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Extract Aspect

Aspect extraction is the task of identifying and extracting terms relevant for opinion mining and sentiment analysis, for example terms for product attributes or features.

Papers

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Showing 1–23 of 23 papers

TitleStatusHype
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple PredictionCode1
Extractive Opinion Summarization in Quantized Transformer SpacesCode1
Aspect Based Sentiment Analysis with Aspect-Specific Opinion SpansCode1
A Multi-task Learning Framework for Opinion Triplet ExtractionCode1
Review highlights: opinion mining on reviews: a hybrid model for rule selection in aspect extractionCode1
From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models—0
Boundary-Driven Table-Filling with Cross-Granularity Contrastive Learning for Aspect Sentiment Triplet Extraction—0
Exploring Large Language Models for Multimodal Sentiment Analysis: Challenges, Benchmarks, and Future Directions—0
RNG: Reducing Multi-level Noise and Multi-grained Semantic Gap for Joint Multimodal Aspect-Sentiment Analysis—0
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware EntitiesCode0
Chinese Financial Text Emotion Mining: GCGTS -- A Character Relationship-based Approach for Simultaneous Aspect-Opinion Pair Extraction—0
A Better Choice: Entire-space Datasets for Aspect Sentiment Triplet ExtractionCode0
Progressive Self-Training with Discriminator for Aspect Term Extraction—0
Aspect-Sentiment-Multiple-Opinion Triplet ExtractionCode0
Enhancing Aspect Term Extraction with Soft Prototypes—0
An Interpretable and Uncertainty Aware Multi-Task Framework for Multi-Aspect Sentiment AnalysisCode0
Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation—0
Aspect and Opinion Term Extraction for Hotel Reviews using Transfer Learning and Auxiliary Labels—0
Aspect and Opinion Terms Extraction Using Double Embeddings and Attention Mechanism for Indonesian Hotel Reviews—0
IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment AnalysisCode0
Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction—0
MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews—0
Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms—0
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