On the public citation graph
A Metamorphic Testing Approach for Assessing Question Answering Systems
0 signed · 49 inferred · view as graph
Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
Is this your work? Sign in with ORCID and put your name on the
claims that are yours.
Reference health. See whether every reference in this work resolves to a
known work and none has been retracted — and get a dated CiteStamped
badge you can embed.
What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/s11263-016-0966-6openalex-snapshot
VQA: Visual Question Answering
inferredcites →https://doi.org/10.1016/j.infsof.2012.08.008openalex-snapshot
Metamorphic slice: An application in spectrum-based fault localization
inferredcites →https://doi.org/10.1016/j.jss.2016.04.002openalex-snapshot
A metamorphic testing approach for supporting program repair without the need for a test oracle
inferredcites →https://doi.org/10.1016/j.procs.2015.12.005openalex-snapshot
Question Answering Systems: Survey and Trends
inferredcites →https://doi.org/10.1109/cvpr.2019.00648openalex-snapshot
Visual Question Answering as Reading Comprehension
inferredcites →https://doi.org/10.1109/cvpr.2019.00681openalex-snapshot
Cycle-Consistency for Robust Visual Question Answering
inferredcites →https://doi.org/10.1109/tr.2020.3003313openalex-snapshot
Input Test Suites for Program Repair: A Novel Construction Method Based on Metamorphic Relations
inferredcites →https://doi.org/10.1109/tse.2015.2478001openalex-snapshot
Metamorphic Testing for Software Quality Assessment: A Study of Search Engines
inferredcites →https://doi.org/10.1109/tse.2016.2532875openalex-snapshot
A Survey on Metamorphic Testing
inferredcites →https://doi.org/10.1109/tse.2018.2876433openalex-snapshot
Metamorphic Relations for Enhancing System Understanding and Use
inferredcites →https://doi.org/10.1109/wacv45572.2020.9093295openalex-snapshot
Robust Explanations for Visual Question Answering
inferredcites →https://doi.org/10.1145/3241979openalex-snapshot
Metamorphic testing of driverless cars
inferredcites →https://doi.org/10.1162/tacl_a_00266openalex-snapshot
CoQA: A Conversational Question Answering Challenge
inferredcites →https://doi.org/10.1609/aaai.v33i01.33018449openalex-snapshot
A Novel Framework for Robustness Analysis of Visual QA Models
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.442openalex-snapshot
Beyond Accuracy: Behavioral Testing of NLP Models with CheckList
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-demos.6openalex-snapshot
Transformers: State-of-the-Art Natural Language Processing
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.98openalex-snapshot
Robust Question Answering Through Sub-part Alignment
inferredcites →https://doi.org/10.18653/v1/d17-1215openalex-snapshot
Adversarial Examples for Evaluating Reading Comprehension Systems
inferredcites →https://doi.org/10.18653/v1/d18-1546openalex-snapshot
How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks
inferredcites →https://doi.org/10.18653/v1/d19-1221openalex-snapshot
Universal Adversarial Triggers for Attacking and Analyzing NLP
inferredcites →https://doi.org/10.18653/v1/d19-1410openalex-snapshot
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
inferredcites →https://doi.org/10.18653/v1/p17-4017openalex-snapshot
SuperAgent: A Customer Service Chatbot for E-commerce Websites
inferredcites →https://doi.org/10.18653/v1/p18-1176openalex-snapshot
Did the Model Understand the Question?
inferredcites →https://doi.org/10.18653/v1/p18-2124openalex-snapshot
Know What You Don’t Know: Unanswerable Questions for SQuAD
inferredcites →https://doi.org/10.18653/v1/p19-1621openalex-snapshot
Are Red Roses Red? Evaluating Consistency of Question-Answering Models
inferredcites →https://doi.org/10.18653/v1/w18-2501openalex-snapshot
AllenNLP: A Deep Semantic Natural Language Processing Platform
inferredcites →https://doi.org/10.3390/app10217640openalex-snapshot
A Survey on Machine Reading Comprehension—Tasks, Evaluation Metrics and Benchmark Datasets
inferredcites →https://doi.org/10.3390/app9183698openalex-snapshot
Neural Machine Reading Comprehension: Methods and Trends
inferredcites →https://doi.org/10.4230/tgdk.3.3.5openalex-snapshot
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
inferredcites →https://doi.org/10.48550/arxiv.1410.0210openalex-snapshot
A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input
inferredcites →https://doi.org/10.48550/arxiv.1611.01603openalex-snapshot
Bidirectional Attention Flow for Machine Comprehension
inferredcites →https://doi.org/10.48550/arxiv.1708.08559openalex-snapshot
DeepTest: Automated Testing of Deep-Neural-Network-driven Autonomous Cars
inferredcites →https://doi.org/10.48550/arxiv.1811.11903openalex-snapshot
Visual Question Answering as Reading Comprehension
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1049/sfw2.12058openalex-snapshot
Metamorphic testing of named entity recognition systems: A case study
inferred← citeshttps://doi.org/10.1049/sfw2.12102openalex-snapshot
MetaFL: Metamorphic fault localisation using weakly supervised deep learning
inferred← citeshttps://doi.org/10.1109/icsme64153.2025.00025openalex-snapshot
Metamorphic Testing of Large Language Models for Natural Language Processing
inferred← citeshttps://doi.org/10.1109/issre52982.2021.00033openalex-snapshot
Evaluating Natural Language Inference Models: A Metamorphic Testing Approach
inferred← citeshttps://doi.org/10.1109/qrs-c60940.2023.00012openalex-snapshot
Metamorphic Testing for the Deepfake Detection Model
inferred← citeshttps://doi.org/10.1109/qrs-c63300.2024.00015openalex-snapshot
Detecting Bias in LLMs' Natural Language Inference Using Metamorphic Testing
inferred← citeshttps://doi.org/10.1109/sera65747.2025.11154488openalex-snapshot
Metamorphic Testing for Fairness Evaluation in Large Language Models: Identifying Intersectional Bias in LLaMA and GPT
inferred← citeshttps://doi.org/10.18653/v1/2022.findings-acl.185openalex-snapshot
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective
inferred← citeshttps://doi.org/10.20944/preprints202312.1739.v1openalex-snapshot
DEEP LEARNING BASED QUESTION ANSWERING SYSTEM (SURVEY)
inferred← citeshttps://doi.org/10.3390/a16020102openalex-snapshot
Metamorphic Testing of Relation Extraction Models
inferred← citeshttps://doi.org/10.3390/bdcc8120170openalex-snapshot
Investigating Offensive Language Detection in a Low-Resource Setting with a Robustness Perspective
inferred← citeshttps://doi.org/10.3390/math10081276openalex-snapshot
Evaluation of Chinese Natural Language Processing System Based on Metamorphic Testing
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.