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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
CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing
AAAI 2026
mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages
ACL 2025
LASER: A Neuro-Symbolic Framework for Learning Spatio-Temporal Scene Graphs with Weak Supervision
ICLR 2025
SEAGraph: Unveiling the Whole Story of Paper Review Comments
IJCNLP 2025
Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning
ACL 2025
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning
ACL 2025
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains
ACL 2025
Generating Domain-Specific Knowledge Graphs from Large Language Models
ACL 2025
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering
ACL 2025
REGULAR: A Framework for Relation-Guided Multi-Span Question Generation
IJCNLP 2025
ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM
ACL 2025
Shared Task at Biolaysumm2025 : Extract then summarize approach Augmented with UMLS based Definition Retrieval for Lay Summary generation.
ACL 2025
Conceptual Diagnostics for Knowledge Graphs and Large Language Models
ACL 2025
Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability
ACL 2025
EventRAG: Enhancing LLM Generation with Event Knowledge Graphs
ACL 2025
iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering
ACL 2025
Harmonizing Divergent Lemmatization and Part-of-Speech Tagging Practices for Latin Participles through the LiLa Knowledge Base
ACL 2025
Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering
ACL 2025
Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models
ACL 2025
Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation
ACL 2025
KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities
IJCAI 2025
Just KIDDIN’ : Knowledge Infusion and Distillation for Detection of INdecent Memes
ACL 2025
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs
ACL 2025
Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings
ACL 2025
KERLQA: Knowledge-Enhanced Reinforcement Learning for Question Answering in Low-resource Languages
IJCNLP 2025
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