A Simple Method for Commonsense Reasoning

7 June 2018

Papers citing "A Simple Method for Commonsense Reasoning"

50 / 291 papers shown

Title
Simple Local Attentions Remain Competitive for Long-Context Tasks Wenhan Xiong Barlas Ouguz Anchit Gupta Xilun Chen Diana Liskovich Omer Levy Wen-tau Yih Yashar Mehdad 49 29 0 14 Dec 2021
LSH methods for data deduplication in a Wikipedia artificial dataset Juan Ciro Daniel Galvez Tim Schlippe David Kanter 19 1 0 10 Dec 2021
Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation Jiaying Gong Hoda Eldardiry 22 7 0 08 Dec 2021
JABER and SABER: Junior and Senior Arabic BERt Abbas Ghaddar Yimeng Wu Ahmad Rashid Khalil Bibi Mehdi Rezagholizadeh ... Zhefeng Wang Baoxing Huai Xin Jiang Qun Liu Philippe Langlais 24 5 0 08 Dec 2021
You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling Zhanpeng Zeng Yunyang Xiong Sathya Ravi Shailesh Acharya G. Fung Vikas Singh 35 19 0 18 Nov 2021
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing Pengcheng He Jianfeng Gao Weizhu Chen 74 1,126 0 18 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 88 1,039 0 01 Nov 2021
Open Rule Induction Wanyun Cui Xingran Chen AI4TS AI4CE 38 4 0 26 Oct 2021
ClimateBert: A Pretrained Language Model for Climate-Related Text Nicolas Webersinke Mathias Kraus Jiabo Huang Markus Leippold AI4CE 37 131 0 22 Oct 2021
Detecting Anti-Vaccine Users on Twitter Matheus Schmitz Goran Murić Keith Burghardt 30 5 0 21 Oct 2021
Generated Knowledge Prompting for Commonsense Reasoning Jiacheng Liu Alisa Liu Ximing Lu Sean Welleck Peter West Ronan Le Bras Yejin Choi Hannaneh Hajishirzi KELM RALM ReLM LLMAG LRM 53 313 0 15 Oct 2021
8-bit Optimizers via Block-wise Quantization Tim Dettmers M. Lewis Sam Shleifer Luke Zettlemoyer MQ 34 276 0 06 Oct 2021
ABC: Attention with Bounded-memory Control Hao Peng Jungo Kasai Nikolaos Pappas Dani Yogatama Zhaofeng Wu Lingpeng Kong Roy Schwartz Noah A. Smith 76 22 0 06 Oct 2021
FoodChem: A food-chemical relation extraction model Gjorgjina Cenikj B. Korousic-Seljak T. Eftimov 45 6 0 05 Oct 2021
Multiplicative Position-aware Transformer Models for Language Understanding Zhiheng Huang Davis Liang Peng Xu Bing Xiang 17 1 0 27 Sep 2021
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? Rochelle Choenni Ekaterina Shutova R. Rooij 93 29 0 21 Sep 2021
Attention-based Contrastive Learning for Winograd Schemas T. Klein Moin Nabi SSL 34 3 0 10 Sep 2021
PPT: Pre-trained Prompt Tuning for Few-shot Learning Yuxian Gu Xu Han Zhiyuan Liu Minlie Huang VLM 59 404 0 09 Sep 2021
NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction Yi Sun Yu Zheng Chao Hao Hangping Qiu VLM 41 37 0 08 Sep 2021
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense Wanyun Cui Xingran Chen 22 6 0 06 Sep 2021
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 253 710 0 27 Aug 2021
Prompt-Learning for Fine-Grained Entity Typing Ning Ding Yulin Chen Xu Han Guangwei Xu Pengjun Xie Haitao Zheng Zhiyuan Liu Juan-Zi Li Hong-Gee Kim 26 156 0 24 Aug 2021
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models Conglong Li Minjia Zhang Yuxiong He 22 38 0 13 Aug 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 91 3,858 0 28 Jul 2021
Back-Translated Task Adaptive Pretraining: Improving Accuracy and Robustness on Text Classification Junghoon Lee Jounghee Kim Pilsung Kang VLM 19 5 0 22 Jul 2021
How Vulnerable Are Automatic Fake News Detection Methods to Adversarial Attacks? Camille Koenders Johannes Filla Nicolai Schneider Vinicius Woloszyn GNN 30 15 0 16 Jul 2021
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 242 599 0 14 Jul 2021
ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation Yu Sun Shuohuan Wang Shikun Feng Siyu Ding Chao Pang ... Ouyang Xuan Dianhai Yu Hao Tian Hua Wu Haifeng Wang 61 454 0 05 Jul 2021
Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding Shengjie Luo Shanda Li Tianle Cai Di He Dinglan Peng Shuxin Zheng Guolin Ke Liwei Wang Tie-Yan Liu 35 50 0 23 Jun 2021
It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning Alexey Tikhonov Max Ryabinin LRM 21 57 0 22 Jun 2021
From Discourse to Narrative: Knowledge Projection for Event Relation Extraction Jialong Tang Hongyu Lin M. Liao Yaojie Lu Xianpei Han Le Sun Weijian Xie Jin Xu 32 23 0 16 Jun 2021
Prompting Contrastive Explanations for Commonsense Reasoning Tasks Bhargavi Paranjape Julian Michael Marjan Ghazvininejad Luke Zettlemoyer Hannaneh Hajishirzi ReLM LRM 32 66 0 12 Jun 2021
Luna: Linear Unified Nested Attention Xuezhe Ma Xiang Kong Sinong Wang Chunting Zhou Jonathan May Hao Ma Luke Zettlemoyer 33 114 0 03 Jun 2021
A Semantic-based Method for Unsupervised Commonsense Question Answering Yilin Niu Fei Huang Jiaming Liang Wenkai Chen Xiaoyan Zhu Minlie Huang LRM 26 13 0 31 May 2021
Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge Yi Zhang Lei Li Yunfang Wu Qi Su Xu Sun 33 4 0 28 May 2021
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction Minghan Shen Pratyay Banerjee Chitta Baral SSL 24 5 0 26 May 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 43 514 0 24 May 2021
Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models Anne Beyer Sharid Loáiciga David Schlangen 27 15 0 07 May 2021
On the Influence of Masking Policies in Intermediate Pre-training Qinyuan Ye Belinda Z. Li Sinong Wang Benjamin Bolte Hao Ma Wen-tau Yih Xiang Ren Madian Khabsa 13 12 0 18 Apr 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus Jesse Dodge Maarten Sap Ana Marasović William Agnew Gabriel Ilharco Dirk Groeneveld Margaret Mitchell Matt Gardner AILaw 43 430 0 18 Apr 2021
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema Yanai Elazar Hongming Zhang Yoav Goldberg Dan Roth ReLM LRM 45 44 0 16 Apr 2021
Probing Across Time: What Does RoBERTa Know and When? Leo Z. Liu Yizhong Wang Jungo Kasai Hannaneh Hajishirzi Noah A. Smith KELM 16 80 0 16 Apr 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Nicholas Lourie Ronan Le Bras Chandra Bhagavatula Yejin Choi LRM 30 137 0 24 Mar 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 25 197 0 22 Mar 2021
Identifying Machine-Paraphrased Plagiarism Jan Philip Wahle Terry Ruas Tomávs Foltýnek Norman Meuschke Bela Gipp 11 30 0 22 Mar 2021
GLM: General Language Model Pretraining with Autoregressive Blank Infilling Zhengxiao Du Yujie Qian Xiao Liu Ming Ding J. Qiu Zhilin Yang Jie Tang BDL AI4CE 53 1,496 0 18 Mar 2021
How Many Data Points is a Prompt Worth? Teven Le Scao Alexander M. Rush VLM 66 296 0 15 Mar 2021
Automatic Story Generation: Challenges and Attempts Amal Alabdulkarim Siyan Li Xiangyu Peng 31 49 0 25 Feb 2021
Social Networks Analysis to Retrieve Critical Comments on Online Platforms Shova Bhandari R. Raju 11 0 0 21 Feb 2021
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 127 203 0 16 Feb 2021