Papers with Code 아카이브
Relation Classification
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
- 하위 태스크
- 3
- 평가표
- 8
- 보존된 평가 기록
- 33
Relation Classification is the task of identifying the semantic relation holding between two nominal entities in text.
Source: Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Towards a More Generalized Approach in Open Relation Extraction
Towards Rehearsal-Free Continual Relation Extraction: Capturing Within-Task Variance with Adaptive Prompting
Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set
HFGCN:Hypergraph Fusion Graph Convolutional Networks for Skeleton-Based Action Recognition
Facial Dynamics in Video: Instruction Tuning for Improved Facial Expression Perception and Contextual Awareness
GLiREL -- Generalist Model for Zero-Shot Relation Extraction
AmalREC: A Dataset for Relation Extraction and Classification Leveraging Amalgamation of Large Language Models
Annotations for Exploring Food Tweets From Multiple Aspects
Diversity Over Quantity: A Lesson From Few Shot Relation Classification
Assessing Open-Source Large Language Models on Argumentation Mining Subtasks
GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains
Local and Global Graph Modeling with Edge-weighted Graph Attention Network for Handwritten Mathematical Expression Recognition
Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification?
Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering
Large Margin Prototypical Network for Few-shot Relation Classification with Fine-grained Features
LLM with Relation Classifier for Document-Level Relation Extraction
Multimodal Relational Triple Extraction with Query-based Entity Object Transformer
A Global-Local Attention Mechanism for Relation Classification
Implicit Discourse Relation Classification For Nigerian Pidgin
Description Boosting for Zero-Shot Entity and Relation Classification
OED: Towards One-stage End-to-End Dynamic Scene Graph Generation
An Analysis of Sentential Neighbors in Implicit Discourse Relation Prediction
KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery
How to Encode Domain Information in Relation Classification
REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking
Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning
Extracting Protein-Protein Interactions (PPIs) from Biomedical Literature using Attention-based Relational Context Information
Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification
On the use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction
Prompting Implicit Discourse Relation Annotation
Graph Language Models
Noise in Relation Classification Dataset TACRED: Characterization and Reduction
Improving Vision-and-Language Reasoning via Spatial Relations Modeling
Discourse Relations Classification and Cross-Framework Discourse Relation Classification Through the Lens of Cognitive Dimensions: An Empirical Investigation
Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.