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Interpretability

7,452 papers

Papers per year

5
14
488
1716
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Papers

ILCiteR: Evidence-grounded Interpretable Local Citation Recommendation COLING 2024
Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning COLING 2024
Improving Implicit Discourse Relation Recognition with Semantics Confrontation COLING 2024
InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks COLING 2024
Intention and Face in Dialog COLING 2024
Interpretable Assessment of Speech Intelligibility Using Deep Learning: A Case Study on Speech Disorders Due to Head and Neck Cancers COLING 2024
Interpretable Short Video Rumor Detection Based on Modality Tampering COLING 2024
Intrinsic Subgraph Generation for Interpretable Graph Based Visual Question Answering COLING 2024
Jump to Conclusions: Short-Cutting Transformers with Linear Transformations COLING 2024
LCGbank: A Corpus of Syntactic Analyses Based on Proof Nets COLING 2024
Learning Bidirectional Morphological Inflection like Humans COLING 2024
Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis COLING 2024
Limitations of Human Identification of Automatically Generated Text COLING 2024
Logic Rules as Explanations for Legal Case Retrieval COLING 2024
Medical Entity Disambiguation with Medical Mention Relation and Fine-grained Entity Knowledge COLING 2024
Meta-Cognitive Analysis: Evaluating Declarative and Procedural Knowledge in Datasets and Large Language Models COLING 2024
Modeling the Quality of Dialogical Explanations COLING 2024
NarrativeTime: Dense Temporal Annotation on a Timeline COLING 2024
On the Relationship between Skill Neurons and Robustness in Prompt Tuning COLING 2024
PAD: A Robustness Enhancement Ensemble Method via Promoting Attention Diversity COLING 2024
Prompt-based Generation of Natural Language Explanations of Synthetic Lethality for Cancer Drug Discovery COLING 2024
Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process COLING 2024
PSentScore: Evaluating Sentiment Polarity in Dialogue Summarization COLING 2024
Representation Degeneration Problem in Prompt-based Models for Natural Language Understanding COLING 2024
SaGE: Evaluating Moral Consistency in Large Language Models COLING 2024