Simple and Effective Multi-Paragraph Reading Comprehension

29 October 2017

Papers citing "Simple and Effective Multi-Paragraph Reading Comprehension"

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Title
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Jinguo Zhu Weiyun Wang Zhe Chen Z. Liu Shenglong Ye ... Dahua Lin Yu Qiao Jifeng Dai Wenhai Wang Wei Wang MLLM VLM 70 19 1 14 Apr 2025
NL2KQL: From Natural Language to Kusto Query Amir H. Abdi Xinye Tang Jeremias Eichelbaum Mahan Das Alex Klein ... William Blum Daniel L Mace Tanvi Raja Namrata Padmanabhan Ye Xing 74 2 0 20 Jan 2025
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks Jiannan Wu Muyan Zhong Sen Xing Zeqiang Lai Zhaoyang Liu ... Lewei Lu Tong Lu Ping Luo Yu Qiao Jifeng Dai MLLM VLM LRM 102 48 0 03 Jan 2025
HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding Chenxin Tao Shiqian Su X. Zhu Chenyu Zhang Zhe Chen ... Wenhai Wang Lewei Lu Gao Huang Yu Qiao Jifeng Dai MLLM VLM 110 2 0 20 Dec 2024
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization Weiyun Wang Zhe Chen Wenhai Wang Yue Cao Yangzhou Liu ... Jinguo Zhu X. Zhu Lewei Lu Yu Qiao Jifeng Dai LRM 67 50 1 15 Nov 2024
Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training Gen Luo Xue Yang Wenhan Dou Zhaokai Wang Jifeng Dai Jifeng Dai Yu Qiao Xizhou Zhu VLM MLLM 73 26 0 10 Oct 2024
Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL Yongjin Yang Sihyeon Kim Sangmook Kim Gyubok Lee Se-Young Yun Edward Choi 41 2 0 29 Apr 2024
Uncertainty Guided Global Memory Improves Multi-Hop Question Answering Alsu Sagirova Andrey Kravchenko RALM 28 1 0 29 Nov 2023
Surpassing GPT-4 Medical Coding with a Two-Stage Approach Zhichao Yang S. S. Batra Joel Stremmel Eran Halperin ELM 32 5 0 22 Nov 2023
Word Embedding with Neural Probabilistic Prior Shaogang Ren Dingcheng Li P. Li BDL 27 0 0 21 Sep 2023
Performance Prediction for Multi-hop Questions M. Samadi Davood Rafiei 30 3 0 12 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 34 2 0 02 Aug 2023
Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension Peng Gao Feng Gao Jiancheng Ni Yu Wang Fei Wang 22 2 0 19 Dec 2022
Diverse Multi-Answer Retrieval with Determinantal Point Processes Poojitha Nandigam Nikhil Rayaprolu Manish Shrivastava 27 1 0 29 Nov 2022
To Answer or Not to Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning Yunjie Ji Liangyu Chen Chenxiao Dou Baochang Ma Xiangang Li 43 5 0 02 Aug 2022
Clickbait Spoiling via Question Answering and Passage Retrieval Matthias Hagen Maik Frobe Artur Jurk Martin Potthast 32 35 0 19 Mar 2022
Semantics-Preserved Distortion for Personal Privacy Protection in Information Management Jiajia Li Peijie Wang Letian Peng Shitou Zhang Xueyi Li Zuchao Li Haihui Zhao 29 1 0 04 Jan 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Akari Asai Matt Gardner Hannaneh Hajishirzi RALM 23 45 0 16 Dec 2021
Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices Hariom A. Pandya Brijesh S. Bhatt 40 27 0 07 Dec 2021
Introspective Distillation for Robust Question Answering Yulei Niu Hanwang Zhang 27 59 0 01 Nov 2021
Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation Chen Zhao Chenyan Xiong Jordan L. Boyd-Graber Hal Daumé RALM 29 8 0 10 Oct 2021
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints Yuxiang Wu Pasquale Minervini Pontus Stenetorp Sebastian Riedel 27 5 0 05 Jul 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information Zijun Sun Xiaoya Li Xiaofei Sun Yuxian Meng Xiang Ao Qing He Fei Wu Jiwei Li SSeg 57 184 0 30 Jun 2021
Towards More Equitable Question Answering Systems: How Much More Data Do You Need? Arnab Debnath Navid Rajabi F. Alam Antonios Anastasopoulos 22 11 0 28 May 2021
Poolingformer: Long Document Modeling with Pooling Attention Hang Zhang Yeyun Gong Yelong Shen Weisheng Li Jiancheng Lv Nan Duan Weizhu Chen 43 98 0 10 May 2021
Rethinking Search: Making Domain Experts out of Dilettantes Donald Metzler Yi Tay Dara Bahri Marc Najork LRM 38 46 0 05 May 2021
When to Foldém: How to answer Unanswerable questions Marshall Ho Zhipeng Zhou J. He 28 2 0 01 May 2021
Pruning the Index Contents for Memory Efficient Open-Domain QA Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 29 8 0 21 Feb 2021
ReRankMatch: Semi-Supervised Learning with Semantics-Oriented Similarity Representation T. Tran Mingu Kang Daeyoung Kim 19 1 0 12 Feb 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 213 252 0 04 Jan 2021
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering Najoung Kim Ellie Pavlick Burcu Karagol Ayan Deepak Ramachandran 70 43 0 02 Jan 2021
ERNIE-Doc: A Retrospective Long-Document Modeling Transformer Siyu Ding Junyuan Shang Shuohuan Wang Yu Sun Hao Tian Hua Wu Haifeng Wang 71 52 0 31 Dec 2020
Answering Open-Domain Questions of Varying Reasoning Steps from Text Peng Qi Haejun Lee OghenetegiriTGSido Christopher D. Manning KELM RALM LRM 191 55 0 23 Oct 2020
Is Retriever Merely an Approximator of Reader? Sohee Yang Minjoon Seo RALM 24 39 0 21 Oct 2020
Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision Max Glockner Ivan Habernal Iryna Gurevych LRM 27 25 0 07 Oct 2020
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention Ikuya Yamada Akari Asai Hiroyuki Shindo Hideaki Takeda Yuji Matsumoto 22 662 0 02 Oct 2020
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 31 706 0 28 Sep 2020
No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension Xuguang Wang Linjun Shou Ming Gong Nan Duan Daxin Jiang 24 12 0 25 Sep 2020
Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering Shih-Ting Lin Greg Durrett 31 1 0 18 Sep 2020
Multi-span Style Extraction for Generative Reading Comprehension Junjie Yang Zhuosheng Zhang Hai Zhao SyDa 19 14 0 15 Sep 2020
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Gautier Izacard Edouard Grave RALM 58 1,111 0 02 Jul 2020
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering Hao Cheng Ming-Wei Chang Kenton Lee Kristina Toutanova 32 22 0 05 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 11 36 0 02 May 2020
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations Peng Qi Yuhao Zhang Christopher D. Manning 21 38 0 30 Apr 2020
Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network Guanming Xiong 26 0 0 20 Apr 2020
A Survey of Document Grounded Dialogue Systems (DGDS) Longxuan Ma Weinan Zhang Mingda Li Ting Liu 32 19 0 17 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 28 3,929 0 10 Apr 2020
REALM: Retrieval-Augmented Language Model Pre-Training Kelvin Guu Kenton Lee Zora Tung Panupong Pasupat Ming-Wei Chang RALM 48 2,000 0 10 Feb 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 13 85 0 06 Jan 2020
SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Pavel Efimov Andrey Chertok Leonid Boytsov Pavel Braslavski 60 59 0 20 Dec 2019