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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 / 955 papers shown

Title
Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking Björn Bebensee Haejun Lee 72 4 0 15 Jun 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 160 787 0 14 Jun 2023
Generate to Understand for Representation Changshan Xue Xiande Zhong Xiaoqing Liu VLM 98 0 0 14 Jun 2023
Tokenization with Factorized Subword Encoding David Samuel Lilja Øvrelid 67 2 0 13 Jun 2023
The Effect of Masking Strategies on Knowledge Retention by Language Models Jonas Wallat Tianyi Zhang Avishek Anand KELM CLL 24 0 0 12 Jun 2023
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering Hai Ye Qizhe Xie Hwee Tou Ng 90 8 0 11 Jun 2023
QUERT: Continual Pre-training of Language Model for Query Understanding in Travel Domain Search Jian Xie Yidan Liang Jingping Liu Yanghua Xiao Baohua Wu Shenghua Ni VLM LRM 90 9 0 11 Jun 2023
Advancing Italian Biomedical Information Extraction with Transformers-based Models: Methodological Insights and Multicenter Practical Application Claudio Crema T. M. Buonocore Silvia Fostinelli Enea Parimbelli F. Verde ... Marco Capelli Alfredo Costa G. Binetti Riccardo Bellazzi A. Redolfi 47 6 0 08 Jun 2023
Extensive Evaluation of Transformer-based Architectures for Adverse Drug Events Extraction Simone Scaboro Beatrice Portelli Emmanuele Chersoni Enrico Santus Giuseppe Serra 64 9 0 08 Jun 2023
Leveraging Knowledge Graph Embeddings to Enhance Contextual Representations for Relation Extraction F. Laleye Loïc Rakotoson S. Massip 53 1 0 07 Jun 2023
Unbalanced Optimal Transport for Unbalanced Word Alignment Yuki Arase Han Bao Sho Yokoi OT 51 5 0 07 Jun 2023
Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data Augmentation Xiusi Chen Yu Zhang Jinliang Deng Jyun-Yu Jiang Wei Wang 62 12 0 07 Jun 2023
Interactive Editing for Text Summarization Yujia Xie Xun Wang Si-Qing Chen Wayne Xiong Pengcheng He KELM 324 2 0 05 Jun 2023
On "Scientific Debt" in NLP: A Case for More Rigour in Language Model Pre-Training Research Made Nindyatama Nityasya Haryo Akbarianto Wibowo Alham Fikri Aji Genta Indra Winata Radityo Eko Prasojo Phil Blunsom A. Kuncoro 60 8 0 05 Jun 2023
PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models Hao Li Yuping Wu Viktor Schlegel Riza Batista-Navarro Thanh-Tung Nguyen Abhinav Ramesh Kashyap Xiaojun Zeng Daniel Beck Stefan Winkler Goran Nenadic LM&MA 85 9 0 05 Jun 2023
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers Xiaoyan Zhao Yang Deng Min Yang Lingzhi Wang Rui Zhang Hong Cheng W. Lam Ying Shen Ruifeng Xu KELM 95 36 0 03 Jun 2023
Unsupervised Paraphrasing of Multiword Expressions Takashi Wada Yuji Matsumoto Timothy Baldwin Jey Han Lau 66 0 0 02 Jun 2023
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 98 8 0 01 Jun 2023
UKP-SQuARE: An Interactive Tool for Teaching Question Answering Haishuo Fang Haritz Puerto Iryna Gurevych 102 1 0 31 May 2023
Examining risks of racial biases in NLP tools for child protective services Anjalie Field Amanda Coston Nupoor Gandhi Alexandra Chouldechova Emily Putnam-Hornstein David Steier Yulia Tsvetkov 92 14 0 30 May 2023
A Quantitative Review on Language Model Efficiency Research Meng Jiang Hy Dang Lingbo Tong 76 0 0 28 May 2023
Parallel Data Helps Neural Entity Coreference Resolution Gongbo Tang Christian Hardmeier 57 3 0 28 May 2023
Slide, Constrain, Parse, Repeat: Synchronous SlidingWindows for Document AMR Parsing Yara Rizk Tahira Naseem Ramón Fernández Astudillo Radu Florian Salim Roukos 89 0 0 26 May 2023
Entailment as Robust Self-Learner Jiaxin Ge Hongyin Luo Yoon Kim James R. Glass 107 3 0 26 May 2023
Sentence-Incremental Neural Coreference Resolution Matt Grenander Shay B. Cohen Mark Steedman CLL 97 5 0 26 May 2023
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review Fred Philippy Siwen Guo Shohreh Haddadan LRM 72 37 0 26 May 2023
Comparing Humans and Models on a Similar Scale: Towards Cognitive Gender Bias Evaluation in Coreference Resolution Gili Lior Gabriel Stanovsky 73 4 0 24 May 2023
Self-Evolution Learning for Discriminative Language Model Pretraining Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao 91 12 0 24 May 2023
Revisiting Token Dropping Strategy in Efficient BERT Pretraining Qihuang Zhong Liang Ding Juhua Liu Xuebo Liu Min Zhang Bo Du Dacheng Tao VLM 73 10 0 24 May 2023
Dynamic Masking Rate Schedules for MLM Pretraining Zachary Ankner Naomi Saphra Davis W. Blalock Jonathan Frankle Matthew L. Leavitt 101 8 0 24 May 2023
Linear-Time Modeling of Linguistic Structure: An Order-Theoretic Perspective Tianyu Liu Afra Amini Mrinmaya Sachan Ryan Cotterell 91 2 0 24 May 2023
Machine Reading Comprehension using Case-based Reasoning Dung Ngoc Thai Dhruv Agarwal Mudit Chaudhary Wenlong Zhao Rajarshi Das Manzil Zaheer J. Lee Hannaneh Hajishirzi Andrew McCallum 87 1 0 24 May 2023
A Causal View of Entity Bias in (Large) Language Models Fei Wang Wen-An Mo Yiwei Wang Wenxuan Zhou Muhao Chen 84 15 0 24 May 2023
TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering Jian Wu Yicheng Xu Yan Gao Jian-Guang Lou Börje F. Karlsson Manabu Okumura LMTD 54 3 0 24 May 2023
Are Large Language Models Robust Coreference Resolvers? Nghia T. Le Alan Ritter LRM 80 12 0 23 May 2023
HOP, UNION, GENERATE: Explainable Multi-hop Reasoning without Rationale Supervision Wenting Zhao Justin T. Chiu Claire Cardie Alexander M. Rush LRM 80 4 0 23 May 2023
Weakly Supervised 3D Open-vocabulary Segmentation Kunhao Liu Fangneng Zhan Jiahui Zhang Muyu Xu Yingchen Yu Abdulmotaleb El Saddik Christian Theobalt Eric P. Xing Shijian Lu 121 70 0 23 May 2023
DAPR: A Benchmark on Document-Aware Passage Retrieval Kexin Wang Nils Reimers Iryna Gurevych 104 5 0 23 May 2023
REFinD: Relation Extraction Financial Dataset Simerjot Kaur Charese Smiley Akshat Gupta Joy Prakash Sain Dongsheng Wang S. Siddagangappa Toyin Aguda Sameena Shah 73 16 0 22 May 2023
VideoLLM: Modeling Video Sequence with Large Language Models Guo Chen Yin-Dong Zheng Jiahao Wang Jilan Xu Yifei Huang ... Yi Wang Yali Wang Yu Qiao Tong Lu Limin Wang MLLM 148 84 0 22 May 2023
Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie RALM 85 3 0 22 May 2023
EnCore: Fine-Grained Entity Typing by Pre-Training Entity Encoders on Coreference Chains Frank Mtumbuka Steven Schockaert 73 0 0 22 May 2023
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model Xiao Wang Wei Zhou Qi Zhang Jie Zhou Songyang Gao Junzhe Wang Menghan Zhang Xiang Gao Yunwen Chen Tao Gui 129 10 0 22 May 2023
Discourse Centric Evaluation of Machine Translation with a Densely Annotated Parallel Corpus Yu Jiang Tianyu Liu Shuming Ma Dongdong Zhang Mrinmaya Sachan Ryan Cotterell 75 7 0 18 May 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation Mutian He Philip N. Garner 100 4 0 16 May 2023
About Evaluation of F1 Score for RECENT Relation Extraction System Michal Olek 23 0 0 16 May 2023
Schema-adaptable Knowledge Graph Construction Hongbin Ye Honghao Gui Xin Xu Xi Chen Huajun Chen Ningyu Zhang 98 4 0 15 May 2023
Coreference-aware Double-channel Attention Network for Multi-party Dialogue Reading Comprehension Yanling Li Bowei Zou Yifan Fan Mengxing Dong Yu Hong 70 4 0 15 May 2023
Learning to Generalize for Cross-domain QA Yingjie Niu Linyi Yang Ruihai Dong Yue Zhang 92 6 0 14 May 2023
Can SAM Boost Video Super-Resolution? Zhihe Lu Zeyu Xiao Jiawang Bai Zhiwei Xiong Xinchao Wang 75 24 0 11 May 2023