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BERT Rediscovers the Classical NLP Pipeline

15 May 2019

Papers citing "BERT Rediscovers the Classical NLP Pipeline"

50 / 821 papers shown

Title
Understanding Performance of Long-Document Ranking Models through Comprehensive Evaluation and Leaderboarding Leonid Boytsov David Akinpelu Tianyi Lin Fangwei Gao Yutian Zhao Jeffrey Huang Nipun Katyal Eric Nyberg 178 9 0 04 Jul 2022
Linguistically inspired roadmap for building biologically reliable protein language models Mai Ha Vu Rahmad Akbar Philippe A. Robert B. Swiatczak Victor Greiff G. K. Sandve Dag Trygve Tryslew Haug 101 36 0 03 Jul 2022
VL-CheckList: Evaluating Pre-trained Vision-Language Models with Objects, Attributes and Relations Tiancheng Zhao Tianqi Zhang Mingwei Zhu Haozhan Shen Kyusong Lee Xiaopeng Lu Jianwei Yin VLM CoGe MLLM 116 99 0 01 Jul 2022
Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging? Xiang Zhou Shiyue Zhang Joey Tianyi Zhou 60 1 0 30 Jun 2022
Analyzing Encoded Concepts in Transformer Language Models Hassan Sajjad Nadir Durrani Fahim Dalvi Firoj Alam A. Khan Jia Xu 59 47 0 27 Jun 2022
Discovering Salient Neurons in Deep NLP Models Nadir Durrani Fahim Dalvi Hassan Sajjad KELM MILM 114 16 0 27 Jun 2022
Towards Unsupervised Content Disentanglement in Sentence Representations via Syntactic Roles G. Felhi Joseph Le Roux Djamé Seddah DRL 47 5 0 22 Jun 2022
Methods for Estimating and Improving Robustness of Language Models Michal Stefánik 57 3 0 16 Jun 2022
Evaluating Self-Supervised Learning for Molecular Graph Embeddings Hanchen Wang Jean Kaddour Shengchao Liu Jian Tang Joan Lasenby Qi Liu 121 23 0 16 Jun 2022
Cross-lingual AMR Aligner: Paying Attention to Cross-Attention Abelardo Carlos Martínez Lorenzo Pere-Lluís Huguet Cabot Roberto Navigli 75 4 0 15 Jun 2022
Transition-based Abstract Meaning Representation Parsing with Contextual Embeddings Yi Liang 85 0 0 13 Jun 2022
Unsupervised and Few-shot Parsing from Pretrained Language Models Zhiyuan Zeng Deyi Xiong 35 4 0 10 Jun 2022
Abstraction not Memory: BERT and the English Article System Harish Tayyar Madabushi Dagmar Divjak P. Milin 26 5 0 08 Jun 2022
Dict-TTS: Learning to Pronounce with Prior Dictionary Knowledge for Text-to-Speech Ziyue Jiang Zhe Su Zhou Zhao Qian Yang Yi Ren Jinglin Liu Zhe Ye 73 5 0 05 Jun 2022
ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers Z. Yao Reza Yazdani Aminabadi Minjia Zhang Xiaoxia Wu Conglong Li Yuxiong He VLM MQ 177 484 0 04 Jun 2022
Latent Topology Induction for Understanding Contextualized Representations Yao Fu Mirella Lapata BDL 367 6 0 03 Jun 2022
Vietnamese Hate and Offensive Detection using PhoBERT-CNN and Social Media Streaming Data K. Tran An Trong Nguyen Phu Gia Hoang Canh Duc Luu Trong-Hop Do Kiet Van Nguyen 60 23 0 01 Jun 2022
Transformer with Fourier Integral Attentions T. Nguyen Minh Pham Tam Nguyen Khai Nguyen Stanley J. Osher Nhat Ho 68 4 0 01 Jun 2022
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior Eldar David Abraham Karel DÓosterlinck Amir Feder Y. Gat Atticus Geiger Christopher Potts Roi Reichart Zhengxuan Wu CML 131 47 0 27 May 2022
On Building Spoken Language Understanding Systems for Low Resourced Languages Akshat Gupta 58 8 0 25 May 2022
Garden-Path Traversal in GPT-2 William Jurayj William Rudman Carsten Eickhoff 36 5 0 24 May 2022
Towards Tracing Factual Knowledge in Language Models Back to the Training Data Ekin Akyürek Tolga Bolukbasi Frederick Liu Binbin Xiong Ian Tenney Jacob Andreas Kelvin Guu HILM 53 12 0 23 May 2022
What Drives the Use of Metaphorical Language? Negative Insights from Abstractness, Affect, Discourse Coherence and Contextualized Word Representations P. Piccirilli Sabine Schulte im Walde 60 4 0 23 May 2022
The Geometry of Multilingual Language Model Representations Tyler A. Chang Zhuowen Tu Benjamin Bergen 108 69 0 22 May 2022
Life after BERT: What do Other Muppets Understand about Language? Vladislav Lialin Kevin Zhao Namrata Shivagunde Anna Rumshisky 110 6 0 21 May 2022
Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences Mark Anderson Jose Camacho-Collados 69 0 0 16 May 2022
Discovering Latent Concepts Learned in BERT Fahim Dalvi A. Khan Firoj Alam Nadir Durrani Jia Xu Hassan Sajjad SSL 50 61 0 15 May 2022
Is the Computation of Abstract Sameness Relations Human-Like in Neural Language Models? Lukas Thoma Benjamin Roth 76 0 0 12 May 2022
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs G. Felhi Joseph Le Roux Djamé Seddah DRL 56 2 0 12 May 2022
EigenNoise: A Contrastive Prior to Warm-Start Representations H. Heidenreich Jake Williams 38 1 0 09 May 2022
When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it Sebastian Schuster Tal Linzen 77 25 0 06 May 2022
Adaptable Adapters N. Moosavi Quentin Delfosse Kristian Kersting Iryna Gurevych 99 21 0 03 May 2022
SemAttack: Natural Textual Attacks via Different Semantic Spaces Wei Ping Chejian Xu Xiangyu Liu Yuk-Kit Cheng Yue Liu SILM AAML 119 53 0 03 May 2022
Visualizing and Explaining Language Models Adrian M. P. Braşoveanu Razvan Andonie MILM VLM 107 5 0 30 Apr 2022
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
UniTE: Unified Translation Evaluation Boyi Deng Dayiheng Liu Baosong Yang Haibo Zhang Boxing Chen Derek F. Wong Lidia S. Chao 94 41 0 28 Apr 2022
LyS_ACoruña at SemEval-2022 Task 10: Repurposing Off-the-Shelf Tools for Sentiment Analysis as Semantic Dependency Parsing I. Alonso-Alonso David Vilares Carlos Gómez-Rodríguez 105 1 0 27 Apr 2022
Probing for the Usage of Grammatical Number Karim Lasri Tiago Pimentel Alessandro Lenci Thierry Poibeau Ryan Cotterell 80 58 0 19 Apr 2022
Mono vs Multilingual BERT for Hate Speech Detection and Text Classification: A Case Study in Marathi Abhishek Velankar H. Patil Raviraj Joshi 88 33 0 19 Apr 2022
CILDA: Contrastive Data Augmentation using Intermediate Layer Knowledge Distillation Md. Akmal Haidar Mehdi Rezagholizadeh Abbas Ghaddar Khalil Bibi Philippe Langlais Pascal Poupart CLL 79 7 0 15 Apr 2022
Text Revision by On-the-Fly Representation Optimization Jingjing Li Zichao Li Tao Ge Irwin King Michael R. Lyu BDL 88 18 0 15 Apr 2022
MVSTER: Epipolar Transformer for Efficient Multi-View Stereo Xiaofen Wang Zheng Hua Zhu Fangbo Qin Yun Ye Guan Huang Xu Chi Yijia He Xingang Wang 119 83 0 15 Apr 2022
Probing for Constituency Structure in Neural Language Models David Arps Younes Samih Laura Kallmeyer Hassan Sajjad 57 14 0 13 Apr 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 103 187 0 12 Apr 2022
Classification of Natural Language Processing Techniques for Requirements Engineering Liping Zhao Waad Alhoshan Alessio Ferrari Keletso J. Letsholo VLM AI4TS 70 10 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
End-to-End Instance Edge Detection Xueyan Zou Haotian Liu Yong Jae Lee 68 2 0 06 Apr 2022
An Exploratory Study on Code Attention in BERT Rishab Sharma Fuxiang Chen Fatemeh H. Fard David Lo 77 27 0 05 Apr 2022
Design considerations for a hierarchical semantic compositional framework for medical natural language understanding R. Taira A. Garlid W. Speier 30 1 0 05 Apr 2022
Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language Andy Zeng Maria Attarian Brian Ichter K. Choromanski Adrian S. Wong ... Michael S. Ryoo Vikas Sindhwani Johnny Lee Vincent Vanhoucke Peter R. Florence ReLM LRM 166 589 0 01 Apr 2022