RoBERTa: A Robustly Optimized BERT Pretraining Approach

26 July 2019

Luke Zettlemoyer

Papers citing "RoBERTa: A Robustly Optimized BERT Pretraining Approach"

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DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design Zhenhui Peng Qiaoyi Chen Zhiyu Shen Xiaojuan Ma Antti Oulasvirta 54 5 0 18 Oct 2023
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection Zheye Deng Weiqi Wang Zhaowei Wang Xin Liu Yangqiu Song 62 9 0 18 Oct 2023
Investigating semantic subspaces of Transformer sentence embeddings through linear structural probing Dmitry Nikolaev Sebastian Padó 82 5 0 18 Oct 2023
Rather a Nurse than a Physician -- Contrastive Explanations under Investigation Oliver Eberle Ilias Chalkidis Laura Cabello Stephanie Brandl 75 10 0 18 Oct 2023
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding Caoyun Fan Jidong Tian Yitian Li Wenqing Chen Hao He Yaohui Jin LRM 71 4 0 18 Oct 2023
Enhancing Low-resource Fine-grained Named Entity Recognition by Leveraging Coarse-grained Datasets Su ah Lee Seokjin Oh Woohwan Jung 79 3 0 18 Oct 2023
Learning Co-Speech Gesture for Multimodal Aphasia Type Detection Daeun Lee Sejung Son Hyolim Jeon Seungbae Kim Jinyoung Han 51 3 0 18 Oct 2023
Learning under Label Proportions for Text Classification Jatin Chauhan Xiaoxuan Wang Wei Wang 65 1 0 18 Oct 2023
Open-ended Commonsense Reasoning with Unrestricted Answer Scope Chen Ling Xuchao Zhang Xujiang Zhao Yanchi Liu Wei Cheng Mika Oishi Takao Osaki Katsushi Matsuda Haifeng Chen Liang Zhao ReLM LRM 69 1 0 18 Oct 2023
Field-testing items using artificial intelligence: Natural language processing with transformers Hotaka Maeda 21 2 0 18 Oct 2023
Concept-Guided Chain-of-Thought Prompting for Pairwise Comparison Scoring of Texts with Large Language Models Patrick Y. Wu Jonathan Nagler Joshua A. Tucker Solomon Messing LRM 129 3 0 18 Oct 2023
VeRA: Vector-based Random Matrix Adaptation D. J. Kopiczko Tijmen Blankevoort Yuki Markus Asano VLM 85 164 0 17 Oct 2023
Neural Attention: Enhancing QKV Calculation in Self-Attention Mechanism with Neural Networks Muhan Zhang 27 2 0 17 Oct 2023
DialogueLLM: Context and Emotion Knowledge-Tuned Large Language Models for Emotion Recognition in Conversations Yazhou Zhang Mengyao Wang Youxi Wu Prayag Tiwari Qiuchi Li Benyou Wang Jing Qin 148 24 0 17 Oct 2023
Disentangling the Linguistic Competence of Privacy-Preserving BERT Stefan Arnold Nils Kemmerzell Annika Schreiner 82 0 0 17 Oct 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering Haochen Shi Weiqi Wang Tianqing Fang Baixuan Xu Wenxuan Ding Xin Liu Yangqiu Song 116 7 0 17 Oct 2023
ChapGTP, ILLC's Attempt at Raising a BabyLM: Improving Data Efficiency by Automatic Task Formation Jaap Jumelet Michael Hanna Marianne de Heer Kloots Anna Langedijk Charlotte Pouw Oskar van der Wal 82 3 0 17 Oct 2023
Entity Matching using Large Language Models Ralph Peeters Christian Bizer 86 15 0 17 Oct 2023
Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations Shiyuan Huang Siddarth Mamidanna Shreedhar Jangam Yilun Zhou Leilani H. Gilpin LRM MILM ELM 114 77 0 17 Oct 2023
ViSoBERT: A Pre-Trained Language Model for Vietnamese Social Media Text Processing Quoc-Nam Nguyen Thang Chau Phan Duc-Vu Nguyen Kiet Van Nguyen 60 11 0 17 Oct 2023
H2O Open Ecosystem for State-of-the-art Large Language Models Arno Candel Jon McKinney Philipp Singer Pascal Pfeiffer Maximilian Jeblick Chun Ming Lee Marcos V. Conde VLM 55 4 0 17 Oct 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang 123 1 0 17 Oct 2023
Understanding writing style in social media with a supervised contrastively pre-trained transformer Javier Huertas-Tato Alejandro Martín David Camacho 123 6 0 17 Oct 2023
Nonet at SemEval-2023 Task 6: Methodologies for Legal Evaluation S. Nigam Aniket Deroy Noel Shallum Ayush Kumar Mishra Anup Roy Shubham Kumar Mishra Arnab Bhattacharya Saptarshi Ghosh Kripabandhu Ghosh AILaw ELM 80 11 0 17 Oct 2023
Exploring Automatic Evaluation Methods based on a Decoder-based LLM for Text Generation Tomohito Kasahara Daisuke Kawahara 80 3 0 17 Oct 2023
Correction Focused Language Model Training for Speech Recognition Yingyi Ma Zhe Liu Ozlem Kalinli KELM 96 3 0 17 Oct 2023
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning Huiming Wang Zhaodonghui Li Liying Cheng De Wen Soh Lidong Bing 80 3 0 17 Oct 2023
A State-Vector Framework for Dataset Effects E. Sahak Zining Zhu Frank Rudzicz 64 1 0 17 Oct 2023
Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks Jiaying Wu Bryan Hooi 89 64 0 16 Oct 2023
Building Persona Consistent Dialogue Agents with Offline Reinforcement Learning Ryan Shea Zhou Yu OffRL 97 8 0 16 Oct 2023
G-SPEED: General SParse Efficient Editing MoDel Haoke Zhang Yue Wang Juntao Li Xiabing Zhou Min Zhang SyDa KELM 63 1 0 16 Oct 2023
Privacy in Large Language Models: Attacks, Defenses and Future Directions Haoran Li Yulin Chen Jinglong Luo Yan Kang Xiaojin Zhang Qi Hu Chunkit Chan Yangqiu Song PILM 118 45 0 16 Oct 2023
Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning Chong Li Shaonan Wang Yunhao Zhang Jiajun Zhang Chengqing Zong 78 6 0 16 Oct 2023
Decomposed Prompt Tuning via Low-Rank Reparameterization Yao Xiao Lu Xu Jiaxi Li Wei Lu Xiaoli Li VLM 73 7 0 16 Oct 2023
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models Jirui Qi Raquel Fernández Arianna Bisazza KELM HILM 219 76 0 16 Oct 2023
FiLM: Fill-in Language Models for Any-Order Generation Tianxiao Shen Hao-Chun Peng Ruoqi Shen Yao Fu Zaïd Harchaoui Yejin Choi 93 10 0 15 Oct 2023
Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia Dimitris Gkoumas Matthew Purver Maria Liakata 63 2 0 15 Oct 2023
Rethinking Relation Classification with Graph Meaning Representations Li Zhou Wenyu Chen DingYi Zeng Hong Qu Daniel Hershcovich AI4CE 51 0 0 15 Oct 2023
Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer Boan Liu Liang Ding Li Shen Keqin Peng Yu Cao Dazhao Cheng Dacheng Tao MoE 82 9 0 15 Oct 2023
EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification Huanhuan Ma Weizhi Xu Yifan Wei Liuji Chen Liang Wang Qiang Liu Shu Wu Liang Wang 101 18 0 15 Oct 2023
Progressive Evidence Refinement for Open-domain Multimodal Retrieval Question Answering Shuwen Yang Anran Wu Xingjiao Wu Luwei Xiao Tianlong Ma Cheng Jin Liang He 69 4 0 15 Oct 2023
DPZero: Private Fine-Tuning of Language Models without Backpropagation Liang Zhang Bingcong Li K. K. Thekumparampil Sewoong Oh Niao He 94 15 0 14 Oct 2023
A Digital Language Coherence Marker for Monitoring Dementia Dimitris Gkoumas Adam Tsakalidis Maria Liakata 47 1 0 14 Oct 2023
An Expression Tree Decoding Strategy for Mathematical Equation Generation Wenqi Zhang Yongliang Shen Qingpeng Nong Zeqi Tan Zeqi Tan Yanna Ma Weiming Lu AIMat 98 6 0 14 Oct 2023
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents Hyungjoo Chae Yongho Song Kai Tzu-iunn Ong Taeyoon Kwon Minjin Kim Youngjae Yu Dongha Lee Dongyeop Kang Jinyoung Yeo LRM 88 42 0 13 Oct 2023
Table-GPT: Table-tuned GPT for Diverse Table Tasks Peng Li Yeye He Dror Yashar Weiwei Cui Song Ge Haidong Zhang D. Fainman Dongmei Zhang Surajit Chaudhuri ALM LMTD 87 82 0 13 Oct 2023
Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration Yiquan Wu Siying Zhou Yifei Liu Weiming Lu Xiaozhong Liu Yating Zhang Changlong Sun Leilei Gan Kun Kuang AILaw ELM 84 40 0 13 Oct 2023
ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction Jianghao Lin Bo Chen Hangyu Wang Yunjia Xi Yanru Qu Xinyi Dai Kangning Zhang Ruiming Tang Yong Yu Weinan Zhang 174 34 0 13 Oct 2023
Regularization-Based Methods for Ordinal Quantification Mirko Bunse Alejandro Moreo Fabrizio Sebastiani M. Senz 33 1 0 13 Oct 2023
xDial-Eval: A Multilingual Open-Domain Dialogue Evaluation Benchmark Chen Zhang L. F. D’Haro Chengguang Tang Ke Shi Guohua Tang Haizhou Li ELM 72 11 0 13 Oct 2023