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Found 8 papers, 3 papers with code
Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs
Pre-trained language models (PLMs) such as BERT and RoBERTa have dramatically improved the performance of various natural language processing tasks.
Accuracy-Preserving Calibration via Statistical Modeling on Probability Simplex
We propose an accuracy-preserving calibration method using the Concrete distribution as the probabilistic model on the probability simplex.
Chat Translation Error Detection for Assisting Cross-lingual Communications
In this paper, we describe the development of a communication support system that detects erroneous translations to facilitate crosslingual communications due to the limitations of current machine chat translation methods.
StyleDiff: Attribute Comparison Between Unlabeled Datasets in Latent Disentangled Space
One major challenge in machine learning applications is coping with mismatches between the datasets used in the development and those obtained in real-world applications.
Bipartite-play Dialogue Collection for Practical Automatic Evaluation of Dialogue Systems
Automation of dialogue system evaluation is a driving force for the efficient development of dialogue systems.
Target-Guided Open-Domain Conversation Planning
Prior studies addressing target-oriented conversational tasks lack a crucial notion that has been intensively studied in the context of goal-oriented artificial intelligence agents, namely, planning.
N-best Response-based Analysis of Contradiction-awareness in Neural Response Generation Models
In this scenario, the quality of the n-best list considerably affects the occurrence of contradictions because the final response is chosen from this n-best list.
