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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
LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding Hao Fu Shaojun Zhou Qihong Yang Junjie Tang Guiquan Liu Kaikui Liu Xiaolong Li 119 60 0 14 Dec 2020
Infusing Finetuning with Semantic Dependencies Zhaofeng Wu Hao Peng Noah A. Smith 71 37 0 10 Dec 2020
Mapping the Space of Chemical Reactions Using Attention-Based Neural Networks P. Schwaller Daniel Probst Alain C. Vaucher Vishnu H. Nair D. Kreutter Teodoro Laino J. Reymond 209 235 0 09 Dec 2020
Towards Coinductive Models for Natural Language Understanding. Bringing together Deep Learning and Deep Semantics Wlodek Zadrozny AI4CE 35 1 0 09 Dec 2020
An Investigation of Language Model Interpretability via Sentence Editing Samuel Stevens Yu-Chuan Su LRM 39 9 0 28 Nov 2020
AGenT Zero: Zero-shot Automatic Multiple-Choice Question Generation for Skill Assessments Eric Li Jingyi Su Hao Sheng Lawrence Wai 33 2 0 25 Nov 2020
Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks Ileana Rugina Rumen Dangovski L. Jing Preslav Nakov Marin Soljacic 63 0 0 20 Nov 2020
Mixing ADAM and SGD: a Combined Optimization Method Nicola Landro I. Gallo Riccardo La Grassa ODL 49 25 0 16 Nov 2020
Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads Zhengyan Zhang Fanchao Qi Zhiyuan Liu Qun Liu Maosong Sun VLM 86 31 0 07 Nov 2020
CharBERT: Character-aware Pre-trained Language Model Wentao Ma Yiming Cui Chenglei Si Ting Liu Shijin Wang Guoping Hu 85 109 0 03 Nov 2020
Word Frequency Does Not Predict Grammatical Knowledge in Language Models Charles Yu Ryan Sie Nicolas Tedeschi Leon Bergen 39 3 0 26 Oct 2020
ANLIzing the Adversarial Natural Language Inference Dataset Adina Williams Tristan Thrush Douwe Kiela AAML 255 47 0 24 Oct 2020
Improving Classification through Weak Supervision in Context-specific Conversational Agent Development for Teacher Education Debajyoti Datta Maria Phillips Jennifer L. Chiu G. Watson J. Bywater Laura E. Barnes Donald E. Brown 54 7 0 23 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
Detecting and Exorcising Statistical Demons from Language Models with Anti-Models of Negative Data Michael L. Wick Kate Silverstein Jean-Baptiste Tristan Adam Craig Pocock Mark Johnson 29 3 0 22 Oct 2020
Towards Fully Bilingual Deep Language Modeling Li-Hsin Chang S. Pyysalo Jenna Kanerva Filip Ginter 67 3 0 22 Oct 2020
Bayesian Attention Modules Xinjie Fan Shujian Zhang Bo Chen Mingyuan Zhou 183 62 0 20 Oct 2020
Optimal Subarchitecture Extraction For BERT Adrian de Wynter Daniel J. Perry MQ 91 18 0 20 Oct 2020
TweetBERT: A Pretrained Language Representation Model for Twitter Text Analysis Mohiuddin Md Abdul Qudar Vijay K. Mago SSeg 52 38 0 17 Oct 2020
TextHide: Tackling Data Privacy in Language Understanding Tasks Yangsibo Huang Zhao Song Danqi Chen Keqin Li Sanjeev Arora FedML 51 56 0 12 Oct 2020
EFSG: Evolutionary Fooling Sentences Generator Marco Di Giovanni Marco Brambilla AAML 61 3 0 12 Oct 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 85 242 0 12 Oct 2020
SMYRF: Efficient Attention using Asymmetric Clustering Giannis Daras Nikita Kitaev Augustus Odena A. Dimakis 101 46 0 11 Oct 2020
Interpreting Multivariate Shapley Interactions in DNNs Hao Zhang Yichen Xie Longjie Zheng Die Zhang Quanshi Zhang TDI FAtt 90 7 0 10 Oct 2020
Latent Tree Learning with Ordered Neurons: What Parses Does It Produce? Yian Zhang 23 1 0 10 Oct 2020
Large Product Key Memory for Pretrained Language Models Gyuwan Kim Tae-Hwan Jung VLM KELM 94 2 0 08 Oct 2020
Unsupervised Parsing via Constituency Tests Steven Cao Nikita Kitaev Dan Klein 52 25 0 07 Oct 2020
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers Marius Mosbach A. Khokhlova Michael A. Hedderich Dietrich Klakow 54 46 0 06 Oct 2020
GRUEN for Evaluating Linguistic Quality of Generated Text Wanzheng Zhu S. Bhat 120 61 0 06 Oct 2020
Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks Lichao Sun Congying Xia Wenpeng Yin Tingting Liang Philip S. Yu Lifang He 62 36 0 05 Oct 2020
Investigating representations of verb bias in neural language models Robert D. Hawkins Takateru Yamakoshi Thomas Griffiths A. Goldberg 50 30 0 05 Oct 2020
PMI-Masking: Principled masking of correlated spans Yoav Levine Barak Lenz Opher Lieber Omri Abend Kevin Leyton-Brown Moshe Tennenholtz Y. Shoham 66 73 0 05 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
AUBER: Automated BERT Regularization Hyun Dong Lee Seongmin Lee U. Kang 38 9 0 30 Sep 2020
Contrastive Distillation on Intermediate Representations for Language Model Compression S. Sun Zhe Gan Yu Cheng Yuwei Fang Shuohang Wang Jingjing Liu VLM 78 73 0 29 Sep 2020
Domain Adversarial Fine-Tuning as an Effective Regularizer Giorgos Vernikos Katerina Margatina Alexandra Chronopoulou Ion Androutsopoulos 70 15 0 28 Sep 2020
Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference Bang An Jie Lyu Zhenyi Wang Chunyuan Li Changwei Hu Fei Tan Ruiyi Zhang Yifan Hu Changyou Chen AAML 97 28 0 20 Sep 2020
Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data Jonathan Pilault Amine Elhattami C. Pal CLL MoE 90 91 0 19 Sep 2020
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning Bingbing Li Zhenglun Kong Tianyun Zhang Ji Li Zechao Li Hang Liu Caiwen Ding VLM 192 65 0 17 Sep 2020
Real-Time Execution of Large-scale Language Models on Mobile Wei Niu Zhenglun Kong Geng Yuan Weiwen Jiang Jiexiong Guan Caiwen Ding Pu Zhao Sijia Liu Bin Ren Yanzhi Wang MQ 59 7 0 15 Sep 2020
BoostingBERT:Integrating Multi-Class Boosting into BERT for NLP Tasks Tongwen Huang Qingyun She Junlin Zhang 52 15 0 13 Sep 2020
AMBERT: A Pre-trained Language Model with Multi-Grained Tokenization Xinsong Zhang Pengshuai Li Hang Li 95 52 0 27 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
Better Fine-Tuning by Reducing Representational Collapse Armen Aghajanyan Akshat Shrivastava Anchit Gupta Naman Goyal Luke Zettlemoyer S. Gupta AAML 93 210 0 06 Aug 2020
Towards Debiasing Sentence Representations Paul Pu Liang Irene Li Emily Zheng Y. Lim Ruslan Salakhutdinov Louis-Philippe Morency 103 242 0 16 Jul 2020
Can neural networks acquire a structural bias from raw linguistic data? Alex Warstadt Samuel R. Bowman AI4CE 53 54 0 14 Jul 2020
HyperGrid: Efficient Multi-Task Transformers with Grid-wise Decomposable Hyper Projections Yi Tay Zhe Zhao Dara Bahri Donald Metzler Da-Cheng Juan 66 9 0 12 Jul 2020
Unsupervised Paraphrasing via Deep Reinforcement Learning A.B. Siddique Samet Oymak Vagelis Hristidis 126 58 0 05 Jul 2020
Building Interpretable Interaction Trees for Deep NLP Models Die Zhang Huilin Zhou Hao Zhang Xiaoyi Bao Da Huo Ruizhao Chen Xu Cheng Mengyue Wu Quanshi Zhang FAtt 21 3 0 29 Jun 2020
MaxVA: Fast Adaptation of Step Sizes by Maximizing Observed Variance of Gradients Chenfei Zhu Yu Cheng Zhe Gan Furong Huang Jingjing Liu Tom Goldstein ODL 109 2 0 21 Jun 2020