to Particular Contextual Regulations.
CoRR, 2024

CHRONOS: A Schema-Based Event Understanding and Prediction System.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022
A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases.
CoRR, 2022

Neuro-symbolic Models for Interpretable Time Series Classification using Temporal Logic Description.
Proceedings of the IEEE International Conference on Data Mining, 2022


2021
SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases.
CoRR, 2021

STONE: Signal Temporal Logic Neural Network for Time Series Classification.
Proceedings of the 2021 International Conference on Data Mining, 2021


2020
Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning.
CoRR, 2020

Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
High-Fidelity Vector Space Models of Structured Data.
CoRR, 2019

Graph Enhanced Cross-Domain Text-to-SQL Generation.
Proceedings of the Thirteenth Workshop on Graph-Based Methods for Natural Language Processing, 2019

Answering Science Exam Questions Using Query Reformulation with Background Knowledge.
Proceedings of the 1st Conference on Automated Knowledge Base Construction, 2019

Improving Natural Language Inference Using External Knowledge in the Science Questions Domain.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Answering Science Exam Questions Using Query Rewriting with Background Knowledge.
CoRR, 2018

Human-level Multiple Choice Question Guessing Without Domain Knowledge: Machine-Learning of Framing Effects.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Scalable Reasoning Infrastructure for Large Scale Knowledge Bases.
Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

Research Questions to Support Conversational Learning in the Era of Ubiquitous, Mobile Agents.
Proceedings of the Rethinking learning in the digital age: Making the Learning Sciences count, 2018

An Interface for Annotating Science Questions.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018

Preliminary Evaluations of a Dialogue-Based Digital Tutor.
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

Adaptive Visual Dialog for Intelligent Tutoring Systems.
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset.
Proceedings of the Workshop on Machine Reading for Question Answering@ACL 2018, 2018

2017
Promoting Sketching in Introductory Geoscience Courses: CogSketch Geoscience Worksheets.
Top. Cogn. Sci., 2017

The Cognitive Science of Sketch Worksheets.
Top. Cogn. Sci., 2017

Wizard's Apprentice: Cognitive Suggestion Support for Wizard-of-Oz Question Answering.
Proceedings of the Artificial Intelligence in Education - 18th International Conference, 2017

2014
Using Analogy to Cluster Hand-Drawn Sketches for Sketch-Based Educational Software.
AI Mag., 2014

Spatial Reasoning in Comparative Analyses of Physics Diagrams.
Proceedings of the Spatial Cognition IX, 2014

Analogy Tutor: A Tutoring System for Promoting Conceptual Learning via Comparison.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Clustering Hand-Drawn Sketches via Analogical Generalization.
Proceedings of the Twenty-Fifth Innovative Applications of Artificial Intelligence Conference, 2013

2012
Using Quantitative Information to Improve Analogical Matching Between Sketches.
Proceedings of the Twenty-Fourth Conference on Innovative Applications of Artificial Intelligence, 2012


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