Event-Centric Framework for Natural Language Understanding

Research output

Research output per year 2021 2021 2022 2023 2023

• 9 Preprint
• 3 Other contribution
• 1 Paper
• 1 Article

Research output per year

Research output per year

Search results

• 2023

  Counterfactual Generation with Identifiability Guarantees

  Yan, H., Kong, L., Gui, L., Chi, Y., Xing, E., He, Y. & Zhang, K., 2023.

  Research output: Contribution to conference types › Paper › peer-review

  Open Access

  File
  23 Downloads (Pure)

• Distinguishability Calibration to In-Context Learning

  Li, H., Yan, H., Li, Y., Qian, L., He, Y. & Gui, L., 13 Feb 2023, Findings of EACL: Association for Computational Linguistics (ACL).

  Research output: Working paper/Preprint › Preprint

  File
  40 Downloads (Pure)

• Evaluating the generalisability of neural rumour verification models

  Kochkina, E., Hossain, T., Logan, R. L., Arana-Catania, M., Procter, R., Zubiaga, A., Singh, S., He, Y. & Liakata, M., Jan 2023, In: INFORMATION PROCESSING AND MANAGEMENT. 60, 1, 103116.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Models 100%
  • Evaluation 28%
  • Social Media 28%
  • Benchmark 14%
  • Accuracy 14%
  3 Citations (Scopus)

• Event Temporal Relation Extraction with Bayesian Translational Model

  Tan, X., Pergola, G. & He, Y., 10 Feb 2023, The 17th Conference of the European Chapter of the Association for Computational Linguistics: Association for Computational Linguistics (ACL).

  Research output: Working paper/Preprint › Preprint

  File

  • Models 100%
  • Events 100%
  • Functions 20%
  • Representation 20%
  • Experimental Result 20%
  11 Downloads (Pure)

• NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization

  Lu, J., Li, J., Wallace, B. C., He, Y. & Pergola, G., 11 Feb 2023, Findings of EACL: Association for Computational Linguistics (ACL).

  Research output: Working paper/Preprint › Preprint

  File

  • Models 100%
  • Evaluation 100%
  • References 50%
  • Semantic Similarity 50%
  15 Downloads (Pure)

• Tracking Brand-Associated Polarity-Bearing Topics in User Reviews

  Zhao, R., Gui, L., Yan, H. & He, Y., 3 Jan 2023, Transactions of the Association for Computational Linguistics: MIT Press.

  Research output: Working paper/Preprint › Preprint

  File

  • User 100%
  • Brand 100%
  • Polarity 100%
  • Models 62%
  • Customers 25%
  15 Downloads (Pure)
• 2022

  Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation

  Lu, J., Tan, X., Pergola, G., Gui, L. & He, Y., 24 Oct 2022, Findings of EMNLP: Association for Computational Linguistics (ACL).

  Research output: Working paper/Preprint › Preprint

  File

  • Events 100%
  • Transformations 100%
  • Contrastive Learning 100%
  • Models 28%
  • Transformation Matrix 14%
  6 Downloads (Pure)

• JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection

  Liang, B., Zhu, Q., Li, X., Yang, M., Gui, L., He, Y. & Xu, R., 2022

  Research output: Other contribution

• Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network

  Liang, B., Lou, C., Li, X., Yang, M., Gui, L., He, Y., Pei, W. & Xu, R., 2022, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics : Association for Computational Linguistics (ACL).

  Research output: Other contribution

  Open Access

• Zero-Shot Stance Detection via Contrastive Learning

  Liang, B., Chen, Z., Gui, L., He, Y., Yang, M. & Xu, R., 2022, Proceedings of the ACM Web Conference : ACM.

  Research output: Other contribution
  22 Citations (Scopus)
• 2021

  Extracting Event Temporal Relations via Hyperbolic Geometry

  Tan, X., Pergola, G. & He, Y., 12 Sept 2021, EMNLP: Association for Computational Linguistics (ACL).

  Research output: Working paper/Preprint › Preprint

  File

  • Events 100%
  • Embedding 30%
  • Hyperbolic Space 30%
  • Standards 10%
  • Semantics 10%
  9 Downloads (Pure)

• Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction

  Yan, H., Gui, L., Pergola, G. & He, Y., 7 Jun 2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Association for Computational Linguistics (ACL).

  Research output: Working paper/Preprint › Preprint

  Open Access

• Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification

  Si, J., Zhou, D., Li, T., Shi, X. & He, Y., 2 Jun 2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Association for Computational Linguistics (ACL).

  Research output: Working paper/Preprint › Preprint

  Open Access

• Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection

  Zhu, L., Pergola, G., Gui, L., Zhou, D. & He, Y., 2 Jun 2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Association for Computational Linguistics (ACL).

  Research output: Working paper/Preprint › Preprint

  Open Access