Fetching the paper…
Reading the bibliography…
Unsupervised commonsense reasoning (UCR) is becoming increasingly popular as the construction of commonsense reasoning datasets is expensive, and they are inevitably limited in their scope.
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation
Nils Reimers and Iryna Gurevych. 2020 · 2004
Earlier work this paper cites.
The winograd schema challenge
Hector J. Levesque. 2011 · 2011
Earlier work this paper cites.
SemEval-2012 task 7: Choice of plausible alternatives: An evaluation of commonsense causal reasoning
Andrew Gordon, Zornitsa Kozareva, and Melissa Roemmele. 2012 · 2012
Earlier work this paper cites.
Commonsense Knowledge Base Completion
Xiang Li, Aynaz Taheri, Lifu Tu, and Kevin Gimpel. 2016 · 2016
Earlier work this paper cites.
Conceptnet 5.5: An open multilingual graph of general knowledge
Robert Speer, Joshua Chin, and Catherine Havasi. 2016 · 2016
Earlier work this paper cites.
LSDSem 2017 Shared Task: The Story Cloze Test
Nasrin Mostafazadeh, Michael Roth, Annie Louis, Nathanael Chambers, and James Allen. 2017 · 2017
Earlier work this paper cites.
Exploiting Linked Data and Knowledge Graphs for Large Organisations
J. Z. Pan, G. Vetere, J.M. Gomez-Perez, and H. Wu, editors. 2017 · 2017
Earlier work this paper cites.
Conceptnet 5.5: An open multilingual graph of general knowledge
Robyn Speer, Joshua Chin, and Catherine Havasi. 2017 · 2017
Earlier work this paper cites.
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
Todor Mihaylov, Peter Clark, Tushar Khot, and Ashish Sabharwal. 2018 · 2018
Earlier work this paper cites.
Event2Mind: Commonsense inference on events, intents, and reactions
Hannah Rashkin, Maarten Sap, Emily Allaway, Noah A. Smith, and Yejin Choi. 2018 · 2018
Earlier work this paper cites.
ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning
Maarten Sap, Ronan LeBras, Emily Allaway, Chandra Bhagavatula, Nicholas Lourie, Hannah Rashkin, Brendan Roof, Noah A. Smith, and Yejin Choi. 2018 · 2018
Earlier work this paper cites.
Language models are unsupervised multitask learners
Alec Radford, Jeff Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019 · 2019
Earlier work this paper cites.
Explain yourself! leveraging language models for commonsense reasoning
Nazneen Fatema Rajani, Bryan McCann, Caiming Xiong, and Richard Socher. 2019 · 2019
Earlier work this paper cites.
Sentence-bert: Sentence embeddings using siamese bert-networks
Nils Reimers and Iryna Gurevych. 2019 · 2019
Earlier work this paper cites.
Commonsense Properties from Query Logs and Question Answering Forums
Julien Romero, Simon Razniewski, Koninika Pal, Jeff Z. Pan, Archit Sakhadeo, and Gerhard Weikum. 2019 · 2019
Cited alongside, same era.
Social IQa: Commonsense reasoning about social interactions
Maarten Sap, Hannah Rashkin, Derek Chen, Ronan Le Bras, and Yejin Choi. 2019 · 2019
Cited alongside, same era.
CommonsenseQA: A question answering challenge targeting commonsense knowledge
Alon Talmor, Jonathan Herzig, Nicholas Lourie, and Jonathan Berant. 2019 · 2019
Cited alongside, same era.
Self-supervised knowledge triplet learning for zero-shot question answering
Pratyay Banerjee and Chitta Baral. 2020 · 2020
Cited alongside, same era.
Piqa: Reasoning about physical commonsense in natural language
Yonatan Bisk, Rowan Zellers, Ronan Le bras, Jianfeng Gao, and Yejin Choi. 2020 · 2020
Cited alongside, same era.
COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs
Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization
Anshuman Mishra, Dhruvesh Patel, Aparna Vijayakumar, Xiang Lorraine Li, Pavan Kapanipathi, and Kartik Talamadupula. 2021 · 2021
Later among the works it cites.
A semantic-based method for unsupervised commonsense question answering
Yilin Niu, Fei Huang, Jiaming Liang, Wenkai Chen, Xiaoyan Zhu, and Minlie Huang. 2021 · 2021
Later among the works it cites.
Commonsense knowledge reasoning and generation with pre-trained language models: A survey
Prajjwal Bhargava and Vincent Ng. 2022 · 2022
Later among the works it cites.
Zero-shot commonsense question answering with cloze translation and consistency optimization
Zi-Yi Dou and Nanyun Peng. 2022 · 2022
Later among the works it cites.
Two is better than many? binary classification as an effective approach to multi-choice question answering
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, and Soujanya Poria. 2022 · 2022
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Jena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, Jeff Da, Keisuke Sakaguchi, Antoine Bosselut, and Yejin Choi. 2020 · 2020
Cited alongside, same era.
TED-CDB: A large-scale Chinese discourse relation dataset on TED talks
Wanqiu Long, Bonnie Webber, and Deyi Xiong. 2020b · 2020
Cited alongside, same era.
Commonsense knowledge base completion with structural and semantic context
Chaitanya Malaviya, Chandra Bhagavatula, Antoine Bosselut, and Yejin Choi. 2020 · 2020
Cited alongside, same era.
Unsupervised commonsense question answering with self-talk
Vered Shwartz, Peter West, Ronan Le Bras, Chandra Bhagavatula, and Yejin Choi. 2020 · 2020
Cited alongside, same era.
Knowledge-aware Zero-Shot Learning: Survey and Perspective
Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, and Huajun Chen. 2021 · 2021
Cited alongside, same era.
Supervised contrastive learning for pre-trained language model fine-tuning
Beliz Gunel, Jingfei Du, Alexis Conneau, and Veselin Stoyanov. 2021 · 2021
Cited alongside, same era.
Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference
Canming Huang, Weinan He, and Yongmei Liu. 2021 · 2021
Cited alongside, same era.
Evaluating discourse cohesion in pre-trained language models
Jie He, Wanqiu Long, and Deyi Xiong. 2022 · 2022
Later among the works it cites.
Facilitating contrastive learning of discourse relational senses by exploiting the hierarchy of sense relations
Wanqiu Long and Bonnie Webber. 2022 · 2022
Later among the works it cites.
Mico: A multi-alternative contrastive learning framework for commonsense knowledge representation
Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, and Tong Zhang. 2022 · 2022
Later among the works it cites.
ArT: All-round thinker for unsupervised commonsense question answering
Jiawei Wang and Hai Zhao. 2022 · 2022
Later among the works it cites.
Deep bidirectional language-knowledge graph pretraining
Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D Manning, Percy Liang, and Jure Leskovec. 2022 · 2022
Later among the works it cites.
Benchmarking knowledge-driven zero-shot learning
Y Geng, J Chen, X Zhuang, Z Chen, J Z Pan, J Li, and H Chen Z Yuan. 2023 · 2023
Closest in time.
Multi-label classification for implicit discourse relation recognition
Wanqiu Long, Siddharth N, and Bonnie Webber. 2024 · 2024
Closest in time.
Leveraging hierarchical prototypes as the verbalizer for implicit discourse relation recognition
Wanqiu Long and Bonnie Webber. 2024 · 2024
Closest in time.