BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

11 October 2018

Papers citing "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

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CODA-19: Using a Non-Expert Crowd to Annotate Research Aspects on 10,000+ Abstracts in the COVID-19 Open Research Dataset Ting-Hao 'Kenneth' Huang Huang Chieh-Yang C. C. Ding Yen-Chia Hsu C. Lee Giles 27 14 0 05 May 2020
SLEDGE: A Simple Yet Effective Baseline for COVID-19 Scientific Knowledge Search Sean MacAvaney Arman Cohan Nazli Goharian 25 23 0 05 May 2020
Neural CRF Model for Sentence Alignment in Text Simplification Chao Jiang Mounica Maddela Wuwei Lan Yang Zhong Wenyuan Xu 28 157 0 05 May 2020
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting Sheng-Chieh Lin Jheng-Hong Yang Rodrigo Nogueira Ming-Feng Tsai Chuan-Ju Wang Jimmy J. Lin 29 24 0 05 May 2020
ImpactCite: An XLNet-based method for Citation Impact Analysis Dominique Mercier Syed Tahseen Raza Rizvi Vikas Rajashekar Andreas Dengel Sheraz Ahmed 19 14 0 05 May 2020
Smart To-Do : Automatic Generation of To-Do Items from Emails Sudipto Mukherjee Subhabrata Mukherjee Marcello Hasegawa Ahmed Hassan Awadallah Ryen W. White 24 14 0 05 May 2020
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering Hao Cheng Ming-Wei Chang Kenton Lee Kristina Toutanova 35 22 0 05 May 2020
Fine-grained Financial Opinion Mining: A Survey and Research Agenda Chung-Chi Chen Hen-Hsen Huang Hsin-Hsi Chen AIFin AI4TS 6 4 0 05 May 2020
Exploring Content Selection in Summarization of Novel Chapters Faisal Ladhak Bryan Li Yaser Al-Onaizan Kathleen McKeown 71 35 0 04 May 2020
Spying on your neighbors: Fine-grained probing of contextual embeddings for information about surrounding words Josef Klafka Allyson Ettinger 53 42 0 04 May 2020
Code and Named Entity Recognition in StackOverflow Jeniya Tabassum Mounica Maddela Wei-ping Xu Alan Ritter 59 115 0 04 May 2020
CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management Dan Su Yan Xu Tiezheng Yu Farhad Bin Siddique Elham J. Barezi Pascale Fung RALM 19 31 0 04 May 2020
To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz Greg Burnham Akash Bharadwaj Owen Rambow Jennifer Chu-Carroll D. Ferrucci FaML 54 65 0 04 May 2020
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition? Abhinav Shukla Stavros Petridis M. Pantic SSL 32 28 0 04 May 2020
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations Mostafa Abdou Vinit Ravishankar Maria Barrett Yonatan Belinkov Desmond Elliott Anders Søgaard ReLM LRM 62 34 0 04 May 2020
From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? Reut Tsarfaty Dan Bareket Stav Klein Amit Seker 21 39 0 04 May 2020
Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning Liyan Xu J. Hogan R. Patzer Jinho Choi 19 4 0 04 May 2020
Robust Encodings: A Framework for Combating Adversarial Typos Erik Jones Robin Jia Aditi Raghunathan Percy Liang AAML 142 102 0 04 May 2020
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei-Ye Zhao Goran Glavavs Maxime Peyrard Yang Gao Robert West Steffen Eger ELM 26 63 0 03 May 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward Luyang Huang Lingfei Wu Lu Wang RALM 32 161 0 03 May 2020
Let Me Choose: From Verbal Context to Font Selection Amirreza Shirani Franck Dernoncourt J. Echevarria P. Asente Nedim Lipka Thamar Solorio 32 19 0 03 May 2020
Improving Aspect-Level Sentiment Analysis with Aspect Extraction Navonil Majumder Rishabh Bhardwaj Soujanya Poria Amir Zadeh Alexander Gelbukh Amir Hussain Louis-Philippe Morency 16 30 0 03 May 2020
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation Xuanli He Gholamreza Haffari Mohammad Norouzi 21 45 0 03 May 2020
Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction Masahiro Kaneko Masato Mita Shun Kiyono Jun Suzuki Kentaro Inui 35 143 0 03 May 2020
How Does Selective Mechanism Improve Self-Attention Networks? Xinwei Geng Longyue Wang Xing Wang Bing Qin Ting Liu Zhaopeng Tu AAML 39 35 0 03 May 2020
Understanding and Improving Information Transfer in Multi-Task Learning Sen Wu Hongyang R. Zhang Christopher Ré 18 154 0 02 May 2020
Quantifying Attention Flow in Transformers Samira Abnar Willem H. Zuidema 60 778 0 02 May 2020
Clue: Cross-modal Coherence Modeling for Caption Generation Malihe Alikhani Piyush Sharma Shengjie Li Radu Soricut Matthew Stone 38 56 0 02 May 2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking Giovanni Campagna Agata Foryciarz M. Moradshahi M. Lam 21 97 0 02 May 2020
Improving Truthfulness of Headline Generation Kazuki Matsumaru Sho Takase Naoaki Okazaki HILM 8 49 0 02 May 2020
Social Biases in NLP Models as Barriers for Persons with Disabilities Ben Hutchinson Vinodkumar Prabhakaran Emily L. Denton Kellie Webster Yu Zhong Stephen Denuyl 16 302 0 02 May 2020
Teaching Machine Comprehension with Compositional Explanations Qinyuan Ye Xiao Huang Elizabeth Boschee Xiang Ren LRM ReLM 21 34 0 02 May 2020
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization Wenxuan Zhou Bill Yuchen Lin Xiang Ren 14 24 0 02 May 2020
A Simple Language Model for Task-Oriented Dialogue Ehsan Hosseini-Asl Bryan McCann Chien-Sheng Wu Semih Yavuz R. Socher 31 526 0 02 May 2020
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data Woojeong Jin Rahul Khanna Suji Kim Dong-Ho Lee Fred Morstatter Aram Galstyan Xiang Ren AI4TS 13 36 0 02 May 2020
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms Pei Zhou Rahul Khanna Seyeon Lee Bill Yuchen Lin Daniel E. Ho Jay Pujara Xiang Ren ReLM 21 36 0 02 May 2020
Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19 Muhammad Abdul-Mageed AbdelRahim Elmadany El Moatez Billah Nagoudi Dinesh Pabbi Kunal Verma Rannie Lin 21 18 0 02 May 2020
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning Michael Boratko Xiang Lorraine Li Rajarshi Das Timothy J. O'Gorman Daniel Le Andrew McCallum 27 56 0 02 May 2020
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA Nora Kassner Hinrich Schütze RALM 21 68 0 02 May 2020
UnifiedQA: Crossing Format Boundaries With a Single QA System Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter Clark Hannaneh Hajishirzi 46 721 0 02 May 2020
DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering Qingqing Cao H. Trivedi A. Balasubramanian Niranjan Balasubramanian 32 66 0 02 May 2020
Contrastive Self-Supervised Learning for Commonsense Reasoning T. Klein Moin Nabi LRM SSL 19 63 0 02 May 2020
We Need to Talk About Random Splits Anders Søgaard Sebastian Ebert Jasmijn Bastings Katja Filippova 34 97 0 01 May 2020
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers Anne Lauscher Vinit Ravishankar Ivan Vulić Goran Glavaš 29 56 0 01 May 2020
Probing Contextual Language Models for Common Ground with Visual Representations Gabriel Ilharco Rowan Zellers Ali Farhadi Hannaneh Hajishirzi 30 14 0 01 May 2020
Multi-Dimensional Gender Bias Classification Emily Dinan Angela Fan Ledell Yu Wu Jason Weston Douwe Kiela Adina Williams FaML 22 122 0 01 May 2020
Learning an Unreferenced Metric for Online Dialogue Evaluation Koustuv Sinha Prasanna Parthasarathi Jasmine Wang Ryan J. Lowe William L. Hamilton Joelle Pineau OffRL 29 84 0 01 May 2020
When BERT Plays the Lottery, All Tickets Are Winning Sai Prasanna Anna Rogers Anna Rumshisky MILM 16 186 0 01 May 2020
POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training Yizhe Zhang Guoyin Wang Chunyuan Li Zhe Gan Chris Brockett Bill Dolan 34 30 0 01 May 2020
Do Neural Ranking Models Intensify Gender Bias? Navid Rekabsaz Markus Schedl 16 57 0 01 May 2020