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Jiawei Han

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  • 2023

    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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

    Open Access

  • 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

    Open Access

  • TaxoEnrich: Self-Supervised Taxonomy Completion via Structure-Semantic Representations

    Jiang, M., Song, X., Zhang, J. & Han, J., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, p. 925-934 10 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • THINK: Temporal Hypergraph Hyperbolic Network

    Agarwal, S., Sawhney, R., Thakkar, M., Nakov, P., Han, J. & Derr, T., 2022, Proceedings - 22nd IEEE International Conference on Data Mining, ICDM 2022. Zhu, X., Ranka, S., Thai, M. T., Washio, T. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 849-854 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2022-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations

    Meng, Y., Zhang, Y., Huang, J., Zhang, Y. & Han, J., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, p. 3143-3152 10 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • UNIPELT: A Unified Framework for Parameter-Efficient Language Model Tuning

    Mao, Y., Mathias, L., Hou, R., Almahairi, A., Ma, H., Han, J., Yih, W. T. & Khabsa, M., 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. 6253-6264 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Unsupervised Key Event Detection from Massive Text Corpora

    Zhang, Y., Guo, F., Shen, J. & 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. 2535-2544 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
  • 2021

    AS-GCN: Adaptive Semantic Architecture of Graph Convolutional Networks for Text-Rich Networks

    Yu, Z., Jin, D., Liu, Z., He, D., Wang, X., Tong, H. & Han, J., 2021, Proceedings - 21st IEEE International Conference on Data Mining, ICDM 2021. Bailey, J., Miettinen, P., Koh, Y. S., Tao, D. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 837-846 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2021-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • BiTe-GCN: A New GCN Architecture via Bidirectional Convolution of Topology and Features on Text-Rich Networks

    Jin, D., Song, X., Yu, Z., Liu, Z., Zhang, H., Cheng, Z. & Han, J., Aug 3 2021, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 157-165 9 p. (WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • CHEMNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision

    Wang, X., Hu, V., Song, X., Garg, S., Xiao, J. & Han, J., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 5227-5240 14 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining

    Meng, Y., Xiong, C., Bajaj, P., Tiwary, S., Bennett, P., Han, J. & Song, X., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 23102-23114 13 p. (Advances in Neural Information Processing Systems; vol. 28).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Corpus-based Open-Domain Event Type Induction

    Shen, J., Zhang, Y., Ji, H. & Han, J., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 5427-5440 14 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation

    Wang, Q., Li, M., Wang, X., Parulian, N., Han, G., Ma, J., Tu, J., Lin, Y., Zhang, H., Liu, W., Chauhan, A., Guan, Y., Li, B., Li, R., Song, X., Fung, Y. R., Ji, H., Han, J., Chang, S. F. & Pustejovsky, J. & 7 others, Rah, J., Liem, D., Elsayed, A., Palmer, M., Voss, C., Schneider, C. & Onyshkevych, B., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Demonstrations. Association for Computational Linguistics (ACL), p. 66-77 12 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Demonstrations).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training

    Meng, Y., Zhang, Y., Huang, J., Wang, X., Zhang, Y., Ji, H. & Han, J., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 10367-10378 12 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Document-Level Event Argument Extraction by Conditional Generation

    Li, S., Ji, H. & Han, J., 2021, NAACL-HLT 2021 - 2021 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. 894-908 15 p. (NAACL-HLT 2021 - 2021 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 proceeding › Conference contribution

  • Event Time Extraction and Propagation via Graph Attention Networks

    Wen, H., Qu, Y., Ji, H., Ning, Q., Han, J., Sil, A., Tong, H. & Roth, D., 2021, NAACL-HLT 2021 - 2021 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. 62-73 12 p. (NAACL-HLT 2021 - 2021 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 proceeding › Conference contribution

  • Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation

    Mao, Y., Ma, W., Lei, D., Han, J. & Ren, X., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 5063-5074 12 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Few-Shot Named Entity Recognition: An Empirical Baseline Study

    Huang, J., Li, C., Subudhi, K., Jose, D., Balakrishnan, S., Chen, W., Peng, B., Gao, J. & Han, J., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 10408-10423 16 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • FUSE: Multi-faceted Set Expansion by Coherent Clustering of Skip-Grams

    Zhu, W., Gong, H., Shen, J., Zhang, C., Shang, J., Bhat, S. & Han, J., 2021, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings. Hutter, F., Kersting, K., Lijffijt, J. & Valera, I. (eds.). Springer, p. 617-632 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12459 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Generation-augmented retrieval for open-domain question answering

    Mao, Y., He, P., Liu, X., Shen, Y., Gao, J., Han, J. & Chen, W., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4089-4100 12 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hierarchical Metadata-Aware Document Categorization under Weak Supervision

    Zhang, Y., Chen, X., Meng, Y. & Han, J., Aug 3 2021, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 770-778 9 p. (WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • MATCH: Metadata-aware text classification in a large hierarchy

    Zhang, Y., Shen, Z., Dong, Y., Wang, K. & Han, J., Apr 19 2021, The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021. Association for Computing Machinery, p. 3246-3257 12 p. (The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Minimally-supervised structure-rich text categorization via learning on text-rich networks

    Zhang, X., Zhang, C., Dong, X. L., Shang, J. & Han, J., Apr 19 2021, The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021. Association for Computing Machinery, p. 3258-3268 11 p. (The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • On the Power of Pre-Trained Text Representations: Models and Applications in Text Mining

    Meng, Y., Huang, J., Zhang, Y. & Han, J., Aug 14 2021, KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4052-4053 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On the Transformer Growth for Progressive BERT Training

    Gu, X., Liu, L., Yu, H., Li, J., Chen, C. & Han, J., 2021, NAACL-HLT 2021 - 2021 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. 5174-5180 7 p. (NAACL-HLT 2021 - 2021 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 proceeding › Conference contribution

    Open Access

  • Open-Domain Question Answering with Pre-Constructed Question Spaces

    Xiao, J., Wang, L., Dernoncourt, F., Bui, T., Sun, T. & Han, J., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Student Research Workshop. Association for Computational Linguistics (ACL), p. 61-67 7 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Student Research Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Out-of-Category Document Identification Using Target-Category Names as Weak Supervision

    Lee, D., Hyun, D., Han, J. & Yu, H., 2021, Proceedings - 21st IEEE International Conference on Data Mining, ICDM 2021. Bailey, J., Miettinen, P., Koh, Y. S., Tao, D. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1186-1191 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2021-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Reader-Guided Passage Reranking for Open-Domain Question Answering

    Mao, Y., He, P., Liu, X., Shen, Y., Gao, J., Han, J. & Chen, W., 2021, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics (ACL), p. 344-350 7 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System

    Wen, H., Lin, Y., Lai, T. M., Pan, X., Li, S., Lin, X., Zhou, B., Li, M., Wang, H., Zhang, H., Yu, X., Dong, A., Wang, Z., Fung, Y. R., Mishra, P., Lyu, Q., Surís, D., Chen, B., Brown, S. W. & Palmer, M. & 6 others, Callison-Burch, C., Vondrick, C., Han, J., Roth, D., Chang, S. F. & Ji, H., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Demonstrations. Association for Computational Linguistics (ACL), p. 133-143 11 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Demonstrations).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup

    Gao, L., Zhang, Y., Han, J. & Callan, J., 2021, RepL4NLP 2021 - 6th Workshop on Representation Learning for NLP, Proceedings of the Workshop. Rogers, A., Calixto, I., Calixto, I., Vulic, I., Saphra, N., Kassner, N., Camburu, O.-M., Bansal, T. & Shwartz, V. (eds.). Association for Computational Linguistics (ACL), p. 316-321 6 p. (RepL4NLP 2021 - 6th Workshop on Representation Learning for NLP, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data

    Zhu, Q., Ponomareva, N., Han, J. & Perozzi, B., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 27965-27977 13 p. (Advances in Neural Information Processing Systems; vol. 33).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Simulating Online Social Response: A Stimulus/Response Perspective

    Shao, H., Abdelzaher, T., Han, J., Jiang, M., Mao, Y., Meng, Y., Qiu, W., Sun, D., Wang, R., Yang, C., Yang, Z., Zhang, X., Zhang, Y., Cohen, S., Flamino, J., Korniss, G., Malik, O., Mandviwalla, A., Szymanski, B. & Yin, L., 2021, 2021 Winter Simulation Conference, WSC 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Winter Simulation Conference; vol. 2021-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • SumDoCs: Surrounding-aware unsupervised multi-document summarization

    Zhu, Q., Guo, F., Tian, J., Mao, Y. & Han, J., 2021, SIAM International Conference on Data Mining, SDM 2021. Siam Society, p. 477-485 9 p. (SIAM International Conference on Data Mining, SDM 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution