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Junyoung Son

4 accepted papers

2023

Explore the Way: Exploring Reasoning Path by Bridging Entities for Effective Cross-Document Relation Extraction

EMNLP 2023short findings

Cross-document relation extraction (CodRED) task aims to infer the relation between two entities mentioned in different documents within a reasoning path. Previous studies have concentrated on merely capturing implicit relations between the entities. However, humans usually utilize explicit informat…

Cited by 0SourceScholar
2023

Post-hoc Utterance Refining Method by Entity Mining for Faithful Knowledge Grounded Conversations

EMNLP 2023long main

Despite the striking advances in recent language generation performance, model-generated responses have suffered from the chronic problem of hallucinations that are either untrue or unfaithful to a given source. Especially in the task of knowledge grounded conversation, the models are required to ge…

Cited by 0SourcecodeScholar
2022

GRASP: Guiding Model with RelAtional Semantics Using Prompt for Dialogue Relation Extraction

COLING 2022main

The dialogue-based relation extraction (DialogRE) task aims to predict the relations between argument pairs that appear in dialogue. Most previous studies utilize fine-tuning pre-trained language models (PLMs) only with extensive features to supplement the low information density of the dialogue by…

2022

KoCHET: A Korean Cultural Heritage Corpus for Entity-related Tasks

COLING 2022main

As digitized traditional cultural heritage documents have rapidly increased, resulting in an increased need for preservation and management, practical recognition of entities and typification of their classes has become essential. To achieve this, we propose KoCHET - a Korean cultural heritage corpu…