No photo of Wenjie Li

View Scopus Profile

Wenjie Li

 https://orcid.org/0000-0002-7360-8864
Calculated based on number of publications stored in Pure and citations from Scopus
1995 …2024

Research activity per year

Filter
Conference article published in proceeding or book

Search results

  • 2024

    Cooper: Coordinating Specialized Agents towards A Complex Dialogue Goal

    Cheng, Y., Liu, W., Wang, J., Leong, C. T., Ouyang, Y., Li, W., Wu, X. & Zheng, Y., 25 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence . 16 ed. AAAI press, Vol. 38. p. 17853-17861 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access

  • Learning to Rank in Generative Retrieval

    Li, Y., Yang, N., Wang, L., Wei, F. & Li, W., 25 Mar 2024, Proceedings of the 38th AAAI Conference on Artificial Intelligence . 8 ed. AAAI press, Vol. 38. p. 8716-8723 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    1 Citation (Scopus)
  • 2023

    Align Language Models with Human Preferences via a Bayesian Approach

    Wang, J., Wang, H., Sun, S. & Li, W., 10 Dec 2023, NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing Systems. p. 1-20

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • COLA: Improving Conversational Recommender Systems by Collaborative Augmentation

    Lin, D., Wang, J. & Li, W., 7 Feb 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. p. 4462-4470

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Data Selection Curriculum for Abstractive Text Summarization

    Sun, S., Yuan, R., He, J., Cao, Z., Li, W. & Jia, X., Dec 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 7990-7995 6 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue

    Wang, J., Lin, D. & Li, W., Jul 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 370-387 18 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    3 Citations (Scopus)

  • Enhancing Event Causality Identification with Counterfactual Reasoning

    Mu, F. & Li, W., 9 Jul 2023, Short Papers. Association for Computational Linguistics (ACL), p. 967-975 9 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 2).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    5 Citations (Scopus)

  • Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization

    Sun, S., Yuan, R., Li, W. & Li, S., 4 Jun 2023, Proceedings of the 48th IEEE International Conference on Acoustics, Speech, & Signal Processing . p. 1-5

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model

    Geng, L., Yan, X., Cao, Z., Li, J., Li, W., Li, S., Zhou, X., Yang, Y. & Zhang, J., Dec 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 11239-11250 12 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Medical Dialogue Generation via Dual Flow Modeling

    Xu, K., Hou, W., Cheng, Y., Wang, J. & Li, W., Jul 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 6771-6784 14 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    1 Citation (Scopus)

  • Multiview Identifiers Enhanced Generative Retrieval

    Li, Y., Yang, N., Wang, L., Wei, F. & Li, W., Jul 2023, Long Papers. Association for Computational Linguistics (ACL), p. 6636-6648 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    14 Citations (Scopus)

  • ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning

    Hou, W., Xu, K., Cheng, Y., Li, W. & Liu, J., Jul 2023, Long Papers. Association for Computational Linguistics (ACL), p. 8108-8122 15 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    4 Citations (Scopus)

  • Preserve Context Information through Interpretability for Extract-Generate Long-Input Summarization Framework

    Yuan, R., Wang, Z., Cao, Z. & Li, W., 7 Feb 2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. p. 13932-13939

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning

    Hou, W., Cheng, Y., Xu, K., Li, W. & Liu, J., Dec 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 2134-2147 14 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Self-Detoxifying Language Models via Toxification Reversal

    Leong, C. T., Cheng, Y., Wang, J., Wang, J. & Li, W., Dec 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. 4433-4449 17 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    2 Citations (Scopus)

  • Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Data Extractive Summarization

    Yuan, R., Sun, S., Wang, Z., Cao, Z. & Li, W., 9 Jul 2023, Findings of the Association for Computational Linguistics: ACL 2023. Association for Computational Linguistics (ACL), p. 7575-7586

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation

    Wang, J., Cheng, Y., Lin, D., Leong, C. T. & Li, W., Dec 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. 1132-1143 12 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Target-oriented Proactive Dialogue with Personalization: Problem Formulation and Dataset Curation

    Wang, J., Lin, D. & Li, W., 10 Dec 2023, Findings of the Association for Computational Linguistics: ACL 2023. Association for Computational Linguistics (ACL), p. 1132–1143

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • VIBE: Topic-Driven Temporal Adaptation for Twitter Classification

    Zhang, Y., Li, J. & Li, W., Dec 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. 3340-3354 15 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    2 Citations (Scopus)
  • 2022

    CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation

    Wang, J., Lin, P., Mu, F. & Li, W., 7 Dec 2022, Findings of the 2022 Conference on Empirical Methods in Natural Language Processing. p. 729-741

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    4 Citations (Scopus)

  • Enhancing Text Generation via Multi-Level Knowledge Aware Reasoning

    Mu, F. & Li, W., 23 Jul 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence . p. 4310-4316

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    4 Citations (Scopus)

  • Few-shot Query-Focused Summarization with Prefix-Merging

    Yuan, R., Wang, Z., Cao, Z. & Li, W., 7 Dec 2022, Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing . p. 3704-3714

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    3 Citations (Scopus)

  • Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning

    Cheng, Y., Liu, W., Li, W., Wang, J., Zhao, R., Liu, B., Liang, X. & Zheng, Y., 7 Dec 2022, Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing . p. 3014-3026

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    11 Citations (Scopus)

  • MMCoQA: Conversational Question Answering over Text, Tables, and Images

    Li, Y., Li, W. & Nie, L., 22 May 2022, Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics. p. 4220-4231

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    17 Citations (Scopus)

  • "My nose is running.” “Are you also coughing?”: Building A Medical Diagnosis Agent with Interpretable Inquiry Logics

    Liu, W., Cheng, Y., Wang, H., Thang, J., Liu, Y., Zhao, R., Li, W., Zheng, Y. & Liang, X., 23 Jul 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence . p. 4266-4272

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    5 Citations (Scopus)
  • 2021

    Effect Generation Based on Causal Reasoning

    Mu, F., Li, W. & Xie, Z., 2021, Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021. Moens, M.-F., Huang, X., Specia, L. & Yih, S.W.-T. (eds.). Association for Computational Linguistics (ACL), p. 527-533 7 p. (Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Event Graph based Sentence Fusion

    Yuan, R., Wang, Z. & Li, W., 7 Nov 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. p. 4075-4084

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Event Graph based Sentence Fusion

    Yuan, R., Wang, Z. & Li, W., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 4075-4084 10 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    5 Citations (Scopus)

  • Graph-Structured Context Understanding for Knowledge-grounded Response Generation

    Li, Y., Li, W. & Wang, Z., 11 Jul 2021, SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1930-1934 5 p. 3463000. (SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    5 Citations (Scopus)

  • PolyU CBS-Comp at SemEval-2021 Task 1: Lexical Complexity Prediction (LCP)

    Xiang, R., Gu, J., Chersoni, E., Li, W., Lu, Q. & Huang, C.-R., Aug 2021, Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021). Palmer, A., Schneider, N., Schluter, N., Emerson, G., Herbelot, A. & Zhu, X. (eds.). Association for Computational Linguistics (ACL), p. 565-570 6 p. (SemEval 2021 - 15th International Workshop on Semantic Evaluation, Proceedings of the Workshop).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    2 Citations (Scopus)

  • Template-guided Clarifying Question Generation for Web Search Clarification

    Wang, J. & Li, W., 26 Oct 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 3468-3472 5 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    13 Citations (Scopus)
  • 2020

    Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT

    Yuan, R., Wang, Z. & Li, W., 2020, COLING 2020 - 28th International Conference on Computational Linguistics, Proceedings of the Conference. Scott, D., Bel, N. & Zong, C. (eds.). Association for Computational Linguistics (ACL), p. 5629-5639 11 p. (COLING 2020 - 28th International Conference on Computational Linguistics, Proceedings of the Conference).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    9 Citations (Scopus)

  • Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT

    Li, W., Yuan, R. & Wang, Z., 8 Dec 2020, The 28th International Conference on Computational Linguistics (COLING’2020). p. 5629–5639

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access

  • Reinforcement Learning based Recommendation with Graph Convolutional Q-network

    Lei, Y., Pei, H., Yan, H. & Li, W., 25 Jul 2020, The 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020). p. 1757-1760

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    29 Citations (Scopus)
  • 2019

    Hierarchical diffusion attention network

    Wang, Z. & Li, W., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 3828-3834 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    22 Citations (Scopus)

  • Hierarchical Diffusion Attention Network

    Wang, Z. & Li, W., 10 Aug 2019, The 28th International Joint Conference on Artificial Intelligence (IJCAI 2019). p. 1-7

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access

  • Jointly Learning Semantic Parser and Generator via Dual Information Maximization

    Ye, H., Li, W. & Wang, L., 28 Jul 2019, The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019). Association for Computational Linguistics (ACL), p. 2090-2101

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems

    Wang, H., Leskovec, J., Zhang, F., Zhao, M., Li, W., Zhang, M. & Wang, Z., 25 Jul 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 968-977 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    412 Citations (Scopus)

  • Knowledge graph convolutional networks for recommender systems

    Wang, H., Zhao, M., Xie, X., Li, W. & Guo, M., 13 May 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 3307-3313 7 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    703 Citations (Scopus)

  • Multi-task feature learning for knowledge graph enhanced recommendation

    Wang, H., Zhang, F., Zhao, M., Li, W., Xie, X. & Guo, M., 13 May 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2000-2010 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    Open Access
    410 Citations (Scopus)

  • Neighborhood interaction attention network for link prediction

    Wang, Z., Lei, Y. & Li, W., 3 Nov 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2153-2156 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    6 Citations (Scopus)

  • Social attentive deep Q-network for recommendation

    Lei, Y., Wang, Z., Li, W. & Pei, H., 18 Jul 2019, SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1189-1192 4 p. (SIGIR 2019 - Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    14 Citations (Scopus)

  • Social Attentive Deep Q-network for Recommendation

    Lei, Y., Wang, Z., Li, W. & Pei, H., 21 Jul 2019, the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 1189–1192

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • 2018

    A sequential neural information diffusion model with structure attention

    Wang, Z., Chen, C. & Li, W., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 1795-1798 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    64 Citations (Scopus)

  • Deep representation-decoupling neural networks for monaural music mixture separation

    Li, Z., Wang, H., Zhao, M., Li, W. & Guo, M., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 93-100 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    2 Citations (Scopus)

  • Dialogue generation with GAN

    Su, H., Shen, X., Hu, P., Li, W. & Chen, Y., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 8163-8164 2 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    13 Citations (Scopus)

  • Faithful to the original: Fact-aware neural abstractive summarization

    Cao, Z., Wei, F., Li, W. & Li, S., 1 Jan 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 4784-4791 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    248 Citations (Scopus)

  • Modeling scientific influence for research trending topic prediction

    Chen, C., Wang, Z., Li, W. & Sun, X., 1 Jan 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 2111-2118 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    21 Citations (Scopus)

  • Nexus Network: Connecting the preceding and the following in dialogue generation

    Shen, X., Su, H., Li, W. & Klakow, D., 2018, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics (ACL), p. 4316-4327 12 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    24 Citations (Scopus)

  • Retrieve, rerank and rewrite: Soft template based neural summarization

    Cao, Z., Li, W., Wei, F. & Li, S., 1 Jan 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 152-161 10 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

    153 Citations (Scopus)