Кеңінен қолданылатын деректер жиынтығы

In end-to-end speech translation, acoustic rep- resentations learned by the encoder are usually fixed and static, from the perspective of the de- coder, which is not desirable for dealing with …...

AbstractKnowledge-grounded dialogue generation has achieved promising performance with the engagement of external knowledge sources. Typical approaches towards this task usually perform relatively independent two sub-tasks, i.e., knowledge selection and knowledge-aware …...

ICD coding aims to automatically assign Inter- national Classification of Diseases (ICD) codes from unstructured clinical notes or discharge summaries, which saves human labor and re- duces errors. Although several …...

AbstractEvent factuality indicates the degree of certainty about whether an event occurs in the real world. Existing studies mainly focus on identifying event factuality at sentence level, which easily leads …...

AbstractProof generation focuses on deductive reasoning: given a hypothesis and a set of theories, including some supporting facts and logical rules expressed in natural language, the model generates a proof …...

AbstractExisting models to extract temporal relations between events lack a principled method to incorporate external knowledge. In this study, we introduce Bayesian-Trans, a Bayesian learning-based method that models the temporal …...

AbstractEvent Causality Identification (ECI) aims to identify causal relations between events in unstructured texts. This is a very challenging task, because causal relations are usually expressed by implicit associations between …...