Representation
2,100 papers (7 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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5
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3
8
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7
13
4
2
19
68
107
164
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273
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315
411
33
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Papers (including subtopics)
REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement
AAAI 2021
RepGraph: Visualising and Analysing Meaning Representation Graphs
EMNLP 2021
Representing Implicit Positive Meaning of Negated Statements in AMR
EMNLP 2021
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network
ACL 2021
Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding
NeurIPS 2021
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning
NeurIPS 2021
Semantic Representation for Dialogue Modeling
ACL 2021
SemEval-2021 Task 8: MeasEval – Extracting Counts and Measurements and their Related Contexts
SemEval 2021
Semi-Open Attribute Extraction from Chinese Functional Description Text
ACML 2021
SERAG: Semantic Entity Retrieval from Arabic Knowledge Graphs
EACL 2021
SKATE: A Natural Language Interface for Encoding Structured Knowledge
AAAI 2021
SPARQLing Database Queries from Intermediate Question Decompositions
EMNLP 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning
NeurIPS 2021
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs
EMNLP 2021
TDEER: An Efficient Translating Decoding Schema for Joint Extraction of Entities and Relations
EMNLP 2021
Temporal Heterogeneous Information Network Embedding
IJCAI 2021
TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths
EMNLP 2021
TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration
NAACL 2021
The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction
EMNLP 2021
Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework
EMNLP 2021
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport
EMNLP 2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting
EMNLP 2021
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection
ACL 2021
Towards a Linking between WordNet and Wikidata
EACL 2021
Towards Automatic Bias Detection in Knowledge Graphs
EMNLP 2021