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Neural Network Acceptability Judgments

31 May 2018

Alex Warstadt

Amanpreet Singh

Samuel R. Bowman

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Papers citing "Neural Network Acceptability Judgments"

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Title
AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks Chin-Lun Fu Zih-Ching Chen Yun-Ru Lee Hung-yi Lee 85 49 0 30 Apr 2022
Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text Generation Kexin Yang Dayiheng Liu Wenqiang Lei Baosong Yang Mingfeng Xue Boxing Chen Jun Xie 79 29 0 28 Apr 2022
An End-to-End Dialogue Summarization System for Sales Calls Abedelkadir Asi Song Wang Roy Eisenstadt Dean Geckt Yarin Kuper Yi Mao Royi Ronen 95 16 0 27 Apr 2022
Unsupervised Ranking and Aggregation of Label Descriptions for Zero-Shot Classifiers Angelo Basile Marc Franco-Salvador Paolo Rosso VLM 57 2 0 20 Apr 2022
ALBETO and DistilBETO: Lightweight Spanish Language Models J. Canete S. Donoso Felipe Bravo-Marquez Andrés Carvallo Vladimir Araujo 74 20 0 19 Apr 2022
DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks Ziyang Luo Yadong Xi Jing Ma Zhiwei Yang Xiaoxi Mao Changjie Fan Rongsheng Zhang 35 3 0 19 Apr 2022
Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners Shashank Gupta Subhabrata Mukherjee K. Subudhi Eduardo Gonzalez Damien Jose Ahmed Hassan Awadallah Jianfeng Gao MoE 76 50 0 16 Apr 2022
MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation Simiao Zuo Qingru Zhang Chen Liang Pengcheng He T. Zhao Weizhu Chen MoE 195 41 0 15 Apr 2022
METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals Payal Bajaj Chenyan Xiong Guolin Ke Xiaodong Liu Di He Saurabh Tiwary Tie-Yan Liu Paul N. Bennett Xia Song Jianfeng Gao 116 32 0 13 Apr 2022
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing Chen Liang Pengcheng He Yelong Shen Weizhu Chen T. Zhao FedML 48 6 0 13 Apr 2022
Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification Han Wang Canwen Xu Julian McAuley VLM 67 12 0 13 Apr 2022
TangoBERT: Reducing Inference Cost by using Cascaded Architecture Jonathan Mamou Oren Pereg Moshe Wasserblat Roy Schwartz 39 12 0 13 Apr 2022
Contextual Representation Learning beyond Masked Language Modeling Zhiyi Fu Wangchunshu Zhou Jingjing Xu Hao Zhou Lei Li 75 26 0 08 Apr 2022
Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song MoE 78 16 0 07 Apr 2022
Fusing finetuned models for better pretraining Leshem Choshen Elad Venezian Noam Slonim Yoav Katz FedML AI4CE MoMe 130 96 0 06 Apr 2022
VALUE: Understanding Dialect Disparity in NLU Caleb Ziems Jiaao Chen Camille Harris J. Anderson Diyi Yang ELM 122 44 0 06 Apr 2022
Structured Pruning Learns Compact and Accurate Models Mengzhou Xia Zexuan Zhong Danqi Chen VLM 109 189 0 01 Apr 2022
Feature Structure Distillation with Centered Kernel Alignment in BERT Transferring Heeseung Jung Doyeon Kim Seung-Hoon Na Kangil Kim 81 6 0 01 Apr 2022
LinkBERT: Pretraining Language Models with Document Links Michihiro Yasunaga J. Leskovec Percy Liang KELM 108 361 0 29 Mar 2022
A Fast Post-Training Pruning Framework for Transformers Woosuk Kwon Sehoon Kim Michael W. Mahoney Joseph Hassoun Kurt Keutzer A. Gholami 110 156 0 29 Mar 2022
Few-Shot Learning with Siamese Networks and Label Tuning Thomas Müller Guillermo Pérez-Torró Marc Franco-Salvador VLM 93 41 0 28 Mar 2022
MKQ-BERT: Quantized BERT with 4-bits Weights and Activations Hanlin Tang Xipeng Zhang Kai Liu Jianchen Zhu Zhanhui Kang VLM MQ 51 15 0 25 Mar 2022
Mix and Match: Learning-free Controllable Text Generation using Energy Language Models Fatemehsadat Mireshghallah Kartik Goyal Taylor Berg-Kirkpatrick 71 80 0 24 Mar 2022
minicons: Enabling Flexible Behavioral and Representational Analyses of Transformer Language Models Kanishka Misra 84 63 0 24 Mar 2022
GRS: Combining Generation and Revision in Unsupervised Sentence Simplification Mohammad Dehghan Dhruv Kumar Lukasz Golab 68 13 0 18 Mar 2022
On the Importance of Data Size in Probing Fine-tuned Models Houman Mehrafarin S. Rajaee Mohammad Taher Pilehvar 63 18 0 17 Mar 2022
RoMe: A Robust Metric for Evaluating Natural Language Generation Md. Rony Liubov Kovriguina Debanjan Chaudhuri Ricardo Usbeck Jens Lehmann 75 12 0 17 Mar 2022
Hyperdecoders: Instance-specific decoders for multi-task NLP Hamish Ivison Matthew E. Peters AI4CE 113 22 0 15 Mar 2022
Do BERTs Learn to Use Browser User Interface? Exploring Multi-Step Tasks with Unified Vision-and-Language BERTs Taichi Iki Akiko Aizawa LLMAG 59 6 0 15 Mar 2022
VAST: The Valence-Assessing Semantics Test for Contextualizing Language Models Robert Wolfe Aylin Caliskan 62 13 0 14 Mar 2022
PERT: Pre-training BERT with Permuted Language Model Yiming Cui Ziqing Yang Ting Liu 85 37 0 14 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 108 205 0 14 Mar 2022
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mitchell Wortsman Gabriel Ilharco S. Gadre Rebecca Roelofs Raphael Gontijo-Lopes ... Hongseok Namkoong Ali Farhadi Y. Carmon Simon Kornblith Ludwig Schmidt MoMe 199 1,013 1 10 Mar 2022
Pre-trained Token-replaced Detection Model as Few-shot Learner Zicheng Li Shoushan Li Guodong Zhou 77 9 0 07 Mar 2022
ILDAE: Instance-Level Difficulty Analysis of Evaluation Data Neeraj Varshney Swaroop Mishra Chitta Baral 69 19 0 07 Mar 2022
Do Prompts Solve NLP Tasks Using Natural Language? Sen Yang Yunchen Zhang Leyang Cui Yue Zhang LRM 80 4 0 02 Mar 2022
Neural reality of argument structure constructions Bai Li Zining Zhu Guillaume Thomas Frank Rudzicz Yang Xu 96 29 0 24 Feb 2022
Probing BERT's priors with serial reproduction chains Takateru Yamakoshi Thomas Griffiths Robert D. Hawkins 84 13 0 24 Feb 2022
LAMP: Extracting Text from Gradients with Language Model Priors Mislav Balunović Dimitar I. Dimitrov Nikola Jovanović Martin Vechev 65 62 0 17 Feb 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 89 76 0 17 Feb 2022
No One Left Behind: Inclusive Federated Learning over Heterogeneous Devices Ruixuan Liu Fangzhao Wu Chuhan Wu Yanlin Wang Lingjuan Lyu Hong Chen Xing Xie FedML 89 72 0 16 Feb 2022
Should You Mask 15% in Masked Language Modeling? Alexander Wettig Tianyu Gao Zexuan Zhong Danqi Chen CVBM 105 167 0 16 Feb 2022
A Differential Entropy Estimator for Training Neural Networks Georg Pichler Pierre Colombo Malik Boudiaf Günther Koliander Pablo Piantanida 163 23 0 14 Feb 2022
Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments Maor Ivgi Y. Carmon Jonathan Berant 80 17 0 13 Feb 2022
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Yu Meng Jiaxin Huang Yu Zhang Jiawei Han SyDa 79 235 0 09 Feb 2022
What are the best systems? New perspectives on NLP Benchmarking Pierre Colombo Nathan Noiry Ekhine Irurozki Stephan Clémençon 201 42 0 08 Feb 2022
Nonparametric Uncertainty Quantification for Single Deterministic Neural Network Nikita Kotelevskii A. Artemenkov Kirill Fedyanin Fedor Noskov Alexander Fishkov Artem Shelmanov Artem Vazhentsev Aleksandr Petiushko Maxim Panov UQCV BDL 106 30 0 07 Feb 2022
No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models Chen Liang Haoming Jiang Simiao Zuo Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen T. Zhao 72 14 0 06 Feb 2022
AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models Dongkuan Xu Subhabrata Mukherjee Xiaodong Liu Debadeepta Dey Wenhui Wang Xiang Zhang Ahmed Hassan Awadallah Jianfeng Gao 56 4 0 29 Jan 2022
Describing Differences between Text Distributions with Natural Language Ruiqi Zhong Charles Burton Snell Dan Klein Jacob Steinhardt VLM 198 44 0 28 Jan 2022