Dialog Relation Extraction
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Benchmarks
Most implemented
Dialogue-Based Relation Extraction
GRASP: Guiding model with RelAtional Semantics using Prompt for Dialogue Relation Extraction
Global inference with explicit syntactic and discourse structures for dialogue-level relation extraction
Document-Level Relation Extraction with Sentences Importance Estimation and Focusing
Speaker-Oriented Latent Structures for Dialogue-Based Relation Extraction
D-REX: Dialogue Relation Extraction with Explanations
Papers
GRASP: Guiding model with RelAtional Semantics using Prompt for Dialogue Relation Extraction
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 …
Dialog Relation ExtractionEmotion Recognition in ConversationRelationRelation ExtractionGlobal inference with explicit syntactic and discourse structures for dialogue-level relation extraction
Recent research attention for relation extraction has been paid to the dialogue scenario, ie, dialoguelevel relation extraction (DiaRE). Existing DiaRE methods either simply concatenate the utterances in a dialogue into …
Dialog Relation ExtractionRelationRelation ExtractionRepresentation LearningDocument-Level Relation Extraction with Sentences Importance Estimation and Focusing
Document-level relation extraction (DocRE) aims to determine the relation between two entities from a document of multiple sentences. Recent studies typically represent the entire document by sequence- or graph-based mod…
Dialog Relation ExtractionDocument-level Relation ExtractionRelationRelation Extraction+1Speaker-Oriented Latent Structures for Dialogue-Based Relation Extraction
Dialogue-based relation extraction (DiaRE) aims to detect the structural information from unstructured utterances in dialogues. Existing relation extraction models may be unsatisfactory under such a conversational settin…
Dialog Relation ExtractionRelationRelation ExtractionD-REX: Dialogue Relation Extraction with Explanations
Existing research studies on cross-sentence relation extraction in long-form multi-party conversations aim to improve relation extraction without considering the explainability of such methods. This work addresses that g…
Dialog Relation ExtractionRelationrelation explanationRelation Extraction+2Graph Based Network with Contextualized Representations of Turns in Dialogue
Dialogue-based relation extraction (RE) aims to extract relation(s) between two arguments that appear in a dialogue. Because dialogues have the characteristics of high personal pronoun occurrences and low information den…
Dialog Relation ExtractionEmotion RecognitionEmotion Recognition in ConversationNatural Language Understanding+3