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  • 2024

    Bridging Text Data and Graph Data: Towards Semantics and Structure-Aware Knowledge Discovery

    Jin, B., Zhang, Y., Li, S. & Han, J., Mar 4 2024, WSDM 2024 - Proceedings of the 17th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 1122-1125 4 p. (WSDM 2024 - Proceedings of the 17th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction

    Wang, Q., Zhang, Z., Li, H., Liu, X., Han, J., Zhao, H. & Ji, H., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 1-16 16 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Geospatial Topological Relation Extraction from Text with Knowledge Augmentation

    Hu, W., Jin, B., Jiang, M., Zhou, S., Wang, Z., Han, J. & Wang, S., 2024, Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024. Shekhar, S., Papalexakis, V., Gao, J., Jiang, Z. & Riondato, M. (eds.). Society for Industrial and Applied Mathematics Publications, p. 472-480 9 p. (Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2023

    Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories

    Ge, S., Xiong, C., Rosset, C., Overwijk, A., Han, J. & Bennett, P., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 1796-1812 17 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • COMPOsitional Data Augmentation for Abstractive Conversation Summarization

    Ouyang, S., Chen, J., Han, J. & Yang, D., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 1471-1488 18 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Corpus-Based Relation Extraction by Identifying and Refining Relation Patterns

    Zhou, S., Ge, S., Shen, J. & Han, J., 2023, Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Proceedings. Koutra, D., Plant, C., Gomez Rodriguez, M., Baralis, E. & Bonchi, F. (eds.). Springer, p. 20-38 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14172 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance

    Balepur, N., Agarwal, S., Ramanan, K. V., Yoon, S., Han, J. & Yang, D., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 194-217 24 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • DYNOSAUR: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation

    Yin, D., Liu, X., Yin, F., Zhong, M., Bansal, H., Han, J. & Chang, K. W., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 4031-4047 17 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts

    Zhang, Y., Zhang, Y., Michalski, M., Jiang, Y., Meng, Y. & Han, J., Feb 27 2023, WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 429-437 9 p. (WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • FineSum: Target-Oriented, Fine-Grained Opinion Summarization

    Ge, S., Huang, J., Meng, Y. & Han, J., Feb 27 2023, WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 1093-1101 9 p. (WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Geospatial Knowledge Hypercube (Demo Paper)

    Wang, Z., Jin, B., Hu, W., Jiang, M., Kang, S., Li, Z., Zhou, S., Han, J. & Wang, S., Nov 13 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (eds.). Association for Computing Machinery, 79. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • GLEN: General-Purpose Event Detection for Thousands of Types

    Zhan, Q., Li, S., Conger, K., Palmer, M., Ji, H. & Han, J., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 2823-2838 16 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks

    Jin, B., Zhang, Y., Zhu, Q. & Han, J., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1020-1031 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Instruct and Extract: Instruction Tuning for On-Demand Information Extraction

    Jiao, Y., Zhong, M., Li, S., Zhao, R., Ouyang, S., Ji, H. & Han, J., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 10030-10051 22 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Large Language Models Can Self-Improve

    Huang, J., Gu, S. S., Hou, L., Wu, Y., Wang, X., Yu, H. & Han, J., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 1051-1068 18 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities

    Kargupta, P., Komarlu, T., Yoon, S., Wang, X. & Han, J., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 10543-10558 16 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification

    Li, S., Zhao, R., Li, M., Ji, H., Callison-Burch, C. & Han, J., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 5677-5697 21 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • PATTON: Language Model Pretraining on Text-Rich Networks

    Jin, B., Zhang, W., Zhang, Y., Meng, Y., Zhang, X., Zhu, Q. & Han, J., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 7005-7020 16 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream

    Yoon, S., Chan, H. P. & Han, J., Apr 30 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, p. 1650-1661 12 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training

    Zhang, Y., Jiang, M., Meng, Y., Zhang, Y. & Han, J., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 12655-12670 16 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Pretrained Language Representations for Text Understanding: A Weakly-Supervised Perspective

    Meng, Y., Huang, J., Zhang, Y., Zhang, Y. & Han, J., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 5817-5818 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision

    Zhong, M., Ouyang, S., Jiang, M., Hu, V., Jiao, Y., Wang, X. & Han, J., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 12120-12130 11 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Revisiting Citation Prediction with Cluster-Aware Text-Enhanced Heterogeneous Graph Neural Networks

    Yang, C. & Han, J., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society, p. 682-695 14 p. (Proceedings - International Conference on Data Engineering; vol. 2023-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • SCStory: Self-supervised and Continual Online Story Discovery

    Yoon, S., Meng, Y., Lee, D. & Han, J., Apr 30 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, p. 1853-1864 12 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Taxonomy-Guided Fine-Grained Entity Set Expansion

    Xiao, J., Elkaref, M., Herr, N., De Mel, G. & Han, J., 2023, 2023 SIAM International Conference on Data Mining, SDM 2023. Society for Industrial and Applied Mathematics Publications, p. 631-639 9 p. (2023 SIAM International Conference on Data Mining, SDM 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models

    Jiang, P., Agarwal, S., Jin, B., Wang, X., Sun, J. & Han, J., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 11161-11180 20 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study

    Zhang, Y., Jin, B., Zhu, Q., Meng, Y. & Han, J., Apr 30 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, p. 1626-1637 12 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions

    Ouyang, S., Wang, S., Liu, Y., Zhong, M., Jiao, Y., Iter, D., Pryzant, R., Zhu, C., Ji, H. & Han, J., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 2375-2393 19 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter

    Zhang, X., Malkov, Y., Florez, O., Park, S., McWilliams, B., Han, J. & El-Kishky, A., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 5597-5607 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Unsupervised Event Chain Mining from Multiple Documents

    Jiao, Y., Zhong, M., Shen, J., Zhang, Y., Zhang, C. & Han, J., Apr 30 2023, ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023. Association for Computing Machinery, p. 1948-1959 12 p. (ACM Web Conference 2023 - Proceedings of the World Wide Web Conference, WWW 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding

    Yoon, S., Lee, D., Zhang, Y. & Han, J., Jul 19 2023, SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 802-811 10 p. (SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers

    Zhang, Y., Jin, B., Chen, X., Shen, Y., Zhang, Y., Meng, Y. & Han, J., Aug 6 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3458-3469 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • 2022

    Accepted Tutorials at The Web Conference 2022

    Tommasini, R., Roy, S. B., Wang, X., Wang, H., Ji, H., Han, J., Nakov, P., Da San Martino, G., Alam, F., Schedl, M., Lex, E., Bharadwaj, A., Cormode, G., Dojchinovski, M., Forberg, J., Frey, J., Bonte, P., Balduini, M., Belcao, M. & Della Valle, E. & 53 others, Yu, J., Yin, H., Chen, T., Liu, H., Wang, Y., Fan, W., Liu, X., Dacon, J., Lye, L., Tang, J., Gionis, A., Neumann, S., Ordozgoiti, B., Razniewski, S., Arnaout, H., Ghosh, S., Suchanek, F., Wu, L., Chen, Y., Li, Y., Liu, B., Ilievski, F., Garijo, D., Chalupsky, H., Szekely, P., Kanellos, I., Sacharidis, D., Vergoulis, T., Choudhary, N., Rao, N., Subbian, K., Sengamedu, S., Reddy, C. K., Victor, F., Haslhofer, B., Katsogiannis- Meimarakis, G., Koutrika, G., Jin, S., Koutra, D., Zafarani, R., Tsvetkov, Y., Balachandran, V., Kumar, S., Zhao, X., Chen, B., Guo, H., Wang, Y., Tang, R., Zhang, Y., Wang, W., Wu, P., Feng, F. & He, X., Apr 25 2022, WWW 2022 - Companion Proceedings of the Web Conference 2022. Association for Computing Machinery, p. 391-399 9 p. (WWW 2022 - Companion Proceedings of the Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Adapting Pretrained Representations for Text Mining

    Meng, Y., Huang, J., Zhang, Y. & Han, J., Aug 14 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4806-4807 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • EIDER: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion

    Xie, Y., Shen, J., Li, S., Mao, Y. & Han, J., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Findings of ACL 2022. Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 257-268 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Entity Set Co-Expansion in StackOverflow

    Zhang, Y., Zhang, Y., Jiang, Y., Michalski, M., Deng, Y., Popa, L., Zhai, C. X. & Han, J., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4792-4795 4 p. (Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation

    Huang, J., Meng, Y. & Han, J., Aug 14 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 605-614 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Generating Training Data with Language Models: Towards Zero-Shot Language Understanding

    Meng, Y., Huang, J., Zhang, Y. & Han, J., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • KoMen: Domain Knowledge Guided Interaction Recommendation for Emerging Scenarios

    Xie, Y., Wang, Z., Yang, C., Li, Y., Ding, B., Deng, H. & Han, J., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, p. 1301-1310 10 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • MentorGNN: Deriving Curriculum for Pre-Training GNNs

    Zhou, D., Zheng, L., Fu, D., Han, J. & He, J., Oct 17 2022, CIKM 2022 - Proceedings of the 31st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2721-2731 11 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification

    Zhang, Y., Shen, Z., Wu, C. H., Xie, B., Hao, J., Wang, Y. Y., Wang, K. & Han, J., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, p. 3162-3173 12 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • MotifClass: Weakly supervised text classification with higher-order metadata information

    Zhang, Y., Garg, S., Meng, Y., Chen, X. & Han, J., Feb 11 2022, WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 1357-1367 11 p. (WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • New Frontiers of Scientific Text Mining: Tasks, Data, and Tools

    Wang, X., Wang, H., Ji, H. & Han, J., Aug 14 2022, KDD 2022 - Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4832-4833 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision

    Zhang, X., Zhang, C., Li, X., Dong, X. L., Shang, J., Faloutsos, C. & Han, J., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, p. 3153-3161 9 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Phrase-aware Unsupervised Constituency Parsing

    Gu, X., Shen, Y., Shen, J., Shang, J. & Han, J., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 6406-6415 10 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • REACTCLASS: Cross-Modal Supervision for Subword-Guided Reactant Entity Classification

    Wang, X., Hu, V., Jiang, M., Zhang, Y., Xiao, J., Loving, D. C., Ji, H., Burke, M. & Han, J., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 844-847 4 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios

    Du, X., Zhang, Z., Li, S., Wang, Z., Yu, P., Wang, H., Lai, T. M., Lin, X., Liu, I., Zhou, B., Wen, H., Li, M., Hannan, D., Lei, J., Kim, H., Dror, R., Wang, H., Regan, M., Zeng, Q. & Lyu, Q. & 14 others, Yu, C., Edwards, C., Jin, X., Jiao, Y., Kazeminejad, G., Wang, Z., Callison-Burch, C., Vondrick, C., Bansal, M., Roth, D., Han, J., Chang, S. F., Palmer, M. & Ji, H., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Demonstrations Session. Association for Computational Linguistics (ACL), p. 54-63 10 p. (NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Demonstrations Session).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction

    Xiao, Y., Zhang, Z., Mao, Y., Yang, C. & Han, J., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 2395-2409 15 p. (NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds

    Zhang, Y., Meng, Y., Wang, X., Wang, S. & Han, J., 2022, NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 279-290 12 p. (NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters

    Lee, D., Shen, J., Kang, S., Yoon, S., Han, J. & Yu, H., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, p. 2819-2829 11 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access