SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference

16 August 2018

Yejin Choi

Papers citing "SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference"

50 / 180 papers shown

Title
A Survey on Measuring and Mitigating Reasoning Shortcuts in Machine Reading Comprehension Xanh Ho Johannes Mario Meissner Saku Sugawara Akiko Aizawa OffRL 35 4 0 05 Sep 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 30 109 0 31 Aug 2022
Shortcut Learning of Large Language Models in Natural Language Understanding Mengnan Du Fengxiang He Na Zou Dacheng Tao Xia Hu KELM OffRL 40 84 0 25 Aug 2022
Evaluate Confidence Instead of Perplexity for Zero-shot Commonsense Reasoning Letian Peng Z. Li Hai Zhao ReLM LRM 18 1 0 23 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 31 5 0 01 Aug 2022
RealTime QA: What's the Answer Right Now? Jungo Kasai Keisuke Sakaguchi Yoichi Takahashi Ronan Le Bras Akari Asai Xinyan Velocity Yu Dragomir R. Radev Noah A. Smith Yejin Choi Kentaro Inui KELM 45 167 0 27 Jul 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 18 12 0 25 May 2022
On the Paradox of Learning to Reason from Data Honghua Zhang Liunian Harold Li Tao Meng Kai-Wei Chang Mathias Niepert NAI ReLM OOD LRM 140 104 0 23 May 2022
A Data Cartography based MixUp for Pre-trained Language Models Seohong Park Cornelia Caragea 16 6 0 06 May 2022
On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations Roy Schwartz Gabriel Stanovsky 35 26 0 27 Apr 2022
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues Ssu Chiu Maolin Li Yen-Ting Lin Yun-Nung (Vivian) Chen 24 31 0 22 Apr 2022
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues Deepanway Ghosal Siqi Shen Navonil Majumder Rada Mihalcea Soujanya Poria 35 51 0 25 Mar 2022
An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing Weikai Steven Lu 36 0 0 23 Mar 2022
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness Tejas Gokhale Swaroop Mishra Man Luo Bhavdeep Singh Sachdeva Chitta Baral 52 29 0 15 Mar 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models Ning Ding Yujia Qin Guang Yang Fu Wei Zonghan Yang ... Jianfei Chen Yang Liu Jie Tang Juan Li Maosong Sun 32 196 0 14 Mar 2022
Can pre-trained Transformers be used in detecting complex sensitive sentences? -- A Monsanto case study Roelien C. Timmer David Liebowitz Surya Nepal S. Kanhere 14 8 0 14 Mar 2022
SciNLI: A Corpus for Natural Language Inference on Scientific Text Mobashir Sadat Cornelia Caragea AILaw 32 35 0 13 Mar 2022
Revisiting Over-smoothing in BERT from the Perspective of Graph Han Shi Jiahui Gao Hang Xu Xiaodan Liang Zhenguo Li Lingpeng Kong Stephen M. S. Lee James T. Kwok 22 71 0 17 Feb 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey Prajjwal Bhargava Vincent Ng ReLM LRM 44 62 0 28 Jan 2022
Double Retrieval and Ranking for Accurate Question Answering Zeyu Zhang Thuy Vu Alessandro Moschitti 27 11 0 16 Jan 2022
CommonsenseQA 2.0: Exposing the Limits of AI through Gamification Alon Talmor Ori Yoran Ronan Le Bras Chandrasekhar Bhagavatula Yoav Goldberg Yejin Choi Jonathan Berant ELM 21 141 0 14 Jan 2022
Does Entity Abstraction Help Generative Transformers Reason? Nicolas Angelard-Gontier Siva Reddy C. Pal 34 5 0 05 Jan 2022
Modeling Associative Reasoning Processes C. Schon Ulrich Furbach Marco Ragni LRM 21 1 0 03 Jan 2022
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization Zi-Yi Dou Nanyun Peng ELM 15 26 0 01 Jan 2022
ActKnow: Active External Knowledge Infusion Learning for Question Answering in Low Data Regime K. Annervaz Pritam Kumar Nath Ambedkar Dukkipati RALM 12 1 0 17 Dec 2021
Knowledge-Augmented Language Models for Cause-Effect Relation Classification Pedram Hosseini David A. Broniatowski Mona T. Diab CML 23 18 0 16 Dec 2021
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 130 0 15 Dec 2021
KGR^4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation Xin Liu Dayiheng Liu Baosong Yang Haibo Zhang Junwei Ding Wenqing Yao Weihua Luo Haiying Zhang Jinsong Su LRM 32 8 0 15 Dec 2021
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Yichong Xu Chenguang Zhu Shuohang Wang Siqi Sun Hao Cheng Xiaodong Liu Jianfeng Gao Pengcheng He Michael Zeng Xuedong Huang LRM 254 55 0 06 Dec 2021
Interactive Model with Structural Loss for Language-based Abductive Reasoning Linhao Li Ming Xu Yongfeng Dong Xin Li Ao Wang 20 2 0 01 Dec 2021
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing Pengcheng He Jianfeng Gao Weizhu Chen 30 1,120 0 18 Nov 2021
Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair Jason Phang Angelica Chen William Huang Samuel R. Bowman AAML 28 13 0 16 Nov 2021
NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation David Alfonso-Hermelo Ahmad Rashid Abbas Ghaddar Huawei Noah’s Mehdi Rezagholizadeh 34 2 0 09 Nov 2021
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 61 467 0 29 Oct 2021
More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering Yang Bai D. Wang 93 10 0 25 Sep 2021
Survey: Transformer based Video-Language Pre-training Ludan Ruan Qin Jin VLM ViT 72 44 0 21 Sep 2021
Do Long-Range Language Models Actually Use Long-Range Context? Simeng Sun Kalpesh Krishna Andrew Mattarella-Micke Mohit Iyyer RALM 25 81 0 19 Sep 2021
Neural Unification for Logic Reasoning over Natural Language Gabriele Picco Hoang Thanh Lam M. Sbodio Vanessa Lopez Garcia NAI LRM 25 13 0 17 Sep 2021
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning Da Yin Liunian Harold Li Ziniu Hu Nanyun Peng Kai-Wei Chang 97 52 0 14 Sep 2021
SituatedQA: Incorporating Extra-Linguistic Contexts into QA Michael J.Q. Zhang Eunsol Choi RALM 32 136 0 13 Sep 2021
Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding Shane Storks Qiaozi Gao Yichi Zhang J. Chai ReLM LRM 47 22 0 10 Sep 2021
End-to-End Self-Debiasing Framework for Robust NLU Training Abbas Ghaddar Philippe Langlais Mehdi Rezagholizadeh Ahmad Rashid UQCV 34 36 0 05 Sep 2021
CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge Yasumasa Onoe Michael J.Q. Zhang Eunsol Choi Greg Durrett HILM 40 85 0 03 Sep 2021
NoiER: An Approach for Training more Reliable Fine-TunedDownstream Task Models Myeongjun Jang Thomas Lukasiewicz 24 4 0 29 Aug 2021
Rethinking Why Intermediate-Task Fine-Tuning Works Ting-Yun Chang Chi-Jen Lu LRM 19 29 0 26 Aug 2021
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition Abbas Ghaddar Philippe Langlais Ahmad Rashid Mehdi Rezagholizadeh 39 42 0 24 Jul 2021
AutoBERT-Zero: Evolving BERT Backbone from Scratch Jiahui Gao Hang Xu Han Shi Xiaozhe Ren Philip L. H. Yu Xiaodan Liang Xin Jiang Zhenguo Li 21 37 0 15 Jul 2021
Automatic Construction of Evaluation Suites for Natural Language Generation Datasets Simon Mille Kaustubh D. Dhole Saad Mahamood Laura Perez-Beltrachini Varun Gangal Mihir Kale Emiel van Miltenburg Sebastian Gehrmann ELM 42 22 0 16 Jun 2021
Improving Paraphrase Detection with the Adversarial Paraphrasing Task Animesh Nighojkar John Licato 25 39 0 14 Jun 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning Bill Yuchen Lin Seyeon Lee Xiaoyang Qiao Xiang Ren ReLM LRM 27 61 0 13 Jun 2021