{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:15:05Z","timestamp":1750220105169,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":41,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,7,6]],"date-time":"2022-07-06T00:00:00Z","timestamp":1657065600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,7,6]]},"DOI":"10.1145\/3477495.3531858","type":"proceedings-article","created":{"date-parts":[[2022,7,7]],"date-time":"2022-07-07T15:12:13Z","timestamp":1657206733000},"page":"2360-2365","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Which Discriminator for Cooperative Text Generation?"],"prefix":"10.1145","author":[{"given":"Antoine","family":"Chaffin","sequence":"first","affiliation":[{"name":"IRISA, IMATAG, Rennes, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas","family":"Scialom","sequence":"additional","affiliation":[{"name":"ISIR - Sorbonne Universit\u00e9, reciTAL, Paris, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sylvain","family":"Lamprier","sequence":"additional","affiliation":[{"name":"ISIR - Sorbonne Universit\u00e9, Paris, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jacopo","family":"Staiano","sequence":"additional","affiliation":[{"name":"reciTAL, Paris, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Benjamin","family":"Piwowarski","sequence":"additional","affiliation":[{"name":"CNRS, ISIR - Sorbonne Universit\u00e9, Paris, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ewa","family":"Kijak","sequence":"additional","affiliation":[{"name":"Universit\u00e9 Rennes, IRISA, Rennes, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vincent","family":"Claveau","sequence":"additional","affiliation":[{"name":"CNRS, IRISA, Rennes, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,7,7]]},"reference":[{"key":"e_1_3_2_2_1_1","first-page":"1","article-title":"Residual Energy-Based Models for Text","volume":"22","author":"Bakhtin Anton","year":"2021","unstructured":"Anton Bakhtin , Yuntian Deng , Sam Gross , Myle Ott , Marc'Aurelio Ranzato , and Arthur Szlam . 2021 . Residual Energy-Based Models for Text . Journal of Machine Learning Research 22 , 40 (2021), 1 -- 41 . http:\/\/jmlr.org\/papers\/v22\/20--326.html Anton Bakhtin, Yuntian Deng, Sam Gross, Myle Ott, Marc'Aurelio Ranzato, and Arthur Szlam. 2021. Residual Energy-Based Models for Text. Journal of Machine Learning Research 22, 40 (2021), 1--41. http:\/\/jmlr.org\/papers\/v22\/20--326.html","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3442188.3445922"},{"key":"e_1_3_2_2_3_1","volume-title":"PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding. CoRR abs\/2109.13582","author":"Chaffin Antoine","year":"2021","unstructured":"Antoine Chaffin , Vincent Claveau , and Ewa Kijak . 2021. PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding. CoRR abs\/2109.13582 ( 2021 ). arXiv:2109.13582 https:\/\/arxiv.org\/abs\/2109.13582 Antoine Chaffin, Vincent Claveau, and Ewa Kijak. 2021. PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding. CoRR abs\/2109.13582 (2021). arXiv:2109.13582 https:\/\/arxiv.org\/abs\/2109.13582"},{"key":"e_1_3_2_2_4_1","volume-title":"Adding A Filter Based on The Discriminator to Improve Unconditional Text Generation. arXiv preprint arXiv:2004.02135","author":"Chen Xingyuan","year":"2020","unstructured":"Xingyuan Chen , Ping Cai , Peng Jin , Hongjun Wang , Xinyu Dai , and Jiajun Chen . 2020. Adding A Filter Based on The Discriminator to Improve Unconditional Text Generation. arXiv preprint arXiv:2004.02135 ( 2020 ). Xingyuan Chen, Ping Cai, Peng Jin, Hongjun Wang, Xinyu Dai, and Jiajun Chen. 2020. Adding A Filter Based on The Discriminator to Improve Unconditional Text Generation. arXiv preprint arXiv:2004.02135 (2020)."},{"volume-title":"WI-IAT 2021 - 20th IEEE\/WIC\/ACM International Conference onWeb Intelligence and Intelligent Agent Technology (Proceedings of the WI-IAT Conference)","author":"Claveau Vincent","key":"e_1_3_2_2_5_1","unstructured":"Vincent Claveau . 2021. Neural text generation for query expansion in information retrieval . In WI-IAT 2021 - 20th IEEE\/WIC\/ACM International Conference onWeb Intelligence and Intelligent Agent Technology (Proceedings of the WI-IAT Conference) . IEEE , Melbourne, Australia , 1--8. https:\/\/doi.org\/10.1145\/3486622.3493957 10.1145\/3486622.3493957 Vincent Claveau. 2021. Neural text generation for query expansion in information retrieval. In WI-IAT 2021 - 20th IEEE\/WIC\/ACM International Conference onWeb Intelligence and Intelligent Agent Technology (Proceedings of the WI-IAT Conference). IEEE, Melbourne, Australia, 1--8. https:\/\/doi.org\/10.1145\/3486622.3493957"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.5555\/1777826.1777833"},{"key":"e_1_3_2_2_7_1","volume-title":"8th International Conference on Learning Representations, ICLR 2020","author":"Dathathri Sumanth","year":"2020","unstructured":"Sumanth Dathathri , Andrea Madotto , Janice Lan , Jane Hung , Eric Frank , Piero Molino , Jason Yosinski , and Rosanne Liu . 2020 . Plug and Play Language Models: A Simple Approach to Controlled Text Generation . In 8th International Conference on Learning Representations, ICLR 2020 , Addis Ababa, Ethiopia, April 26--30 , 2020. OpenReview.net. https:\/\/openreview.net\/forum?id=H1edEyBKDS Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, and Rosanne Liu. 2020. Plug and Play Language Models: A Simple Approach to Controlled Text Generation. In 8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26--30, 2020. OpenReview.net. https:\/\/openreview.net\/forum?id=H1edEyBKDS"},{"key":"#cr-split#-e_1_3_2_2_8_1.1","unstructured":"Carnegie-Mellon University.Computer Science Dept. 2018. Speech understanding systems: summary of results of the five-year research effort at Carnegie-Mellon University. https:\/\/doi.org\/10.1184\/R1\/6609821.v1 10.1184\/R1"},{"key":"#cr-split#-e_1_3_2_2_8_1.2","unstructured":"Carnegie-Mellon University.Computer Science Dept. 2018. Speech understanding systems: summary of results of the five-year research effort at Carnegie-Mellon University. https:\/\/doi.org\/10.1184\/R1\/6609821.v1"},{"key":"e_1_3_2_2_9_1","volume-title":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019","volume":"1","author":"Devlin Jacob","year":"2019","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019 , Minneapolis, MN, USA, June 2--7 , 2019, Volume 1 (Long and Short Papers), Jill Burstein, Christy Doran, and Thamar Solorio (Eds.). Association for Computational Linguistics, 4171--4186. https:\/\/doi.org\/10.18653\/v1\/n19--1423 10.18653\/v1 Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 2--7, 2019, Volume 1 (Long and Short Papers), Jill Burstein, Christy Doran, and Thamar Solorio (Eds.). Association for Computational Linguistics, 4171--4186. https:\/\/doi.org\/10.18653\/v1\/n19--1423"},{"key":"e_1_3_2_2_10_1","volume-title":"Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems","author":"Dong Li","year":"2019","unstructured":"Li Dong , Nan Yang , Wenhui Wang , Furu Wei , Xiaodong Liu , Yu Wang , Jianfeng Gao , Ming Zhou , and Hsiao-Wuen Hon . 2019. Unified Language Model Pretraining for Natural Language Understanding and Generation . In Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019 , NeurIPS 2019, December 8--14, 2019, Vancouver, BC, Canada, Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alch\u00e9-Buc, Emily B. Fox, and Roman Garnett (Eds .). 13042--13054. https:\/\/proceedings. neurips.cc\/paper\/2019\/hash\/c20bb2d9a50d5ac1f713f8b34d9aac5a-Abstract.html Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, and Hsiao-Wuen Hon. 2019. Unified Language Model Pretraining for Natural Language Understanding and Generation. In Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8--14, 2019, Vancouver, BC, Canada, Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alch\u00e9-Buc, Emily B. Fox, and Roman Garnett (Eds.). 13042--13054. https:\/\/proceedings. neurips.cc\/paper\/2019\/hash\/c20bb2d9a50d5ac1f713f8b34d9aac5a-Abstract.html"},{"key":"e_1_3_2_2_11_1","volume-title":"Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018","volume":"898","author":"Fan Angela","year":"2018","unstructured":"Angela Fan , Mike Lewis , and Yann N. Dauphin . 2018. Hierarchical Neural Story Generation . In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018 , Melbourne, Australia, July 15--20 , 2018 , Volume 1: Long Papers, Iryna Gurevych and Yusuke Miyao (Eds.). Association for Computational Linguistics, 889-- 898 . https:\/\/doi.org\/10.18653\/v1\/P18--1082 10.18653\/v1 Angela Fan, Mike Lewis, and Yann N. Dauphin. 2018. Hierarchical Neural Story Generation. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, ACL 2018, Melbourne, Australia, July 15--20, 2018, Volume 1: Long Papers, Iryna Gurevych and Yusuke Miyao (Eds.). Association for Computational Linguistics, 889--898. https:\/\/doi.org\/10.18653\/v1\/P18--1082"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.eacl-main.34"},{"key":"e_1_3_2_2_13_1","volume-title":"Smith","author":"Gehman Samuel","year":"2020","unstructured":"Samuel Gehman , Suchin Gururangan , Maarten Sap , Yejin Choi , and Noah A . Smith . 2020 . RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models. In Findings of the Association for Computational Linguistics : EMNLP 2020, Online Event, 16--20 November 2020 (Findings of ACL, Vol. EMNLP 2020), Trevor Cohn, Yulan He, and Yang Liu (Eds.). Association for Computational Linguistics, 3356--3369. https:\/\/doi.org\/10.18653\/v1\/2020.findings-emnlp.301 10.18653\/v1 Samuel Gehman, Suchin Gururangan, Maarten Sap, Yejin Choi, and Noah A. Smith. 2020. RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models. In Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16--20 November 2020 (Findings of ACL, Vol. EMNLP 2020), Trevor Cohn, Yulan He, and Yang Liu (Eds.). Association for Computational Linguistics, 3356--3369. https:\/\/doi.org\/10.18653\/v1\/2020.findings-emnlp.301"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3422622"},{"key":"e_1_3_2_2_15_1","volume-title":"Decoding with value networks for neural machine translation. Advances in Neural Information Processing Systems 30","author":"He Di","year":"2017","unstructured":"Di He , Hanqing Lu , Yingce Xia , Tao Qin , Liwei Wang , and Tie-Yan Liu . 2017. Decoding with value networks for neural machine translation. Advances in Neural Information Processing Systems 30 ( 2017 ). Di He, Hanqing Lu, Yingce Xia, Tao Qin, Liwei Wang, and Tie-Yan Liu. 2017. Decoding with value networks for neural machine translation. Advances in Neural Information Processing Systems 30 (2017)."},{"key":"e_1_3_2_2_16_1","volume-title":"The Curious Case of Neural Text Degeneration. In 8th International Conference on Learning Representations, ICLR 2020","author":"Holtzman Ari","year":"2020","unstructured":"Ari Holtzman , Jan Buys , Li Du , Maxwell Forbes , and Yejin Choi . 2020 . The Curious Case of Neural Text Degeneration. In 8th International Conference on Learning Representations, ICLR 2020 , Addis Ababa, Ethiopia, April 26--30 , 2020. OpenReview.net. https:\/\/openreview.net\/forum?id=rygGQyrFvH Ari Holtzman, Jan Buys, Li Du, Maxwell Forbes, and Yejin Choi. 2020. The Curious Case of Neural Text Degeneration. In 8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26--30, 2020. OpenReview.net. https:\/\/openreview.net\/forum?id=rygGQyrFvH"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P18-1152"},{"key":"e_1_3_2_2_18_1","volume-title":"CTRL: A Conditional Transformer Language Model for Controllable Generation. CoRR abs\/1909.05858","author":"Keskar Nitish Shirish","year":"2019","unstructured":"Nitish Shirish Keskar , Bryan McCann , Lav R. Varshney , Caiming Xiong , and Richard Socher . 2019 . CTRL: A Conditional Transformer Language Model for Controllable Generation. CoRR abs\/1909.05858 (2019). arXiv:1909.05858 http:\/\/arxiv.org\/abs\/1909.05858 Nitish Shirish Keskar, Bryan McCann, Lav R. Varshney, Caiming Xiong, and Richard Socher. 2019. CTRL: A Conditional Transformer Language Model for Controllable Generation. CoRR abs\/1909.05858 (2019). arXiv:1909.05858 http:\/\/arxiv.org\/abs\/1909.05858"},{"key":"e_1_3_2_2_19_1","volume-title":"GeDi: Generative Discriminator Guided Sequence Generation. In Findings of the Association for Computational Linguistics: EMNLP 2021","author":"Krause Ben","year":"2021","unstructured":"Ben Krause , Akhilesh Deepak Gotmare , Bryan McCann , Nitish Shirish Keskar , Shafiq R. Joty , Richard Socher , and Nazneen Fatema Rajani . 2021 . GeDi: Generative Discriminator Guided Sequence Generation. In Findings of the Association for Computational Linguistics: EMNLP 2021 , Virtual Event \/ Punta Cana, Dominican Republic, 16- -20 November, 2021, Marie-Francine Moens, Xuanjing Huang, Lucia Specia, and Scott Wen-tau Yih (Eds.). Association for Computational Linguistics, 4929--4952. https:\/\/aclanthology.org\/2021.findings-emnlp.424 Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq R. Joty, Richard Socher, and Nazneen Fatema Rajani. 2021. GeDi: Generative Discriminator Guided Sequence Generation. In Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event \/ Punta Cana, Dominican Republic, 16--20 November, 2021, Marie-Francine Moens, Xuanjing Huang, Lucia Specia, and Scott Wen-tau Yih (Eds.). Association for Computational Linguistics, 4929--4952. https:\/\/aclanthology.org\/2021.findings-emnlp.424"},{"key":"e_1_3_2_2_20_1","volume-title":"Generative Cooperative Networks for Natural Language Generation. CoRR abs\/2201.12320","author":"Lamprier Sylvain","year":"2022","unstructured":"Sylvain Lamprier , Thomas Scialom , Antoine Chaffin , Vincent Claveau , Ewa Kijak , Jacopo Staiano , and Benjamin Piwowarski . 2022. Generative Cooperative Networks for Natural Language Generation. CoRR abs\/2201.12320 ( 2022 ). arXiv:2201.12320 https:\/\/arxiv.org\/abs\/2201.12320 Sylvain Lamprier, Thomas Scialom, Antoine Chaffin, Vincent Claveau, Ewa Kijak, Jacopo Staiano, and Benjamin Piwowarski. 2022. Generative Cooperative Networks for Natural Language Generation. CoRR abs\/2201.12320 (2022). arXiv:2201.12320 https:\/\/arxiv.org\/abs\/2201.12320"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.662"},{"key":"e_1_3_2_2_22_1","volume-title":"Lin (Eds.)","volume":"33","author":"Lewis Patrick","year":"2020","unstructured":"Patrick Lewis , Ethan Perez , Aleksandra Piktus , Fabio Petroni , Vladimir Karpukhin , Naman Goyal , Heinrich K\u00fcttler , Mike Lewis , Wen-tau Yih, Tim Rockt\u00e4schel , Sebastian Riedel , and Douwe Kiela . 2020 . Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. In Advances in Neural Information Processing Systems, H. Larochelle, M. Ranzato, R. Hadsell, M. F. Balcan, and H . Lin (Eds.) , Vol. 33 . Curran Associates, Inc., 9459--9474. https:\/\/proceedings.neurips.cc\/paper\/ 2020\/file\/6b493230205f780e1bc26945df7481e5-Paper.pdf Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich K\u00fcttler, Mike Lewis, Wen-tau Yih, Tim Rockt\u00e4schel, Sebastian Riedel, and Douwe Kiela. 2020. Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. In Advances in Neural Information Processing Systems, H. Larochelle, M. Ranzato, R. Hadsell, M. F. Balcan, and H. Lin (Eds.), Vol. 33. Curran Associates, Inc., 9459--9474. https:\/\/proceedings.neurips.cc\/paper\/ 2020\/file\/6b493230205f780e1bc26945df7481e5-Paper.pdf"},{"key":"e_1_3_2_2_23_1","volume-title":"DecoupledWeight Decay Regularization. In 7th International Conference on Learning Representations, ICLR 2019","author":"Loshchilov Ilya","year":"2019","unstructured":"Ilya Loshchilov and Frank Hutter . 2019 . DecoupledWeight Decay Regularization. In 7th International Conference on Learning Representations, ICLR 2019 , New Orleans, LA, USA, May 6--9 , 2019. OpenReview.net. https:\/\/openreview.net\/forum?id=Bkg6RiCqY7 Ilya Loshchilov and Frank Hutter. 2019. DecoupledWeight Decay Regularization. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6--9, 2019. OpenReview.net. https:\/\/openreview.net\/forum?id=Bkg6RiCqY7"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3470562"},{"key":"e_1_3_2_2_25_1","volume-title":"WebGPT: Browserassisted question-answering with human feedback. CoRR abs\/2112.09332","author":"Nakano Reiichiro","year":"2021","unstructured":"Reiichiro Nakano , Jacob Hilton , Suchir Balaji , Jeff Wu , Long Ouyang , Christina Kim , Christopher Hesse , Shantanu Jain , Vineet Kosaraju , William Saunders , Xu Jiang , Karl Cobbe , Tyna Eloundou , Gretchen Krueger , Kevin Button , Matthew Knight , Benjamin Chess , and John Schulman . 2021. WebGPT: Browserassisted question-answering with human feedback. CoRR abs\/2112.09332 ( 2021 ). arXiv:2112.09332 https:\/\/arxiv.org\/abs\/2112.09332 Reiichiro Nakano, Jacob Hilton, Suchir Balaji, Jeff Wu, Long Ouyang, Christina Kim, Christopher Hesse, Shantanu Jain, Vineet Kosaraju, William Saunders, Xu Jiang, Karl Cobbe, Tyna Eloundou, Gretchen Krueger, Kevin Button, Matthew Knight, Benjamin Chess, and John Schulman. 2021. WebGPT: Browserassisted question-answering with human feedback. CoRR abs\/2112.09332 (2021). arXiv:2112.09332 https:\/\/arxiv.org\/abs\/2112.09332"},{"key":"e_1_3_2_2_26_1","volume-title":"Jordan","author":"Ng Andrew Y.","year":"2001","unstructured":"Andrew Y. Ng and Michael I . Jordan . 2001 . On Discriminative vs. Generative Classifiers : A comparison of logistic regression and naive Bayes. In Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, NIPS 2001, December 3--8, 2001, Vancouver, British Columbia, Canada], Thomas G. Dietterich, Suzanna Becker, and Zoubin Ghahramani (Eds.). MIT Press , 841--848. https:\/\/proceedings.neurips.cc\/paper\/2001\/hash\/7b7a53e239400a13bd6be6c91c4f6c4e-Abstract.html Andrew Y. Ng and Michael I. Jordan. 2001. On Discriminative vs. Generative Classifiers: A comparison of logistic regression and naive Bayes. In Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, NIPS 2001, December 3--8, 2001, Vancouver, British Columbia, Canada], Thomas G. Dietterich, Suzanna Becker, and Zoubin Ghahramani (Eds.). MIT Press, 841--848. https:\/\/proceedings.neurips.cc\/paper\/2001\/hash\/7b7a53e239400a13bd6be6c91c4f6c4e-Abstract.html"},{"key":"e_1_3_2_2_27_1","volume-title":"A Generic Dialog Agent for Information Retrieval Based on Automated Planning Within a Reinforcement Learning Platform. Bridging the Gap Between AI Planning and Reinforcement Learning (PRL)","author":"Pallagani Vishal","year":"2021","unstructured":"Vishal Pallagani and Biplav Srivastava . 2021. A Generic Dialog Agent for Information Retrieval Based on Automated Planning Within a Reinforcement Learning Platform. Bridging the Gap Between AI Planning and Reinforcement Learning (PRL) ( 2021 ). Vishal Pallagani and Biplav Srivastava. 2021. A Generic Dialog Agent for Information Retrieval Based on Automated Planning Within a Reinforcement Learning Platform. Bridging the Gap Between AI Planning and Reinforcement Learning (PRL) (2021)."},{"key":"e_1_3_2_2_28_1","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence (AAAI","author":"Pasunuru Ramakanth","year":"2021","unstructured":"Ramakanth Pasunuru , Asli Celikyilmaz , Michel Galley , Chenyan Xiong , Yizhe Zhang , Mohit Bansal , and Jianfeng Gao . 2021 . Data augmentation for abstractive query-focused multi-document summarization . In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2021). Online. 13666--13674. Ramakanth Pasunuru, Asli Celikyilmaz, Michel Galley, Chenyan Xiong, Yizhe Zhang, Mohit Bansal, and Jianfeng Gao. 2021. Data augmentation for abstractive query-focused multi-document summarization. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2021). Online. 13666--13674."},{"key":"e_1_3_2_2_29_1","unstructured":"Alec Radford Jeff Wu R. Child David Luan Dario Amodei and Ilya Sutskever. 2019. Language Models are Unsupervised Multitask Learners.  Alec Radford Jeff Wu R. Child David Luan Dario Amodei and Ilya Sutskever. 2019. Language Models are Unsupervised Multitask Learners."},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.128"},{"key":"e_1_3_2_2_31_1","volume-title":"Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13--18","volume":"8564","author":"Scialom Thomas","year":"2020","unstructured":"Thomas Scialom , Paul-Alexis Dray , Sylvain Lamprier , Benjamin Piwowarski , and Jacopo Staiano . 2020 . Discriminative Adversarial Search for Abstractive Summarization . In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13--18 July 2020, Virtual Event (Proceedings of Machine Learning Research , Vol. 119). PMLR, 8555-- 8564 . http:\/\/proceedings.mlr.press\/v119\/scialom20a.html Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, and Jacopo Staiano. 2020. Discriminative Adversarial Search for Abstractive Summarization. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13--18 July 2020, Virtual Event (Proceedings of Machine Learning Research, Vol. 119). PMLR, 8555--8564. http:\/\/proceedings.mlr.press\/v119\/scialom20a.html"},{"key":"e_1_3_2_2_32_1","volume-title":"To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs. Advances in neural information processing systems","author":"Scialom Thomas","year":"2021","unstructured":"Thomas Scialom , Paul-Alexis Dray , Sylvain Lamprier , Benjamin Piwowarski , and Jacopo Staiano . 2021. To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs. Advances in neural information processing systems ( 2021 ). Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, and Jacopo Staiano. 2021. To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs. Advances in neural information processing systems (2021)."},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"crossref","unstructured":"David Silver Julian Schrittwieser Karen Simonyan Ioannis Antonoglou Aja Huang Arthur Guez Thomas Hubert Lucas Baker Matthew Lai Adrian Bolton etal 2017. Mastering the game of go without human knowledge. nature 550 7676 (2017) 354--359.  David Silver Julian Schrittwieser Karen Simonyan Ioannis Antonoglou Aja Huang Arthur Guez Thomas Hubert Lucas Baker Matthew Lai Adrian Bolton et al. 2017. Mastering the game of go without human knowledge. nature 550 7676 (2017) 354--359.","DOI":"10.1038\/nature24270"},{"key":"e_1_3_2_2_34_1","volume-title":"Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017","author":"Vaswani Ashish","year":"2017","unstructured":"Ashish Vaswani , Noam Shazeer , Niki Parmar , Jakob Uszkoreit , Llion Jones , Aidan N. Gomez , Lukasz Kaiser , and Illia Polosukhin . 2017 . Attention is All you Need . In Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017 , December 4 --9 , 2017, Long Beach, CA, USA, Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, and Roman Garnett (Eds.). 5998--6008. https:\/\/proceedings.neurips.cc\/paper\/2017\/hash\/3f5ee243547dee91fbd053c1c4a845aa-Abstract.html Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017. Attention is All you Need. In Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4--9, 2017, Long Beach, CA, USA, Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, and Roman Garnett (Eds.). 5998--6008. https:\/\/proceedings.neurips.cc\/paper\/2017\/hash\/3f5ee243547dee91fbd053c1c4a845aa-Abstract.html"},{"key":"e_1_3_2_2_35_1","volume-title":"Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, EMNLP 2020 - Demos, Online, November 16--20, 2020","author":"Debut Lysandre","year":"1865","unstructured":"ThomasWolf, Lysandre Debut , Victor Sanh , Julien Chaumond , Clement Delangue , Anthony Moi , Pierric Cistac , Tim Rault , R\u00e9mi Louf , Morgan Funtowicz , Joe Davison , Sam Shleifer , Patrick von Platen , Clara Ma , Yacine Jernite , Julien Plu , Canwen Xu , Teven Le Scao , Sylvain Gugger , Mariama Drame , Quentin Lhoest , and Alexander M. Rush . 2020. Transformers: State-of-the-Art Natural Language Processing . In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, EMNLP 2020 - Demos, Online, November 16--20, 2020 , Qun Liu and David Schlangen (Eds.). Association for Computational Linguistics, 38--45. https:\/\/doi.org\/10. 1865 3\/v1\/2020.emnlp-demos.6 10.18653\/v1 ThomasWolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, R\u00e9mi Louf, Morgan Funtowicz, Joe Davison, Sam Shleifer, Patrick von Platen, Clara Ma, Yacine Jernite, Julien Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, and Alexander M. Rush. 2020. Transformers: State-of-the-Art Natural Language Processing. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, EMNLP 2020 - Demos, Online, November 16--20, 2020, Qun Liu and David Schlangen (Eds.). Association for Computational Linguistics, 38--45. https:\/\/doi.org\/10.18653\/v1\/2020.emnlp-demos.6"},{"key":"e_1_3_2_2_36_1","volume-title":"Generative and Discriminative Text Classification with Recurrent Neural Networks. CoRR abs\/1703.01898","author":"Yogatama Dani","year":"2017","unstructured":"Dani Yogatama , Chris Dyer , Wang Ling , and Phil Blunsom . 2017. Generative and Discriminative Text Classification with Recurrent Neural Networks. CoRR abs\/1703.01898 ( 2017 ). arXiv:1703.01898 http:\/\/arxiv.org\/abs\/1703.01898 Dani Yogatama, Chris Dyer, Wang Ling, and Phil Blunsom. 2017. Generative and Discriminative Text Classification with Recurrent Neural Networks. CoRR abs\/1703.01898 (2017). arXiv:1703.01898 http:\/\/arxiv.org\/abs\/1703.01898"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10804"},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.334"},{"key":"e_1_3_2_2_39_1","volume-title":"Character-level Convolutional Networks for Text Classification. In Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015","author":"Zhang Xiang","year":"2015","unstructured":"Xiang Zhang , Junbo Jake Zhao , and Yann LeCun . 2015 . Character-level Convolutional Networks for Text Classification. In Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015 , December 7 --12 , 2015, Montreal, Quebec, Canada, Corinna Cortes, Neil D. Lawrence, Daniel D. Lee, Masashi Sugiyama, and Roman Garnett (Eds.). 649--657. https:\/\/proceedings.neurips.cc\/paper\/2015\/hash\/250cf8b51c773f3f8dc8b4be867a9a02-Abstract.html Xiang Zhang, Junbo Jake Zhao, and Yann LeCun. 2015. Character-level Convolutional Networks for Text Classification. In Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7--12, 2015, Montreal, Quebec, Canada, Corinna Cortes, Neil D. Lawrence, Daniel D. Lee, Masashi Sugiyama, and Roman Garnett (Eds.). 649--657. https:\/\/proceedings.neurips.cc\/paper\/2015\/hash\/250cf8b51c773f3f8dc8b4be867a9a02-Abstract.html"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3210080"}],"event":{"name":"SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval","sponsor":["SIGIR ACM Special Interest Group on Information Retrieval"],"location":"Madrid Spain","acronym":"SIGIR '22"},"container-title":["Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3477495.3531858","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3477495.3531858","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:10:26Z","timestamp":1750183826000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3477495.3531858"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,6]]},"references-count":41,"alternative-id":["10.1145\/3477495.3531858","10.1145\/3477495"],"URL":"https:\/\/doi.org\/10.1145\/3477495.3531858","relation":{},"subject":[],"published":{"date-parts":[[2022,7,6]]},"assertion":[{"value":"2022-07-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}