🧑‍🔬 Manling Li

🏛️ Affiliations

🎓Northwestern UniversityEvanston · United States2023–2026 · 20 papersEmploymentcurrent🎓Drexel UniversityPhiladelphia · United States2026 · 1 papercurrent🎓Johns Hopkins UniversityBaltimore · United States2026 · 1 papercurrent🎓University of PennsylvaniaPhiladelphia · United States2026 · 1 papercurrent🎓University of Illinois Urbana-ChampaignUrbana · United States2020–2024 · 31 papers🎓Stanford UniversityStanford · United States2024–2025 · 7 papers🔬Institute of Computing TechnologyBeijing · China2016–2018 · 6 papers🏛️Chinese Academy of SciencesBeijing · China2016–2018 · 5 papers🎓Rensselaer Polytechnic InstituteTroy · United States2019–2021 · 4 papers🎓Jiaying UniversityMeizhou · China2024 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 12 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization (2019 · 190 citations)
   Meeting transcripts consist of fragmented, loosely structured speech from several people. Because of this, neural generators trained mostly on news-style text tend to drift away from the main topics. The authors build an abstractive summarizer for recorded meetings that uses both transcripts and participant videos.
2. Word Embeddings Are Steers for Language Models (2024 · 49 citations)
   The paper asks what role output word embeddings play in how language models generate text, a question earlier work has mostly treated only at the level of individual word meaning.

All works

17 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Manling Li, Lingyu Zhang, Heng Ji, et al.2019 · 190 citations
2. COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations · no summary yetQingyun Wang et al.2021 · 140 citations
3. Cross-media Structured Common Space for Multimedia Event Extraction ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetManling Li et al.2020 · 137 citations
4. Connecting the Dots: Event Graph Schema Induction with Path Language Modeling ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetManling Li et al.2020 · 119 citations
5. GAIA: A Fine-grained Multimedia Knowledge Extraction System ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations · no summary yetManling Li et al.2020 · 97 citations
6. The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetManling Li et al.2021 · 87 citations
7. RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations · no summary yetHaoyang Wen et al.2021 · 83 citations
8. Word Embeddings Are Steers for Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Chi Han, Jialiang Xu, Manling Li, et al.2024 · 49 citations
9. Event-Centric Natural Language Processing ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Tutorial Abstracts · no summary yetMuhao Chen et al.2021 · 41 citations
10. RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations · no summary yetXinya Du et al.2022 · 38 citations
11. MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetRevanth Gangi Reddy et al.2022 · 32 citations
12. Non-Sequential Graph Script Induction via Multimedia Grounding ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYu Zhou et al.2023 · 12 citations
13. GENE: Global Event Network Embedding ↗Proceedings of the Fifteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-15) · no summary yetQi Zeng et al.2021 · 12 citations
14. New Frontiers of Information Extraction ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Tutorial Abstracts · no summary yetMuhao Chen et al.2022 · 8 citations
15. Exploring Diffusion Transformer Designs via Grafting ↗neural information processing systems · no summary yetKeshigeyan Chandrasegaran et al.2025 · 5 citations
16. Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills ↗arXiv (Cornell University) · no summary yetJiang, Pengcheng et al.2025 · 3 citations
17. Training-free Deep Concept Injection Enables Language Models for Video Question Answering ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetXudong Lin et al.2024 · 2 citations

🤝 Co-authors here

4 co-authors with a page, the most papers together first.

• Heng Ji ×2
• Chenkai Sun
• Chi Han
• Yi Fung

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Annual Meeting of the Association for Computational Linguistics (ACL) ×4: ACL 2024, ACL 2019
• Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) ×3
• Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations ×2
• Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations
• Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Tutorial Abstracts
• Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations
• Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Tutorial Abstracts
• Proceedings of the AAAI Conference on Artificial Intelligence
• Proceedings of the Fifteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-15)
• neural information processing systems

🔗 Cited by

Papers of our library cite their works 386 times (of the 149,439 papers whose bibliographies we read); 32 citing papers with a page here →.

Updated 30 October 2026

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