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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
Exploring Neural Entity Representations for Semantic Information Andrew Runge Eduard H. Hovy 49 5 0 17 Nov 2020
diagNNose: A Library for Neural Activation Analysis Jaap Jumelet AI4CE 46 9 0 13 Nov 2020
Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework S. Yadav Jainish Chauhan Joy Prakash Sain K. Thirunarayan A. Sheth Jeremiah A. Schumm 74 43 0 12 Nov 2020
When Do You Need Billions of Words of Pretraining Data? Yian Zhang Alex Warstadt Haau-Sing Li Samuel R. Bowman 73 141 0 10 Nov 2020
Language Through a Prism: A Spectral Approach for Multiscale Language Representations Alex Tamkin Dan Jurafsky Noah D. Goodman 86 46 0 09 Nov 2020
VisBERT: Hidden-State Visualizations for Transformers Betty van Aken B. Winter Alexander Loser Felix Alexander Gers 46 26 0 09 Nov 2020
CxGBERT: BERT meets Construction Grammar Harish Tayyar Madabushi Laurence Romain Dagmar Divjak P. Milin 53 43 0 09 Nov 2020
Semantic and Relational Spaces in Science of Science: Deep Learning Models for Article Vectorisation Diego Kozlowski Jennifer Dusdal Jun Pang A. Zilian 20 17 0 05 Nov 2020
Introducing various Semantic Models for Amharic: Experimentation and Evaluation with multiple Tasks and Datasets Seid Muhie Yimam Abinew Ali Ayele Gopalakrishnan Venkatesh Ibrahim Gashaw Christian Biemann 82 29 0 02 Nov 2020
Influence Patterns for Explaining Information Flow in BERT Kaiji Lu Zifan Wang Piotr (Peter) Mardziel Anupam Datta GNN 103 16 0 02 Nov 2020
ABNIRML: Analyzing the Behavior of Neural IR Models Sean MacAvaney Sergey Feldman Nazli Goharian Doug Downey Arman Cohan 67 49 0 02 Nov 2020
Investigation of BERT Model on Biomedical Relation Extraction Based on Revised Fine-tuning Mechanism P. Su K. Vijay-Shanker 62 20 0 01 Nov 2020
CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models Abhinav Singh Patrick Xia Guanghui Qin M. Yarmohammadi Benjamin Van Durme SyDa 32 2 0 28 Oct 2020
Rethinking embedding coupling in pre-trained language models Hyung Won Chung Thibault Févry Henry Tsai Melvin Johnson Sebastian Ruder 180 143 0 24 Oct 2020
Deep Clustering of Text Representations for Supervision-free Probing of Syntax Vikram Gupta Haoyue Shi Kevin Gimpel Mrinmaya Sachan 91 9 0 24 Oct 2020
Measuring Association Between Labels and Free-Text Rationales Sarah Wiegreffe Ana Marasović Noah A. Smith 339 182 0 24 Oct 2020
Applying Occam's Razor to Transformer-Based Dependency Parsing: What Works, What Doesn't, and What is Really Necessary Stefan Grünewald Annemarie Friedrich Jonas Kuhn 101 11 0 23 Oct 2020
Long Document Ranking with Query-Directed Sparse Transformer Jyun-Yu Jiang Chenyan Xiong Chia-Jung Lee Wei Wang 73 25 0 23 Oct 2020
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas Yogarshi Vyas Miguel Ballesteros 56 10 0 21 Oct 2020
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou Kevin Huang Tengyu Ma Jing Huang 137 283 0 21 Oct 2020
A Benchmark for Lease Contract Review Spyretta Leivaditi Julien Rossi Evangelos Kanoulas AILaw 175 37 0 20 Oct 2020
Towards Interpreting BERT for Reading Comprehension Based QA Sahana Ramnath Preksha Nema Deep Sahni Mitesh M. Khapra 94 30 0 18 Oct 2020
Pair the Dots: Jointly Examining Training History and Test Stimuli for Model Interpretability Yuxian Meng Chun Fan Zijun Sun Eduard H. Hovy Leilei Gan Jiwei Li FAtt 78 10 0 14 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 393 628 0 13 Oct 2020
BRUMS at SemEval-2020 Task 3: Contextualised Embeddings for Predicting the (Graded) Effect of Context in Word Similarity Hansi Hettiarachchi Tharindu Ranasinghe 53 14 0 13 Oct 2020
Chatbot Interaction with Artificial Intelligence: Human Data Augmentation with T5 and Language Transformer Ensemble for Text Classification Jordan J. Bird Anikó Ekárt Diego Resende Faria 61 60 0 12 Oct 2020
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations Nikolaos Manginas Ilias Chalkidis Prodromos Malakasiotis 44 4 0 12 Oct 2020
EFSG: Evolutionary Fooling Sentences Generator Marco Di Giovanni Marco Brambilla AAML 61 3 0 12 Oct 2020
Probing Pretrained Language Models for Lexical Semantics Ivan Vulić Edoardo Ponti Robert Litschko Goran Glavaš Anna Korhonen KELM 86 246 0 12 Oct 2020
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations Shauli Ravfogel Yanai Elazar Jacob Goldberger Yoav Goldberg 79 12 0 11 Oct 2020
Structured Self-Attention Weights Encode Semantics in Sentiment Analysis Zhengxuan Wu Thanh-Son Nguyen Desmond C. Ong MILM 74 19 0 10 Oct 2020
Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task Thibault Sellam Amy Pu Hyung Won Chung Sebastian Gehrmann Qijun Tan Markus Freitag Dipanjan Das Ankur P. Parikh VLM 78 37 0 08 Oct 2020
Assessing Phrasal Representation and Composition in Transformers Lang-Chi Yu Allyson Ettinger CoGe 90 68 0 08 Oct 2020
BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations Aina Garí Soler Marianna Apidianaki 39 19 0 06 Oct 2020
On the Sub-Layer Functionalities of Transformer Decoder Yilin Yang Longyue Wang Shuming Shi Prasad Tadepalli Stefan Lee Zhaopeng Tu 80 27 0 06 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
Semantically Driven Sentence Fusion: Modeling and Evaluation Eyal Ben-David Orgad Keller Eric Malmi Idan Szpektor Roi Reichart 41 5 0 06 Oct 2020
Pretrained Language Model Embryology: The Birth of ALBERT Cheng-Han Chiang Sung-Feng Huang Hung-yi Lee 69 42 0 06 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
Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning Tsvetomila Mihaylova Vlad Niculae André F. T. Martins SyDa 63 7 0 05 Oct 2020
Pareto Probing: Trading Off Accuracy for Complexity Tiago Pimentel Naomi Saphra Adina Williams Ryan Cotterell 92 60 0 05 Oct 2020
Linguistic Profiling of a Neural Language Model Alessio Miaschi D. Brunato F. Dell’Orletta Giulia Venturi 101 49 0 05 Oct 2020
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior Zi Lin Jeremiah Zhe Liu Ziao Yang Nan Hua Dan Roth 94 47 0 05 Oct 2020
Which *BERT? A Survey Organizing Contextualized Encoders Patrick Xia Shijie Wu Benjamin Van Durme 62 50 0 02 Oct 2020
Beyond The Text: Analysis of Privacy Statements through Syntactic and Semantic Role Labeling Yan Shvartzshnaider Ananth Balashankar Vikas Patidar Thomas Wies L. Subramanian 53 4 0 01 Oct 2020
TaxiNLI: Taking a Ride up the NLU Hill Pratik M. Joshi Somak Aditya Aalok Sathe Monojit Choudhury 66 36 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
What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties Rochelle Choenni Ekaterina Shutova 109 37 0 27 Sep 2020
The Persian Dependency Treebank Made Universal Mohammad Sadegh Rasooli P. Safari Amirsaeid Moloodi Alireza Nourian 32 5 0 21 Sep 2020
Latin BERT: A Contextual Language Model for Classical Philology David Bamman P. Burns 43 79 0 21 Sep 2020