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Explaining Text Matching on Neural Natural Language Inference
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-319-46493-0_1openalex-snapshot
Generating Visual Explanations
inferredcites →https://doi.org/10.1016/0950-7051(96)81920-4openalex-snapshot
Survey and critique of techniques for extracting rules from trained artificial neural networks
inferredcites →https://doi.org/10.1109/cvpr.2018.00915openalex-snapshot
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence
inferredcites →https://doi.org/10.1109/dsaa.2018.00018openalex-snapshot
Explaining Explanations: An Overview of Interpretability of Machine Learning
inferredcites →https://doi.org/10.1145/1390156openalex-snapshot
Proceedings of the 25th international conference on Machine learning - ICML '08
inferredcites →https://doi.org/10.1145/1390156.1390306openalex-snapshot
Listwise approach to learning to rank
inferredcites →https://doi.org/10.1145/1645953.1646004openalex-snapshot
Generating comparative summaries of contradictory opinions in text
inferredcites →https://doi.org/10.1145/3219819.3220099openalex-snapshot
Towards Explanation of DNN-based Prediction with Guided Feature Inversion
inferredcites →https://doi.org/10.1186/s13326-016-0083-zopenalex-snapshot
A corpus of potentially contradictory research claims from cardiovascular research abstracts
inferredcites →https://doi.org/10.1371/journal.pone.0130140openalex-snapshot
On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
inferredcites →https://doi.org/10.1371/journal.pone.0181142openalex-snapshot
"What is relevant in a text document?": An interpretable machine learning approach
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.204openalex-snapshot
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference
inferredcites →https://doi.org/10.18653/v1/2022.naacl-mainopenalex-snapshot
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
inferredcites →https://doi.org/10.18653/v1/d16-1011openalex-snapshot
Rationalizing Neural Predictions
inferredcites →https://doi.org/10.18653/v1/d17-1openalex-snapshot
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing
inferredcites →https://doi.org/10.18653/v1/d18-1386openalex-snapshot
Extractive Adversarial Networks: High-Recall Explanations for Identifying Personal Attacks in Social Media Posts
inferredcites →https://doi.org/10.18653/v1/d19-1070openalex-snapshot
Effective Use of Transformer Networks for Entity Tracking
inferredcites →https://doi.org/10.18653/v1/n18-1101openalex-snapshot
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference
inferredcites →https://doi.org/10.18653/v1/n19-1101openalex-snapshot
Generating Token-Level Explanations for Natural Language Inference
inferredcites →https://doi.org/10.18653/v1/p16-2022openalex-snapshot
Natural Language Inference by Tree-Based Convolution and Heuristic Matching
inferredcites →https://doi.org/10.18653/v1/p19-1441openalex-snapshot
Multi-Task Deep Neural Networks for Natural Language Understanding
inferredcites →https://doi.org/10.18653/v1/s17-1026openalex-snapshot
Generating Pattern-Based Entailment Graphs for Relation Extraction
inferredcites →https://doi.org/10.18653/v1/w17-5221openalex-snapshot
Explaining Recurrent Neural Network Predictions in Sentiment Analysis
inferredcites →https://doi.org/10.24963/ijcai.2017/371openalex-snapshot
Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations
inferredcites →https://doi.org/10.3115/1654536.1654538openalex-snapshot
The third PASCAL recognizing textual entailment challenge
inferredcites →https://doi.org/10.3115/1654536.1654571openalex-snapshot
A discourse commitment-based framework for recognizing textual entailment
inferredcites →https://doi.org/10.3115/v1/p14-5008openalex-snapshot
The Excitement Open Platform for Textual Inferences
inferredcites →https://doi.org/10.3115/v1/s14-1010openalex-snapshot
Text Summarization through Entailment-based Minimum Vertex Cover
inferredcites →https://doi.org/10.3929/ethz-b-000249929openalex-snapshot
Towards better understanding of gradient-based attribution methods for Deep Neural Networks
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Cross-lingual Machine Translation: An Analysis Model for Low Resource Languages
inferred← citeshttps://doi.org/10.1007/s11063-023-11281-6openalex-snapshot
Natural Language Generation Using Sequential Models: A Survey
inferred← citeshttps://doi.org/10.1016/j.ipm.2022.103245openalex-snapshot
Generating knowledge aware explanation for natural language inference
inferred← citeshttps://doi.org/10.1016/j.knosys.2024.112251openalex-snapshot
RNSC: A hierarchical deep learning model for net promoter scoring understanding by combining review and note through semantic consistency
inferred← citeshttps://doi.org/10.1109/dasc-picom-cbdcom-cyberscitech52372.2021.00027openalex-snapshot
Self-attention Based Text Matching Model with Generative Pre-training
inferred← citeshttps://doi.org/10.1109/tai.2022.3178391openalex-snapshot
Explainable Natural Language Inference via Identifying Important Rationales
inferred← citeshttps://doi.org/10.1145/3470565openalex-snapshot
Profiling Users for Question Answering Communities via Flow-Based Constrained Co-Embedding Model
inferred← citeshttps://doi.org/10.1145/3477495.3531883openalex-snapshot
Alignment Rationale for Query-Document Relevance
inferred← citeshttps://doi.org/10.1609/aaai.v36i10.21386openalex-snapshot
Supervising Model Attention with Human Explanations for Robust Natural Language Inference
inferred← citeshttps://doi.org/10.18653/v1/2021.inlg-1.25openalex-snapshot
Text-in-Context: Token-Level Error Detection for Table-to-Text Generation
inferred← citeshttps://doi.org/10.18653/v1/2023.findings-emnlp.456openalex-snapshot
Conditional Natural Language Inference
inferred← citeshttps://doi.org/10.3390/electronics13193876openalex-snapshot
Natural Language Inference with Transformer Ensembles and Explainability Techniques
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