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RoBERTa: A Robustly Optimized BERT Pretraining Approach

RoBERTa: A Robustly Optimized BERT Pretraining Approach

26 July 2019
Yinhan Liu
Myle Ott
Naman Goyal
Jingfei Du
Mandar Joshi
Danqi Chen
Omer Levy
M. Lewis
Luke Zettlemoyer
Veselin Stoyanov
    AIMat
ArXiv (abs)PDFHTML

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

50 / 10,742 papers shown
Title
Object2Scene: Putting Objects in Context for Open-Vocabulary 3D
  Detection
Object2Scene: Putting Objects in Context for Open-Vocabulary 3D Detection
Chenming Zhu
Wenwei Zhang
Tai Wang
Xihui Liu
Kai-xiang Chen
3DPC
90
18
0
18 Sep 2023
Investigating Zero- and Few-shot Generalization in Fact Verification
Investigating Zero- and Few-shot Generalization in Fact Verification
Liangming Pan
Yunxiang Zhang
Min-Yen Kan
43
6
0
18 Sep 2023
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large
  Language Models in 167 Languages
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
Thuat Nguyen
Chien Van Nguyen
Viet Dac Lai
Hieu Man
Nghia Trung Ngo
Franck Dernoncourt
Ryan Rossi
Thien Huu Nguyen
109
112
0
17 Sep 2023
Augmenting text for spoken language understanding with Large Language
  Models
Augmenting text for spoken language understanding with Large Language Models
Roshan Sharma
Suyoun Kim
Daniel Lazar
Trang Le
Akshat Shrivastava
Kwanghoon Ahn
Piyush Kansal
Leda Sari
Ozlem Kalinli
Michael Seltzer
86
2
0
17 Sep 2023
Mitigating Shortcuts in Language Models with Soft Label Encoding
Mitigating Shortcuts in Language Models with Soft Label Encoding
Zirui He
Huiqi Deng
Haiyan Zhao
Ninghao Liu
Jundong Li
64
2
0
17 Sep 2023
Embrace Divergence for Richer Insights: A Multi-document Summarization
  Benchmark and a Case Study on Summarizing Diverse Information from News
  Articles
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles
Kung-Hsiang Huang
Philippe Laban
Alexander R. Fabbri
Prafulla Kumar Choubey
Shafiq Joty
Caiming Xiong
Chien-Sheng Wu
98
32
0
17 Sep 2023
AutoAM: An End-To-End Neural Model for Automatic and Universal Argument
  Mining
AutoAM: An End-To-End Neural Model for Automatic and Universal Argument Mining
Lang Cao
GNNLRM
39
1
0
17 Sep 2023
Leveraging Social Discourse to Measure Check-worthiness of Claims for
  Fact-checking
Leveraging Social Discourse to Measure Check-worthiness of Claims for Fact-checking
Megha Sundriyal
Md. Shad Akhtar
Tanmoy Chakraborty
62
0
0
17 Sep 2023
Code quality assessment using transformers
Code quality assessment using transformers
Mosleh Mahamud
Isak Samsten
ViT
29
0
0
17 Sep 2023
SplitEE: Early Exit in Deep Neural Networks with Split Computing
SplitEE: Early Exit in Deep Neural Networks with Split Computing
Divya J. Bajpai
Vivek K. Trivedi
S. L. Yadav
M. Hanawal
75
7
0
17 Sep 2023
The Impact of Debiasing on the Performance of Language Models in
  Downstream Tasks is Underestimated
The Impact of Debiasing on the Performance of Language Models in Downstream Tasks is Underestimated
Masahiro Kaneko
Danushka Bollegala
Naoaki Okazaki
102
7
0
16 Sep 2023
Examining the Influence of Varied Levels of Domain Knowledge Base
  Inclusion in GPT-based Intelligent Tutors
Examining the Influence of Varied Levels of Domain Knowledge Base Inclusion in GPT-based Intelligent Tutors
Blake Castleman
Mehmet Kerem Turkcan
100
4
0
16 Sep 2023
Context-aware Adversarial Attack on Named Entity Recognition
Context-aware Adversarial Attack on Named Entity Recognition
Shuguang Chen
Leonardo Neves
Thamar Solorio
AAML
81
0
0
16 Sep 2023
Has Sentiment Returned to the Pre-pandemic Level? A Sentiment Analysis
  Using U.S. College Subreddit Data from 2019 to 2022
Has Sentiment Returned to the Pre-pandemic Level? A Sentiment Analysis Using U.S. College Subreddit Data from 2019 to 2022
Tian Yan
Fan Liu
AI4CE
15
0
0
16 Sep 2023
Fin-Fact: A Benchmark Dataset for Multimodal Financial Fact Checking and
  Explanation Generation
Fin-Fact: A Benchmark Dataset for Multimodal Financial Fact Checking and Explanation Generation
Aman Rangapur
Haoran Wang
Ling Jian
Kai Shu
81
19
0
15 Sep 2023
Self-training Strategies for Sentiment Analysis: An Empirical Study
Self-training Strategies for Sentiment Analysis: An Empirical Study
Haochen Liu
Sai Krishna Rallabandi
Yijing Wu
Parag Dakle
Preethi Raghavan
22
3
0
15 Sep 2023
AlbNER: A Corpus for Named Entity Recognition in Albanian
AlbNER: A Corpus for Named Entity Recognition in Albanian
Erion Çano
52
1
0
15 Sep 2023
Fake News Detectors are Biased against Texts Generated by Large Language
  Models
Fake News Detectors are Biased against Texts Generated by Large Language Models
Jinyan Su
Terry Yue Zhuo
Jonibek Mansurov
Di Wang
Preslav Nakov
DeLMO
62
17
0
15 Sep 2023
ICLEF: In-Context Learning with Expert Feedback for Explainable Style
  Transfer
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer
Arkadiy Saakyan
Smaranda Muresan
87
4
0
15 Sep 2023
MAPLE: Mobile App Prediction Leveraging Large Language Model Embeddings
MAPLE: Mobile App Prediction Leveraging Large Language Model Embeddings
Yonchanok Khaokaew
Hao Xue
Flora D. Salim
VLMAI4TS
42
1
0
15 Sep 2023
Intent Detection at Scale: Tuning a Generic Model using Relevant Intents
Intent Detection at Scale: Tuning a Generic Model using Relevant Intents
Nichal Narotamo
David Aparicio
Tiago Mesquita
Mariana Almeida
VLM
86
0
0
15 Sep 2023
Unleashing Potential of Evidence in Knowledge-Intensive Dialogue
  Generation
Unleashing Potential of Evidence in Knowledge-Intensive Dialogue Generation
Xianjie Wu
Jian Yang
Tongliang Li
Di Liang
Shiwei Zhang
Yiyang Du
Zhoujun Li
HILM
46
2
0
15 Sep 2023
Audio-free Prompt Tuning for Language-Audio Models
Audio-free Prompt Tuning for Language-Audio Models
Yiming Li
Xiangdong Wang
Hong Liu
CLIPVLM
74
10
0
15 Sep 2023
Headless Language Models: Learning without Predicting with Contrastive
  Weight Tying
Headless Language Models: Learning without Predicting with Contrastive Weight Tying
Nathan Godey
Eric Villemonte de la Clergerie
Benoît Sagot
60
3
0
15 Sep 2023
How to Handle Different Types of Out-of-Distribution Scenarios in
  Computational Argumentation? A Comprehensive and Fine-Grained Field Study
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study
Andreas Waldis
Yufang Hou
Iryna Gurevych
66
4
0
15 Sep 2023
Self-Consistent Narrative Prompts on Abductive Natural Language
  Inference
Self-Consistent Narrative Prompts on Abductive Natural Language Inference
Chunkit Chan
Xin Liu
Tszho Chan
Cheng Jiayang
Yangqiu Song
Ginny Wong
Simon See
LRM
70
8
0
15 Sep 2023
Foundation Model Assisted Automatic Speech Emotion Recognition:
  Transcribing, Annotating, and Augmenting
Foundation Model Assisted Automatic Speech Emotion Recognition: Transcribing, Annotating, and Augmenting
Tiantian Feng
Shrikanth Narayanan
89
21
0
15 Sep 2023
Leveraging Contextual Information for Effective Entity Salience
  Detection
Leveraging Contextual Information for Effective Entity Salience Detection
Rajarshi Bhowmik
Marco Ponza
Atharva Tendle
Anant Gupta
Rebecca Jiang
Xingyu Lu
Qian Zhao
Daniel Preoţiuc-Pietro
35
1
0
14 Sep 2023
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain
  Performance and Calibration
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration
Rachneet Sachdeva
Martin Tutek
Iryna Gurevych
OODD
102
13
0
14 Sep 2023
Generative AI Text Classification using Ensemble LLM Approaches
Generative AI Text Classification using Ensemble LLM Approaches
Harika Abburi
Michael Suesserman
Nirmala Pudota
Balaji Veeramani
Edward Bowen
Sanmitra Bhattacharya
DeLMO
68
54
0
14 Sep 2023
PerPLM: Personalized Fine-tuning of Pretrained Language Models via
  Writer-specific Intermediate Learning and Prompts
PerPLM: Personalized Fine-tuning of Pretrained Language Models via Writer-specific Intermediate Learning and Prompts
Daisuke Oba
Naoki Yoshinaga
Masashi Toyoda
66
2
0
14 Sep 2023
Zero-shot Audio Topic Reranking using Large Language Models
Zero-shot Audio Topic Reranking using Large Language Models
Mengjie Qian
Rao Ma
Adian Liusie
Erfan Loweimi
Kate Knill
Mark Gales
80
1
0
14 Sep 2023
Adaptive Prompt Learning with Distilled Connective Knowledge for
  Implicit Discourse Relation Recognition
Adaptive Prompt Learning with Distilled Connective Knowledge for Implicit Discourse Relation Recognition
Bang Wang
Zhenglin Wang
Wei Xiang
Yijun Mo
CLL
96
2
0
14 Sep 2023
CPPF: A contextual and post-processing-free model for automatic speech
  recognition
CPPF: A contextual and post-processing-free model for automatic speech recognition
Lei Zhang
Zhengkun Tian
Xiang Chen
Jiaming Sun
Hongyu Xiang
Ke Ding
Guanglu Wan
67
0
0
14 Sep 2023
DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning
  in the Debiasing Perspective
DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective
Pu Miao
Zeyao Du
Junlin Zhang
SSL
77
7
0
14 Sep 2023
An Interactive Framework for Profiling News Media Sources
An Interactive Framework for Profiling News Media Sources
Nikhil Mehta
Dan Goldwasser
60
5
0
14 Sep 2023
Text Encoders Lack Knowledge: Leveraging Generative LLMs for
  Domain-Specific Semantic Textual Similarity
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity
Joseph Gatto
Omar Sharif
Parker Seegmiller
Philip Bohlman
S. Preum
33
8
0
12 Sep 2023
Leveraging Large Language Models and Weak Supervision for Social Media
  data annotation: an evaluation using COVID-19 self-reported vaccination
  tweets
Leveraging Large Language Models and Weak Supervision for Social Media data annotation: an evaluation using COVID-19 self-reported vaccination tweets
Ramya Tekumalla
Juan M. Banda
51
8
0
12 Sep 2023
Recovering from Privacy-Preserving Masking with Large Language Models
Recovering from Privacy-Preserving Masking with Large Language Models
A. Vats
Zhe Liu
Peng Su
Debjyoti Paul
Yingyi Ma
Yutong Pang
Zeeshan Ahmed
Ozlem Kalinli
72
10
0
12 Sep 2023
Cited Text Spans for Citation Text Generation
Cited Text Spans for Citation Text Generation
Xiangci Li
Yi-Hui Lee
Jessica Ouyang
3DV
89
6
0
12 Sep 2023
Narrowing the Gap between Supervised and Unsupervised Sentence
  Representation Learning with Large Language Model
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model
Mingxin Li
Richong Zhang
Zhijie Nie
Yongyi Mao
75
1
0
12 Sep 2023
Learning Unbiased News Article Representations: A Knowledge-Infused
  Approach
Learning Unbiased News Article Representations: A Knowledge-Infused Approach
Sadia Kamal
Jimmy Hartford
Jeremy Willis
A. Bagavathi
52
1
0
12 Sep 2023
Balanced and Explainable Social Media Analysis for Public Health with
  Large Language Models
Balanced and Explainable Social Media Analysis for Public Health with Large Language Models
Yan Jiang
Ruihong Qiu
Yi Zhang
Peng Zhang
65
7
0
12 Sep 2023
Do PLMs Know and Understand Ontological Knowledge?
Do PLMs Know and Understand Ontological Knowledge?
Weiqi Wu
Chengyue Jiang
Yong Jiang
Pengjun Xie
Kewei Tu
95
29
0
12 Sep 2023
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in
  Large Language Models for Industrial NLP
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP
Wei Du
Laksh Advani
Yashmeet Gambhir
Daniel J. Perry
Prashant Shiralkar
Zhengzheng Xing
Aaron Colak
ALM
62
1
0
11 Sep 2023
Incorporating Pre-trained Model Prompting in Multimodal Stock Volume
  Movement Prediction
Incorporating Pre-trained Model Prompting in Multimodal Stock Volume Movement Prediction
Ruibo Chen
Zhiyuan Zhang
Yi Liu
Ruihan Bao
Keiko Harimoto
Xu Sun
AIFinAI4TS
76
0
0
11 Sep 2023
Long-Range Transformer Architectures for Document Understanding
Long-Range Transformer Architectures for Document Understanding
Thibault Douzon
S. Duffner
Christophe Garcia
Jérémy Espinas
VLM
79
2
0
11 Sep 2023
Black-Box Analysis: GPTs Across Time in Legal Textual Entailment Task
Black-Box Analysis: GPTs Across Time in Legal Textual Entailment Task
Nguyen Ha Thanh
Randy Goebel
Francesca Toni
Kostas Stathis
Ken Satoh
AILawELM
40
3
0
11 Sep 2023
NeCo@ALQAC 2023: Legal Domain Knowledge Acquisition for Low-Resource
  Languages through Data Enrichment
NeCo@ALQAC 2023: Legal Domain Knowledge Acquisition for Low-Resource Languages through Data Enrichment
Hai-Long Nguyen
Dieu-Quynh Nguyen
Hoang-Trung Nguyen
Thu-Trang Pham
Huu-Dong Nguyen
Thach-Anh Nguyen
Thi-Hai-Yen Vuong
Nguyen Ha Thanh
AILaw
53
3
0
11 Sep 2023
Personality Detection and Analysis using Twitter Data
Personality Detection and Analysis using Twitter Data
Abhilash Datta
Souvic Chakraborty
Animesh Mukherjee
11
1
0
11 Sep 2023
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