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Methodology
← Representation
Knowledge & Reasoning
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Representation
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Knowledge Graphs
1534 directly classified papers
Papers per year
2002: 1
2006: 2
2007: 2
2008: 3
2009: 2
2010: 6
2011: 4
2012: 4
2013: 11
2014: 1
2016: 15
2017: 47
2018: 77
2019: 131
2020: 157
2021: 179
2022: 243
2023: 207
2024: 200
2025: 241
2026: 1
Papers
Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs
ACL 2024
KGConv, a Conversational Corpus Grounded in Wikidata
COLING 2024
KPatch: Knowledge Patch to Pre-trained Language Model for Zero-Shot Stance Detection on Social Media
COLING 2024
DFRP: A Dual-Track Feedback Recommendation System for Educational Resources
IJCAI 2024
MKeCL: Medical Knowledge-Enhanced Contrastive Learning for Few-shot Disease Diagnosis
COLING 2024
SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction
WACV 2024
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering
COLING 2024
EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems
ACL 2024
Beyond Model Performance: Can Link Prediction Enrich French Lexical Graphs?
COLING 2024
Viewpoint-Aware Visual Grounding in 3D Scenes
CVPR 2024
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation
CVPR 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments
ACL 2024
KC-GenRe: A Knowledge-constrained Generative Re-ranking Method Based on Large Language Models for Knowledge Graph Completion
COLING 2024
Unlocking the Power of Large Language Models for Entity Alignment
ACL 2024
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction
EMNLP 2024
Dual Complex Number Knowledge Graph Embeddings
COLING 2024
Few-shot Link Prediction on Hyper-relational Facts
COLING 2024
Croatian Idioms Integration: Enhancing the LIdioms Multilingual Linked Idioms Dataset
COLING 2024
From Text to Historical Ecological Knowledge: The Construction and Application of the Shan Jing Knowledge Base
COLING 2024
Temporal Knowledge Graph Extrapolation via Causal Subhistory Identification
IJCAI 2024
Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embedding
COLING 2024
TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation
COLING 2024
ECoK: Emotional Commonsense Knowledge Graph for Mining Emotional Gold
ACL 2024
Word-level Commonsense Knowledge Selection for Event Detection
COLING 2024
Knowledge-Powered Recommendation for an Improved Diet Water Footprint
AAAI 2024
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