SciMON: Scientific Inspiration Machines Optimized for Novelty
Presentation, Elsevier, Amsterdam, Netherlands
Presentation of the paper SciMON: Scientific Inspiration Machines Optimized for Novelty.
[Slides]
Talks and Presentations
See a map of all the places I've given a talk!
SciMON: Scientific Inspiration Machines Optimized for Novelty
Presentation, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Bangkok, Thailand
Presentation of the paper SciMON: Scientific Inspiration Machines Optimized for Novelty on the Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics.
[Slides] [Poster]
Towards a Human-Computer Collaborative Scientific Paper Lifecycle: A Pilot Study and Hands-On Tutorial
Tutorial, The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation Tutorial, Torino, Italy
Presentation of the Tutorial Towards a Human-Computer Collaborative Scientific Paper Lifecycle: A Pilot Study and Hands-On Tutorial on the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (REC-COLING 2024)).
[Website]
AIScientist: Toward Automated Literature Understanding and Scientific Discovery
Presentation, Pennsylvania State University, Centre County, PA
Due to the rapid growth of publications varying in quality, there exists a pressing need to help scientists digest and evaluate relevant papers, thereby facilitating scientific discovery. This talk aims to provide an overview of the AI-assisted scientific paper lifecycle, detailing how machines can augment every stage of the research process for the scientist, including scientific literature understanding, experiment development, manuscript draft writing, and finally draft evaluation. I will first cover fine-grained few-shot scientific entity extraction and then show how the extracted knowledge graph can be applied to scientific literature review and scientific hypothesis discovery.
Language + Molecules
Tutorial, Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: Tutorial Abstracts (EACL 2024), St. Julian's, Malta
Presentation of the the Tutorial Language + Molecules on the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024).
[Website]
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction
Presentation, Proceedings of Findings of the Association for Computational Linguistics: EACL 2024 (EACL 2024), St. Julian's, Malta
Presentation of the paper Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction on Findings of the Association for Computational Linguistics: EACL 2024 (EACL 2024 Findings).
[Slides] [Poster]
SciMON: Scientific Inspiration Machines Optimized for Novelty
Presentation, Oak Ridge National Laboratory, Oak Ridge, Tennessee
Presentation of the paper SciMON: Scientific Inspiration Machines Optimized for Novelty.
Multimedia Generative Script Learning for Task Planning
Presentation, Proceedings of Findings of the Association for Computational Linguistics: ACL 2023 (ACL 2023), Toronto, Canada
Presentation of the paper Multimedia Generative Script Learning for Task Planning on the Findings of the Association for Computational Linguistics: ACL 2023 (ACL 2023 Findings). The paper is also on 8th Workshop on Representation Learning for NLP (RepL4NLP 2023).
[Slides] [Poster]
Knowledge-Enriched Natural Language Generation
Tutorial, The 2021 Conference on Empirical Methods in Natural Language Processing, Punta Cana, Dominican Republic
Presentation of the Tutorial Knowledge-Enriched Natural Language Generation on the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP2021).
[Website]
Stage-wise Fine-tuning for Graph-to-Text Generation
Presentation, The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021 Student Research Workshop(ACL-IJCNLP 2021 SRW), Bangkok, Thailand
Presentation of the paper Stage-wise Fine-tuning for Graph-to-Text Generation on the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021 Student Research Workshop(ACL-IJCNLP 2021 SRW).
[Slides] [Poster]
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation
Presentation, The 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics System Demonstrations (NAACL-HLT 2021 Demo), Mexico City, Mexico
Oral Presentation of the demonstration paper COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation on the 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics System Demonstrations (NAACL-HLT 2021 System Demonstrations), Best Demo Award at NAACL-HLT 2021.
[Slides] [Poster] [Video]
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis
Presentation, The 13th International Conference on Natural Language Generation (INLG 2020), Dublin, Ireland
Oral Presentation of the research paper ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis on the 13th International Conference on Natural Language Generation (INLG 2020).
[Slides]
PaperRobot: Incremental Draft Generation of Scientific Ideas
Presentation, The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), Florence, Italy
Poster Presentation of the research paper PaperRobot: Incremental Draft Generation of Scientific Ideas on the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019).
[Poster] [Sample Output]
Describing a Knowledge Base
Presentation, The 11th International Conference on Natural Language Generation (INLG 2018), Tilburg, Netherlands
Oral Presentation of the research paper Describing a Knowledge Base on the 11th International Conference on Natural Language Generation (INLG 2018).
[Slides]
ACL 2018 Trip Report
Presentation, BLENDER lab, RPI, City of Troy, NY
Trip report of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018)
[Slides]
Paper Abstract Writing through Editing Mechanism
Presentation, The 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018), Melbourne, Australia
Poster Presentation of the research paper Paper Abstract Writing through Editing Mechanism on the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018).
[Poster] [Fake Handbook*] *Fake abstracts for the main conference
Generating Natural Language from Knowledge Base
Presentation, Columbia University, New York City, NY
Introduction for generation of narrative description for structured knowledge base.
[Slides]
Paper Abstract Generation
Presentation, University of Massachusetts Amherst, Amherst, MA
Introduction for Writing-editing network and pilot work of KB generation.
[Slides]