ACL 2020

The The 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020) has taken place online from July 5th through July 10th, 2020.

Official site: https://acl2020.org/

Paper anthology: https://www.aclweb.org/anthology/events/acl-2020/

Tasks

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

  Named Entity Recognization (NER)

  Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

  1. Named Entity Recognition without Labelled Data: A Weak Supervision Approach
  2. Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer
  3. Code and Named Entity Recognition in StackOverflow
  4. A Unified MRC Framework for Named Entity Recognition
  5. Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling
  6. Pyramid: A Layered Model for Nested Named Entity Recognition
  7. Bipartite Flat-Graph Network for Nested Named Entity Recognition
  8. Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition
  9. Named Entity Recognition as Dependency Parsing
  10. Temporally-Informed Analysis of Named Entity Recognition
  11. Sources of Transfer in Multilingual Named Entity Recognition
  12. Soft Gazetteers for Low-Resource Named Entity Recognition
  13. Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference
  14. TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop

1. Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition

   Proceedings of The 3rd Workshop on e-Commerce and NLP

2. Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning

   Proceedings of the 5th Workshop on Representation Learning for NLP

3. Zero-Resource Cross-Domain Named Entity Recognition

   Relation Extraction (RE)

   Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

4. In Layman’s Terms: Semi-Open Relation Extraction from Scientific Texts
5. Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction
6. Reasoning with Latent Structure Refinement for Document-Level Relation Extraction
7. TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task
8. Generalizing Natural Language Analysis through Span-relation Representations
9. Towards Understanding Gender Bias in Relation Extraction
10. Dialogue-Based Relation Extraction
11. Implicit Discourse Relation Classification: We Need to Talk about Evaluation
12. Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents
13. Relation Extraction with Explanation
14. Revisiting Unsupervised Relation Extraction
15. Exploiting the Syntax-Model Consistency for Neural Relation Extraction
16. Learning Interpretable Relationships between Entities, Relations and Concepts via Bayesian Structure Learning on Open Domain Facts
17. ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages

    Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing

18. A BERT-based One-Pass Multi-Task Model for Clinical Temporal Relation Extraction
19. A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction
20. Global Locality in Biomedical Relation and Event Extraction

    Event Extraction (EE)

    Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

21. Cross-media Structured Common Space for Multimedia Event Extraction
22. Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event
23. Improving Event Detection via Open-domain Trigger Knowledge
24. A Two-Step Approach for Implicit Event Argument Detection
25. Machine Reading of Historical Events
26. Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation
27. Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding

    Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop

28. Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder

    Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts

29. Global Locality in Biomedical Relation and Event Extraction

    Proceedings of the 1st Workshop on NLP for COVID-19 at ACL 2020

30. Enabling Low-Resource Transfer Learning across COVID-19 Corpora by Combining Event-Extraction and Co-Training

    Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events

31. New Insights into Cross-Document Event Coreference: Systematic Comparison and a Simplified Approach
32. Extensively Matching for Few-shot Learning Event Detection
33. Automatic extraction of personal events from dialogue

Others

1. Finding Universal Grammatical Relations in Multilingual BERT