Wenpeng Yin

    Calculated based on number of publications stored in Pure and citations from Scopus
    20122024

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    • 2024

      Large Language Models for Mathematical Reasoning: Progresses and Challenges

      Ahn, J., Verma, R., Lou, R., Liu, D., Zhang, R. & Yin, W., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop. Falk, N., Papi, S. & Zhang, M. (eds.). Association for Computational Linguistics (ACL), p. 225-237 13 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop).

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

    • Toward Zero-Shot Instruction Following

      Lou, R. & Yin, W., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop. Falk, N., Papi, S. & Zhang, M. (eds.). Association for Computational Linguistics (ACL), p. 50-60 11 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop).

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

    • 2023

      Event Linking: Grounding Event Mentions to Wikipedia

      Yu, X., Yin, W., Gupta, N. & Roth, D., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 2671-2680 10 p. (EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).

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

      4 Scopus citations
    • Indirectly Supervised Natural Language Processing

      Yin, W., Chen, M., Zhou, B., Ning, Q., Chang, K. W. & Roth, D., 2023, Tutorial Abstracts. Association for Computational Linguistics (ACL), p. 32-40 9 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 6).

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

      1 Scopus citations
    • Learning to Select from Multiple Options

      Du, J., Yin, W., Xia, C. & Yu, P. S., Jun 27 2023, AAAI-23 Technical Tracks 11. Williams, B., Chen, Y. & Neville, J. (eds.). AAAI press, p. 12754-12762 9 p. (Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023; vol. 37).

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

      3 Scopus citations
    • Robustness of Learning from Task Instructions

      Gu, J., Zhao, H., Xu, H., Nie, L., Mei, H. & Yin, W., 2023, Findings of the Association for Computational Linguistics, ACL 2023. Association for Computational Linguistics (ACL), p. 13935-13948 14 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

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

      3 Scopus citations
    • Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning

      Das, S. S. S., Zhang, R. H., Shi, P., Yin, W. & Zhang, R., 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. 6998-7010 13 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

    • 2022

      Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System

      Tian, C., Yin, W. & Moens, M. F., 2022, Findings of the Association for Computational Linguistics: NAACL 2022 - Findings. Association for Computational Linguistics (ACL), p. 565-577 13 p. (Findings of the Association for Computational Linguistics: NAACL 2022 - Findings).

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

      2 Scopus citations
    • ConTinTin: Continual Learning from Task Instructions

      Yin, W., Li, J. & Xiong, C., 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. 3062-3072 11 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

      14 Scopus citations
    • OpenStance: Real-world Zero-shot Stance Detection

      Xu, H., Vucetic, S. & Yin, W., 2022, CoNLL 2022 - 26th Conference on Computational Natural Language Learning, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 314-324 11 p. (CoNLL 2022 - 26th Conference on Computational Natural Language Learning, Proceedings of the Conference).

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

      4 Scopus citations
    • Pairwise Representation Learning for Event Coreference

      Yu, X., Yin, W. & Roth, D., 2022, *SEM 2022 - 11th Joint Conference on Lexical and Computational Semantics, Proceedings of the Conference. Nastase, V., Pavlick, E., Pilehvar, M. T., Camacho-Collados, J. & Raganato, A. (eds.). Association for Computational Linguistics (ACL), p. 69-78 10 p. (*SEM 2022 - 11th Joint Conference on Lexical and Computational Semantics, Proceedings of the Conference).

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

      9 Scopus citations
    • 2021

      BATCHMIXUP: Improving Training by Interpolating Hidden States of the Entire Mini-batch

      Yin, W., Wang, H., Qu, J. & Xiong, C., 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. 4908-4912 5 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

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

      13 Scopus citations
    • DOCNLI: A Large-scale Dataset for Document-level Natural Language Inference

      Yin, W., Radev, D. & Xiong, C., 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. 4913-4922 10 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

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

      49 Scopus citations
    • Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System

      Xia, C., Yin, W., Feng, Y. & Yu, P., 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. 1351-1360 10 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 proceedingConference contribution

      27 Scopus citations
    • Learning to Synthesize Data for Semantic Parsing

      Wang, B., Yin, W., Lin, X. V. & Xiong, C., 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. 2760-2766 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 proceedingConference contribution

      21 Scopus citations
    • 2020

      Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks

      Sun, L., Xia, C., Yin, W., Liang, T., Yu, P. S. & He, L., 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. 3436-3440 5 p. (COLING 2020 - 28th International Conference on Computational Linguistics, Proceedings of the Conference).

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

      63 Scopus citations
    • Universal natural language processing with limited annotations: Try few-shot textual entailment as a start

      Yin, W., Rajani, N. F., Radev, D., Socher, R. & Xiong, C., 2020, EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 8229-8239 11 p. (EMNLP 2020 - 2020 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).

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

      40 Scopus citations
    • 2019

      Benchmarking zero-shot text classification: Datasets, evaluation and entailment approach

      Yin, W., Hay, J. & Roth, D., 2019, EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics, p. 3914-3923 10 p. (EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

      282 Scopus citations
    • Seeing things from a different angle: Discovering diverse perspectives about claims

      Chen, S., Khashabi, D., Yin, W., Callison-Burch, C. & Roth, D., 2019, Long and Short Papers. Association for Computational Linguistics (ACL), p. 542-557 16 p. (NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

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

      71 Citations (SciVal)
    • 2018

      End-task oriented textual entailment via deep explorations of inter-sentence interactions

      Yin, W., Schütze, H. & Roth, D., 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Short Papers). Association for Computational Linguistics (ACL), p. 540-545 6 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 2).

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

      Open Access
      10 Scopus citations
    • Recurrent one-hop predictions for reasoning over knowledge graphs

      Yin, W., Yaghoobzadeh, Y. & Schütze, H., 2018, COLING 2018 - 27th International Conference on Computational Linguistics, Proceedings. Bender, E. M., Derczynski, L. & Isabelle, P. (eds.). Association for Computational Linguistics (ACL), p. 2369-2378 10 p. (COLING 2018 - 27th International Conference on Computational Linguistics, Proceedings).

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

      12 Scopus citations
    • Term Definitions Help Hypernymy Detection

      Yin, W. & Roth, D., 2018, NAACL HLT 2018 - Lexical and Computational Semantics, SEM 2018, Proceedings of the 7th Conference. Nissim, M., Berant, J. & Lenci, A. (eds.). Association for Computational Linguistics (ACL), p. 203-213 11 p. (NAACL HLT 2018 - Lexical and Computational Semantics, SEM 2018, Proceedings of the 7th Conference).

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

      6 Scopus citations
    • Twowingos: A two-wing optimization strategy for evidential claim verification

      Yin, W. & Roth, 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, p. 105-114 10 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

      48 Scopus citations
    • 2017

      Improved neural relation detection for knowledge base question answering

      Yu, M., Yin, W., Hasan, K. S., dos Santos, C., Xiang, B. & Zhou, B., 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 571-581 11 p. (ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

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

      Open Access
      228 Scopus citations
    • Task-Specific attentive pooling of phrase alignments contributes to sentence matching

      Yin, W. & Schütze, H., 2017, Long Papers - Continued. Association for Computational Linguistics (ACL), p. 699-709 11 p. (15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of Conference; vol. 2).

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

      Open Access
      7 Scopus citations
    • 2016

      Learning word meta-embeddings

      Yin, W. & Schütze, H., 2016, 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. Association for Computational Linguistics (ACL), p. 1351-1360 10 p. (54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers; vol. 3).

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

      Open Access
      96 Scopus citations
    • Simple question answering by attentive convolutional neural network

      Yin, W., Yu, M., Xiang, B., Zhou, B. & Schütze, H., 2016, COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 1746-1756 11 p. (COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers).

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

      107 Scopus citations
    • 2015

      Convolutional neural network for paraphrase identification

      Yin, W. & Schütze, H., 2015, NAACL HLT 2015 - 2015 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. 901-911 11 p. (NAACL HLT 2015 - 2015 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

      Open Access
      198 Scopus citations
    • Deep markov neural network for sequential data classification

      Yang, M., Tu, W., Yin, W. & Lu, Z., 2015, ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 32-37 6 p. (ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference; vol. 2).

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

      Open Access
      7 Scopus citations
    • Discriminative phrase embedding for paraphrase identification

      Yin, W. & Schütze, H., 2015, NAACL HLT 2015 - 2015 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. 1368-1373 6 p. (NAACL HLT 2015 - 2015 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

      Open Access
      21 Scopus citations
    • LCCT: A semi-supervised model for sentiment classification

      Yang, M., Tu, W., Lu, Z., Yin, W. & Chow, K. P., 2015, NAACL HLT 2015 - 2015 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. 546-555 10 p. (NAACL HLT 2015 - 2015 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

      Open Access
      18 Scopus citations
    • Multichannel variable-size convolution for sentence classification

      Yin, W. & Schütze, H., 2015, CoNLL 2015 - 19th Conference on Computational Natural Language Learning, Proceedings. Association for Computational Linguistics (ACL), p. 204-214 11 p. (CoNLL 2015 - 19th Conference on Computational Natural Language Learning, Proceedings).

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

      Open Access
      84 Scopus citations
    • MultiGranCNN: An architecture for general matching of text chunks on multiple levels of granularity

      Yin, W. & Schutze, H., 2015, ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 63-73 11 p. (ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, Proceedings of the Conference; vol. 1).

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

      71 Scopus citations
    • Online updating of word representations for part-of-speech tagging

      Yin, W., Schnabel, T. & Schutze, H., 2015, Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics (ACL), p. 1329-1334 6 p. (Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing).

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

      Open Access
      10 Scopus citations
    • Optimizing sentence modeling and selection for document summarization

      Yin, W. & Pei, Y., 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 1383-1389 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

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

      88 Scopus citations
    • 2013

      Community detection in multi-relational social networks

      Wu, Z., Yin, W., Cao, J., Xu, G. & Cuzzocrea, A., 2013, Web Information Systems Engineering, WISE 2013 - 14th International Conference, Proceedings. PART 2 ed. p. 43-56 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8181 LNCS, no. PART 2).

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

      51 Scopus citations
    • 2012

      Automatic multi-document summarization based on new sentence similarity measures

      Yin, W., Pei, Y. & Huang, L., 2012, PRICAI 2012: Trends in Artificial Intelligence - 12th Pacific Rim International Conference on Artificial Intelligence, Proceedings. p. 832-837 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7458 LNAI).

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

      4 Scopus citations
    • Generic multi-document summarization using topic-oriented information

      Pei, Y., Yin, W. & Huang, L., 2012, PRICAI 2012: Trends in Artificial Intelligence - 12th Pacific Rim International Conference on Artificial Intelligence, Proceedings. p. 435-446 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7458 LNAI).

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

      8 Scopus citations
    • Query-focused multi-document summarization based on query-sensitive feature space

      Yin, W., Pei, Y., Zhang, F. & Huang, L., 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 1652-1656 5 p. (ACM International Conference Proceeding Series).

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

      6 Scopus citations