Neural Models for Reasoning over Multiple Mentions using Coreference

16 April 2018

Papers citing "Neural Models for Reasoning over Multiple Mentions using Coreference"

50 / 56 papers shown

Title
Graph Attention with Hierarchies for Multi-hop Question Answering Yunjie He P. Gorinski Ieva Staliunaite Pontus Stenetorp 86 3 0 27 Jan 2023
Ensemble Transfer Learning for Multilingual Coreference Resolution T. Lai Heng Ji 55 1 0 22 Jan 2023
Lexical Generalization Improves with Larger Models and Longer Training Elron Bandel Yoav Goldberg Yanai Elazar 126 7 0 23 Oct 2022
Cross-document Event Coreference Search: Task, Dataset and Modeling Alon Eirew Avi Caciularu Ido Dagan 141 12 0 23 Oct 2022
Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering Siyuan Wang Zhongyu Wei Zhihao Fan Tao Gui Xuanjing Huang LRM 133 9 0 22 Aug 2022
What Artificial Neural Networks Can Tell Us About Human Language Acquisition Alex Warstadt Samuel R. Bowman 145 123 0 17 Aug 2022
Discourse-Aware Graph Networks for Textual Logical Reasoning Yinya Huang Lemao Liu Kun Xu Meng Fang Liang Lin Xi Liang NAI 117 7 0 04 Jul 2022
From Easy to Hard: Two-stage Selector and Reader for Multi-hop Question Answering Xin-Yi Li Weixian Lei Yubin Yang RALM 163 24 0 24 May 2022
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities B. Hsu Graham Horwood NAI 114 13 0 23 May 2022
Ask to Understand: Question Generation for Multi-hop Question Answering Jiawei Li Mucheng Ren Yang Gao Yizhe Yang 90 4 0 17 Mar 2022
Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable Ruiliu Fu Han Wang Xuejun Zhang Jun Zhou Yonghong Yan ReLM 77 36 0 26 Oct 2021
Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference William B. Held Dan Iter Dan Jurafsky 65 25 0 11 Oct 2021
On Generalization in Coreference Resolution Shubham Toshniwal Patrick Xia Sam Wiseman Karen Livescu Kevin Gimpel 201 38 0 20 Sep 2021
Word-Level Coreference Resolution V. Dobrovolskii 98 77 0 09 Sep 2021
Interactive Machine Comprehension with Dynamic Knowledge Graphs Xingdi Yuan 129 3 0 31 Aug 2021
SIRE: Separate Intra- and Inter-sentential Reasoning for Document-level Relation Extraction Shuang Zeng Yuting Wu Baobao Chang 167 80 0 03 Jun 2021
SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts Arie Cattan Sophie Johnson Daniel S. Weld Ido Dagan Iz Beltagy Doug Downey Tom Hope 169 24 0 18 Apr 2021
WEC: Deriving a Large-scale Cross-document Event Coreference dataset from Wikipedia Alon Eirew Arie Cattan Ido Dagan 61 32 0 11 Apr 2021
Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction Benfeng Xu Quan Wang Yajuan Lyu Yong Zhu Zhendong Mao 130 176 0 20 Feb 2021
Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering Nan Shao Yiming Cui Ting Liu Shijin Wang Guoping Hu KELM 91 5 0 07 Feb 2021
Improving Robustness by Augmenting Training Sentences with Predicate-Argument Structures N. Moosavi M. Boer Prasetya Ajie Utama Iryna Gurevych 114 13 0 23 Oct 2020
Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) Alex Warstadt Yian Zhang Haau-Sing Li Haokun Liu Samuel R. Bowman SSL AI4CE 101 25 0 11 Oct 2020
CoRefi: A Crowd Sourcing Suite for Coreference Annotation A. Bornstein Arie Cattan Ido Dagan 169 19 0 06 Oct 2020
Streamlining Cross-Document Coreference Resolution: Evaluation and Modeling Arie Cattan Alon Eirew Gabriel Stanovsky Mandar Joshi Ido Dagan 129 37 0 23 Sep 2020
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 68 2 0 28 Aug 2020
Multi-hop Reading Comprehension across Documents with Path-based Graph Convolutional Network Zeyun Tang Yongliang Shen Xinyin Ma Wenyuan Xu Jiale Yu Weiming Lu GNN 82 29 0 11 Jun 2020
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu 221 288 0 13 May 2020
Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network Guanming Xiong 222 0 0 20 Apr 2020
Is Graph Structure Necessary for Multi-hop Question Answering? Nan Shao Yiming Cui Ting Liu Shijin Wang Guoping Hu GNN 103 17 0 07 Apr 2020
Differentiable Reasoning over a Virtual Knowledge Base Bhuwan Dhingra Manzil Zaheer Vidhisha Balachandran Graham Neubig Ruslan Salakhutdinov William W. Cohen 95 91 0 25 Feb 2020
Attending to Entities for Better Text Understanding Pengxiang Cheng K. Erk LRM 93 38 0 11 Nov 2019
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering Antoine Bosselut Ronan Le Bras Yejin Choi NAI 95 41 0 10 Nov 2019
Hierarchical Graph Network for Multi-hop Question Answering Yuwei Fang S. Sun Zhe Gan R. Pillai Shuohang Wang Jingjing Liu 246 177 0 09 Nov 2019
Select, Answer and Explain: Interpretable Multi-hop Reading Comprehension over Multiple Documents Ming Tu Kevin Huang Guangtao Wang Jing-ling Huang Xiaodong He Bowen Zhou RALM 239 147 0 01 Nov 2019
What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering Tushar Khot Ashish Sabharwal Peter Clark RALM 93 22 0 19 Sep 2019
Improving Generalization in Coreference Resolution via Adversarial Training Sanjay Subramanian Dan Roth OOD NAI 111 15 0 13 Aug 2019
Tackling Graphical NLP problems with Graph Recurrent Networks Linfeng Song GNN 80 1 0 13 Jul 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 132 100 0 15 Jun 2019
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language Leon Weber Pasquale Minervini Jannes Munchmeyer Ulf Leser Tim Rocktaschel NAI LRM 73 100 0 14 Jun 2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension Yichen Jiang Nitish Joshi Yen-Chun Chen Joey Tianyi Zhou RALM 107 40 0 12 Jun 2019
Multi-hop Reading Comprehension through Question Decomposition and Rescoring Sewon Min Victor Zhong Luke Zettlemoyer Hannaneh Hajishirzi ReLM 112 243 0 07 Jun 2019
Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs Ming Tu Guangtao Wang Jing-ling Huang Yun Tang Xiaodong He Bowen Zhou 125 150 0 17 May 2019
Dynamically Fused Graph Network for Multi-hop Reasoning Yunxuan Xiao Yanru Qu Lin Qiu Hao Zhou Lei Li Weinan Zhang Yong Yu 143 196 0 16 May 2019
Understanding Dataset Design Choices for Multi-hop Reasoning Jifan Chen Greg Durrett LRM 98 100 0 27 Apr 2019
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering Yu Cao Meng Fang Dacheng Tao GNN BDL 116 79 0 10 Apr 2019
Evidence Sentence Extraction for Machine Reading Comprehension Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu David A. McAllester Dan Roth 93 56 0 23 Feb 2019
The Referential Reader: A Recurrent Entity Network for Anaphora Resolution Fei Liu Luke Zettlemoyer Jacob Eisenstein 116 17 0 05 Feb 2019
Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering Victor Zhong Caiming Xiong N. Keskar R. Socher 154 63 0 03 Jan 2019
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks Victor Sanh Thomas Wolf Sebastian Ruder 115 238 0 14 Nov 2018
Exploiting Explicit Paths for Multi-hop Reading Comprehension Souvik Kundu Tushar Khot Ashish Sabharwal Peter Clark 150 51 0 02 Nov 2018