mlsanityData to 7 Oct 2026

ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge

arXiv 1704.03560 ↗First posted 11 Apr 2017cs.CLcited by 15

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Abstract (arXiv)

This paper describes Luminoso's participation in SemEval 2017 Task 2, "Multilingual and Cross-lingual Semantic Word Similarity", with a system based on ConceptNet. ConceptNet is an open, multilingual knowledge graph that focuses on general knowledge that relates the meanings of words and phrases. Our submission to SemEval was an update of previous work that builds high-quality, multilingual word embeddings from a combination of ConceptNet and distributional semantics. Our system took first place in both subtasks. It ranked first in 4 out of 5 of the separate languages, and also ranked first in all 10 of the cross-lingual language pairs.

Key facts. Cited by 15 papers in the map (data through 7 Oct 2026). First posted on arXiv 11 Apr 2017.

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Citing papers per year: 2021: 2; 2022: 6; 2023: 4; 2024: 3.

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  1. 2024Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluationcited by 79
  2. 2022KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learningcited by 41
  3. 2021Hybrid Curriculum Learning for Emotion Recognition in Conversationcited by 25
  4. 2021Characterization of Time-variant and Time-invariant Assessment of Suicidality on Reddit using C-SSRScited by 15
  5. 2023Image-free Classifier Injection for Zero-Shot Classificationcited by 15
  6. 2023Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphscited by 11
  7. 2022Spatial Commonsense Graph for Object Localisation in Partial Scenescited by 9
  8. 2024GrEmLIn: A Repository of Green Baseline Embeddings for 87 Low-Resource Languages Injected with Multilingual Graph Knowledgecited by 7
  9. 2022Resources for Turkish Natural Language Processing: A critical surveycited by 6
  10. 2023Towards Suicide Prevention from Bipolar Disorder with Temporal Symptom-Aware Multitask Learningcited by 5
  11. 2022Leveraging class abstraction for commonsense reinforcement learning via residual policy gradient methodscited by 2
  12. 2022Leveraging commonsense for object localisation in partial scenescited by 2
3 more
  1. 2022Word Embeddings for Automatic Equalization in Audio Mixingcited by 1
  2. 2023Prompt Tuning for Zero-shot Compositional Learningcited by 0
  3. 2024Knowledge-Aware Conversation Derailment Forecasting Using Graph Convolutional Networkscited by 0