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COLING 2020

The 28th International Conference on Computational Linguistics (COLING) will be held ONLINE, from 8 to 13 December 2020. Official site: https://coling2020.org/ Paper anthology: https://www.aclweb.org/anthology/events/coling-2020/

Tasks

  • Named Entity Recognization (NER)
  • Relation Extraction (RE)
  • Event Extraction (EE)
  • Knowledge Graph (KG)
  • Others

Named Entity Recognization (NER)

  1. Porous Lattice Transformer Encoder for Chinese NER
  2. An Analysis of Simple Data Augmentation for Named Entity Recognition
  3. Evaluating Pretrained Transformer-based Models on the Task of Fine-Grained Named Entity Recognition
  4. Exploring Cross-sentence Contexts for Named Entity Recognition with BERT
  5. Identifying Motion Entities in Natural Language and A Case Study for Named Entity Recognition
  6. Leveraging HTML in Free Text Web Named Entity Recognition
  7. Named Entity Recognition for Chinese biomedical patents
  8. Neural Language Modeling for Named Entity Recognition
  9. RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER

Relation Extraction (RE)

  1. Learning to Prune Dependency Trees with Rethinking for Neural Relation Extraction
  2. Document-level Relation Extraction with Dual-tier Heterogeneous Graph
  3. TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking
  4. Dual Supervision Framework for Relation Extraction with Distant
  5. Event-Guided Denoising for Multilingual Relation Learning
  6. Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction
  7. Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction
  8. Graph Enhanced Dual Attention Network for Document-Level Relation Extraction
  9. Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention
  10. Improving Relation Extraction with Relational Paraphrase Sentences
  11. Interactively-Propagative Attention Learning for Implicit Discourse Relation Recognition
  12. Joint Entity and Relation Extraction for Legal Documents with Legal Feature Enhancement
  13. Span-based Joint Entity and Relation Extraction with Attention-based Span-specific and Contextual Semantic Representations
  14. ToHRE: A Top-Down Classification Strategy with Hierarchical Bag Representation for Distantly Supervised Relation Extraction
  15. Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction

Event Extraction (EE)

Proceedings of the 28th International Conference on Computational Linguistics

  1. Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism
  2. Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection
  3. Joint Event Extraction with Hierarchical Policy Network
  4. Event Coreference Resolution with their Paraphrases and Argument-aware Embeddings
  5. Distinguishing Between Foreground and Background Events in News
  6. TWEETSUM: Event oriented Social Summarization Dataset
  7. New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT?

Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation

  1. Extracting Fine-Grained Economic Events from Business News

Proceedings of the Second Workshop on Gender Bias in Natural Language Processing

  1. A Risk Communication Event Detection Model via Contrastive Learning

Proceedings of the Fourteenth Workshop on Semantic Evaluation

  1. SWAGex at SemEval-2020 Task 4: Commonsense Explanation as Next Event Prediction

Others