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A Simple Method for Commonsense Reasoning

7 June 2018

Papers citing "A Simple Method for Commonsense Reasoning"

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Title
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song 182 205 0 16 Feb 2021
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation Yiran Xing Z. Shi Zhao Meng Gerhard Lakemeyer Yunpu Ma Roger Wattenhofer VLM 128 40 0 02 Jan 2021
MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers Wenhui Wang Hangbo Bao Shaohan Huang Li Dong Furu Wei MQ 124 274 0 31 Dec 2020
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 435 1,984 0 31 Dec 2020
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer Siyu Ding Junyuan Shang Shuohuan Wang Yu Sun Hao Tian Hua Wu Haifeng Wang 114 55 0 31 Dec 2020
REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement Yinya Huang Meng Fang Xunlin Zhan Qingxing Cao Xiaodan Liang Liang Lin 64 9 0 24 Dec 2020
Narrative Incoherence Detection Deng Cai Yizhe Zhang Yichen Huang Wai Lam Bill Dolan 83 5 0 21 Dec 2020
How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig UQCV 67 439 0 02 Dec 2020
Tackling Domain-Specific Winograd Schemas with Knowledge-Based Reasoning and Machine Learning S. Hong B. Bennett LRM 18 4 0 24 Nov 2020
An Analysis of Dataset Overlap on Winograd-Style Tasks Ali Emami Adam Trischler Kaheer Suleman Jackie C.K. Cheung 76 22 0 09 Nov 2020
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Taylor Shin Yasaman Razeghi Robert L Logan IV Eric Wallace Sameer Singh KELM 117 409 0 29 Oct 2020
Commonsense knowledge adversarial dataset that challenges ELECTRA Gongqi Lin Yuan Miao Xiaoyong Yang Wenwu Ou Li-zhen Cui Wenting Guo Chunyan Miao AAML 33 3 0 25 Oct 2020
Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions Liunian Harold Li Haoxuan You Zhecan Wang Alireza Zareian Shih-Fu Chang Kai-Wei Chang SSL VLM 101 12 0 24 Oct 2020
ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding Dongling Xiao Yukun Li Han Zhang Yu Sun Hao Tian Hua Wu Haifeng Wang 29 39 0 23 Oct 2020
Aspect-based Document Similarity for Research Papers Malte Ostendorff Terry Ruas Till Blume Bela Gipp Georg Rehm 105 27 0 13 Oct 2020
BioMegatron: Larger Biomedical Domain Language Model Hoo-Chang Shin Yang Zhang Evelina Bakhturina Raul Puri M. Patwary Mohammad Shoeybi Raghav Mani AI4CE 63 148 0 12 Oct 2020
Social Commonsense Reasoning with Multi-Head Knowledge Attention Debjit Paul Anette Frank LRM 39 19 0 12 Oct 2020
Precise Task Formalization Matters in Winograd Schema Evaluations Haokun Liu William Huang Dhara Mungra Samuel R. Bowman ReLM 67 12 0 08 Oct 2020
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models Peng Xu M. Patwary Mohammad Shoeybi Raul Puri Pascale Fung Anima Anandkumar Bryan Catanzaro 92 128 0 02 Oct 2020
An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training Kristjan Arumae Q. Sun Parminder Bhatia 58 15 0 01 Oct 2020
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution Hongming Zhang Xinran Zhao Yangqiu Song 73 10 0 27 Sep 2020
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph Haozhe Ji Pei Ke Shaohan Huang Furu Wei Xiaoyan Zhu Minlie Huang ReLM LRM 69 116 0 24 Sep 2020
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners Timo Schick Hinrich Schütze 200 979 0 15 Sep 2020
Towards an Atlas of Cultural Commonsense for Machine Reasoning Anurag Acharya Kartik Talamadupula Mark A. Finlayson LRM 77 32 0 11 Sep 2020
QiaoNing at SemEval-2020 Task 4: Commonsense Validation and Explanation system based on ensemble of language model Pai Liu LRM 66 6 0 06 Sep 2020
Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization Byron C. Wallace Sayantani Saha Frank Soboczenski Iain J. Marshall HILM 88 79 0 25 Aug 2020
On Commonsense Cues in BERT for Solving Commonsense Tasks Leyang Cui Sijie Cheng Yu Wu Yue Zhang SSL CML LRM 57 15 0 10 Aug 2020
ConvBERT: Improving BERT with Span-based Dynamic Convolution Zihang Jiang Weihao Yu Daquan Zhou Yunpeng Chen Jiashi Feng Shuicheng Yan 135 162 0 06 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 158 30 0 31 Jul 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 611 2,109 0 28 Jul 2020
XD at SemEval-2020 Task 12: Ensemble Approach to Offensive Language Identification in Social Media Using Transformer Encoders Xiangjue Dong Jinho Choi 52 1 0 21 Jul 2020
Birds of a Feather Flock Together: Satirical News Detection via Language Model Differentiation Yigeng Zhang Fan Yang Yifan Zhang Eduard Constantin Dragut Arjun Mukherjee 20 6 0 04 Jul 2020
A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages Pedro Ortiz Suarez Laurent Romary Benoît Sagot 73 234 0 11 Jun 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 187 2,770 0 05 Jun 2020
BERT-based Ensembles for Modeling Disclosure and Support in Conversational Social Media Text Tanvi Dadu Kartikey Pant R. Mamidi 32 9 0 01 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 1.1K 42,651 0 28 May 2020
Stance Prediction and Claim Verification: An Arabic Perspective Jude Khouja 61 62 0 21 May 2020
WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge Hongming Zhang Xinran Zhao Yangqiu Song 71 57 0 12 May 2020
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations Mostafa Abdou Vinit Ravishankar Maria Barrett Yonatan Belinkov Desmond Elliott Anders Søgaard ReLM LRM 113 35 0 04 May 2020
Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models Bill Yuchen Lin Seyeon Lee Rahul Khanna Xiang Ren AIMat 97 158 0 02 May 2020
Contrastive Self-Supervised Learning for Commonsense Reasoning T. Klein Moin Nabi LRM SSL 81 63 0 02 May 2020
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning Alexandre Tamborrino Nicola Pellicanò B. Pannier Pascal Voitot Louise Naudin LRM 81 63 0 29 Apr 2020
Generative Data Augmentation for Commonsense Reasoning Yiben Yang Chaitanya Malaviya Jared Fernandez Swabha Swayamdipta Ronan Le Bras Ji-ping Wang Chandra Bhagavatula Yejin Choi Doug Downey LRM 82 90 0 24 Apr 2020
A Review of Winograd Schema Challenge Datasets and Approaches Vid Kocijan Thomas Lukasiewicz E. Davis G. Marcus L. Morgenstern 72 44 0 23 Apr 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 210 2,452 0 23 Apr 2020
MPNet: Masked and Permuted Pre-training for Language Understanding Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 111 1,142 0 20 Apr 2020
Adversarial Training for Large Neural Language Models Xiaodong Liu Hao Cheng Pengcheng He Weizhu Chen Yu Wang Hoifung Poon Jianfeng Gao AAML 83 186 0 20 Apr 2020
Coreferential Reasoning Learning for Language Representation Deming Ye Yankai Lin Jiaju Du Zhenghao Liu Peng Li Maosong Sun Zhiyuan Liu 87 179 0 15 Apr 2020
Explaining Question Answering Models through Text Generation Veronica Latcinnik Jonathan Berant LRM 96 51 0 12 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 221 4,109 0 10 Apr 2020