v1v2v3 (latest)

SpanBERT: Improving Pre-training by Representing and Predicting Spans

24 July 2019

Luke Zettlemoyer

Papers citing "SpanBERT: Improving Pre-training by Representing and Predicting Spans"

50 / 956 papers shown

Title
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis Yiwei Wang Muhao Chen Wenxuan Zhou Yujun Cai Yuxuan Liang Dayiheng Liu Baosong Yang Juncheng Liu Bryan Hooi CML 50 53 0 08 May 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering Jiadong Wang Chengyu Wang Minghui Qiu Qiuhui Shi Hongbin Wang Jun Huang Ming Gao RALM 57 17 0 06 May 2022
Assistive Recipe Editing through Critiquing Diego Antognini Shuyang Li Boi Faltings Julian McAuley 67 2 0 05 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning Xiang Chen Lei Li Ningyu Zhang Chuanqi Tan Fei Huang Luo Si Huajun Chen RALM VLM 80 40 0 04 May 2022
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction Liyan Xu Jinho Choi 50 7 0 04 May 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts Rujun Han Hong Chen Yufei Tian Nanyun Peng 71 18 0 04 May 2022
Unified Semantic Typing with Meaningful Label Inference James Y. Huang Bangzheng Li Lyne Tchapmi Muhao Chen 88 32 0 04 May 2022
Paragraph-based Transformer Pre-training for Multi-Sentence Inference Luca Di Liello Siddhant Garg Luca Soldaini Alessandro Moschitti 51 8 0 02 May 2022
Entity-aware Transformers for Entity Search E. Gerritse Faegheh Hasibi A. D. Vries 72 23 0 02 May 2022
Attention Mechanism in Neural Networks: Where it Comes and Where it Goes Derya Soydaner 3DV 125 182 0 27 Apr 2022
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation Wei Chen Yeyun Gong Song Wang Bolun Yao Weizhen Qi ... Bartuer Zhou Yi Mao Weizhu Chen Biao Cheng Nan Duan VLM 82 48 0 27 Apr 2022
SkillSpan: Hard and Soft Skill Extraction from English Job Postings Mike Zhang Kristian Nørgaard Jensen Sif Dam Sonniks Barbara Plank 112 55 0 27 Apr 2022
It Takes Two Flints to Make a Fire: Multitask Learning of Neural Relation and Explanation Classifiers Zheng Tang Mihai Surdeanu 136 6 0 25 Apr 2022
Mining Root Cause Knowledge from Cloud Service Incident Investigations for AIOps Amrita Saha Guosheng Lin 33 27 0 21 Apr 2022
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupan Huang Tengchao Lv Lei Cui Yutong Lu Furu Wei 129 464 0 18 Apr 2022
BLISS: Robust Sequence-to-Sequence Learning via Self-Supervised Input Representation Zheng Zhang Liang Ding Dazhao Cheng Xuebo Liu Min Zhang Dacheng Tao 79 11 0 16 Apr 2022
SETTI: A Self-supervised Adversarial Malware Detection Architecture in an IoT Environment Marjan Golmaryami R. Taheri Zahra Pooranian Mohammad Shojafar Pei Xiao 56 15 0 16 Apr 2022
Summarization with Graphical Elements Maartje ter Hoeve Julia Kiseleva Maarten de Rijke 68 2 0 15 Apr 2022
Towards Fine-grained Causal Reasoning and QA Linyi Yang Zhen Wang Yuxiang Wu Jie Yang Yue Zhang 88 16 0 15 Apr 2022
FREDA: Flexible Relation Extraction Data Annotation Michael Strobl Amine Trabelsi Osmar Zaiane 45 0 0 14 Apr 2022
Experimental Standards for Deep Learning in Natural Language Processing Research Dennis Ulmer Elisa Bassignana Max Müller-Eberstein Daniel Varab Mike Zhang Rob van der Goot Christian Hardmeier Barbara Plank 102 10 0 13 Apr 2022
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization? Thomas Wang Adam Roberts Daniel Hesslow Teven Le Scao Hyung Won Chung Iz Beltagy Julien Launay Colin Raffel 143 176 0 12 Apr 2022
Solving Price Per Unit Problem Around the World: Formulating Fact Extraction as Question Answering Tarik Arici K. Kumar Hayreddin Çeker Anoop Saladi Ismail B. Tutar 21 2 0 12 Apr 2022
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition Yuxuan Chen Jonas Mikkelsen Arne Binder Christoph Alt Leonhard Hennig 72 2 0 11 Apr 2022
Breaking Character: Are Subwords Good Enough for MRLs After All? Omri Keren Tal Avinari Reut Tsarfaty Omer Levy 66 16 0 10 Apr 2022
Modeling Multi-Granularity Hierarchical Features for Relation Extraction Xinnian Liang Shuangzhi Wu Mu Li Zhoujun Li 54 11 0 09 Apr 2022
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models Patrick Huber Giuseppe Carenini 64 11 0 08 Apr 2022
EntSUM: A Data Set for Entity-Centric Summarization Mounica Maddela Mayank Kulkarni Daniel Preoţiuc-Pietro 105 24 0 05 Apr 2022
How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis Shaobo Li Xiaoguang Li Lifeng Shang Zhenhua Dong Chengjie Sun Bingquan Liu Zhenzhou Ji Xin Jiang Qun Liu KELM 94 55 0 31 Mar 2022
Graph Refinement for Coreference Resolution Lesly Miculicich James Henderson 111 12 0 30 Mar 2022
LinkBERT: Pretraining Language Models with Document Links Michihiro Yasunaga J. Leskovec Percy Liang KELM 108 361 0 29 Mar 2022
Discovering material information using hierarchical Reformer model on financial regulatory filings Francois Mercier Makesh Narsimhan AIFin AI4TS 20 0 0 28 Mar 2022
ANNA: Enhanced Language Representation for Question Answering Changwook Jun Hansol Jang Myoseop Sim Hyun Kim Jooyoung Choi Kyungkoo Min Kyunghoon Bae 73 8 0 28 Mar 2022
Lite Unified Modeling for Discriminative Reading Comprehension Yilin Zhao Hai Zhao Libin Shen Yinggong Zhao 86 2 0 26 Mar 2022
3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds Junsheng Zhou Xin Wen Baorui Ma Yu-Shen Liu Yue Gao Yi Fang Zhizhong Han 3DPC 82 19 0 26 Mar 2022
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation Ye Jia Yifan Ding Ankur Bapna Colin Cherry Yu Zhang Alexis Conneau Nobuyuki Morioka 94 21 0 24 Mar 2022
Multi-armed bandits for resource efficient, online optimization of language model pre-training: the use case of dynamic masking Iñigo Urteaga Moulay Draidia Tomer Lancewicki Shahram Khadivi AI4CE 59 1 0 24 Mar 2022
Masked Discrimination for Self-Supervised Learning on Point Clouds Haotian Liu Mu Cai Yong Jae Lee 3DPC 117 171 0 21 Mar 2022
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 316 267 0 21 Mar 2022
Simulating Bandit Learning from User Feedback for Extractive Question Answering Ge Gao Eunsol Choi Yoav Artzi 85 14 0 18 Mar 2022
elBERto: Self-supervised Commonsense Learning for Question Answering Xunlin Zhan Yuan Li Xiao Dong Xiaodan Liang Zhiting Hu Lawrence Carin SSL RALM LRM 77 8 0 17 Mar 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning Wei Li Can Gao Guocheng Niu Xinyan Xiao Hao Liu Jiachen Liu Hua Wu Haifeng Wang MLLM 51 22 0 17 Mar 2022
Representation Learning for Resource-Constrained Keyphrase Generation Di Wu Wasi Uddin Ahmad Sunipa Dev Kai-Wei Chang 83 18 0 15 Mar 2022
WCL-BBCD: A Contrastive Learning and Knowledge Graph Approach to Named Entity Recognition Renjie Zhou Qian Hu Jian Wan Jilin Zhang Qiang Liu Tianxiang Hu Jian Li 51 3 0 14 Mar 2022
PERT: Pre-training BERT with Permuted Language Model Yiming Cui Ziqing Yang Ting Liu 85 37 0 14 Mar 2022
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies Pok Wah Chan 47 1 0 11 Mar 2022
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification Yucheng Zhou Tao Shen Xiubo Geng Guodong Long Daxin Jiang 112 60 0 04 Mar 2022
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots Wenting Zhao Ye Liu Yao Wan Philip S. Yu 73 11 0 01 Mar 2022
Read before Generate! Faithful Long Form Question Answering with Machine Reading Jane Polak Scowcroft Xiaoguang Li Jindi Zhang Lifeng Shang Xin Jiang Qun Liu Pascale Fung HILM 73 61 0 01 Mar 2022
EPPAC: Entity Pre-typing Relation Classification with Prompt AnswerCentralizing Jiejun Tan Wenbin Hu Weiwei Liu 86 1 0 01 Mar 2022