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Investigating Entity Knowledge in BERT with Simple Neural End-To-End
  Entity Linking

Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking

Conference on Computational Natural Language Learning (CoNLL), 2019
11 March 2020
Samuel Broscheit
    OCL
ArXiv (abs)PDFHTML

Papers citing "Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking"

50 / 58 papers shown
Title
DeepMEL: A Multi-Agent Collaboration Framework for Multimodal Entity Linking
DeepMEL: A Multi-Agent Collaboration Framework for Multimodal Entity Linking
Fang Wang
Tianwei Yan
Zonghao Yang
Minghao Hu
Jun Zhang
Zhunchen Luo
Xiaoying Bai
VLM
127
0
0
21 Aug 2025
Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation
Evaluating Design Decisions for Dual Encoder-based Entity DisambiguationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Susanna Rücker
Alan Akbik
255
0
0
16 May 2025
LLM Library Learning Fails: A LEGO-Prover Case Study
LLM Library Learning Fails: A LEGO-Prover Case Study
Ian Berlot-Attwell
Frank Rudzicz
Xujie Si
ELM
128
0
0
03 Apr 2025
Word Sense Linking: Disambiguating Outside the Sandbox
Word Sense Linking: Disambiguating Outside the SandboxAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Andrei Stefan Bejgu
Edoardo Barba
Luigi Procopio
Alberte Fernández-Castro
Roberto Navigli
189
1
0
12 Dec 2024
CYCLE: Cross-Year Contrastive Learning in Entity-Linking
CYCLE: Cross-Year Contrastive Learning in Entity-LinkingInternational Conference on Information and Knowledge Management (CIKM), 2024
Pengyu Zhang
Congfeng Cao
Klim Zaporojets
Paul Groth
137
1
0
11 Oct 2024
$M^3EL$: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking
M3ELM^3ELM3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking
Fang Wang
Shenglin Yin
Xiaoying Bai
Minghao Hu
Tianwei Yan
Yi Liang
VLM
228
1
0
08 Oct 2024
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget
Adam Gould
Pere-Lluis Huguet-Cabot
S. Dadhania
Francesca Toni
578
17
0
31 Jul 2024
Unified Examination of Entity Linking in Absence of Candidate Sets
Unified Examination of Entity Linking in Absence of Candidate Sets
Nicolas Ong
Hassan S. Shavarani
Anoop Sarkar
ELM
291
2
0
17 Apr 2024
Entity Disambiguation via Fusion Entity Decoding
Entity Disambiguation via Fusion Entity DecodingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Junxiong Wang
Ali Mousavi
Omar Attia
Ronak Pradeep
Saloni Potdar
Alexander M. Rush
U. F. Minhas
Yunyao Li
340
3
0
02 Apr 2024
Span-Oriented Information Extraction -- A Unifying Perspective on
  Information Extraction
Span-Oriented Information Extraction -- A Unifying Perspective on Information Extraction
Yifan Ding
Michael Yankoski
Tim Weninger
248
3
0
18 Mar 2024
TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced
  Language Models
TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models
Junbing Yan
Chengyu Wang
Taolin Zhang
Xiao-Mei He
Junyuan Huang
Longtao Huang
Hui Xue
Wei Zhang
VLMKELM
151
0
0
17 Mar 2024
How Proficient Are Large Language Models in Formal Languages? An
  In-Depth Insight for Knowledge Base Question Answering
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Jinxi Liu
S. Cao
Jiaxin Shi
Tingjian Zhang
Lunyiu Nie
Linmei Hu
Lei Hou
Juanzi Li
ELM
194
8
0
11 Jan 2024
Coherent Entity Disambiguation via Modeling Topic and Categorical
  Dependency
Coherent Entity Disambiguation via Modeling Topic and Categorical DependencyConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zilin Xiao
Linjun Shou
Xingyao Zhang
Jie Wu
Ming Gong
Jian Pei
Daxin Jiang
179
4
0
06 Nov 2023
Instructed Language Models with Retrievers Are Powerful Entity Linkers
Instructed Language Models with Retrievers Are Powerful Entity LinkersConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zilin Xiao
Ming Gong
Jie Wu
Xingyao Zhang
Linjun Shou
Jian Pei
Daxin Jiang
LRM
273
17
0
06 Nov 2023
SpEL: Structured Prediction for Entity Linking
SpEL: Structured Prediction for Entity LinkingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hassan S. Shavarani
Anoop Sarkar
324
14
0
23 Oct 2023
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for
  Entity Linking
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking
Hai-Tao Zheng
Yong Jiang
Yongqian Li
Xingyu Lu
Pengjun Xie
Ying Shen
Haitao Zheng
RALM
287
7
0
21 Jun 2023
Multilingual End to End Entity Linking
Multilingual End to End Entity Linking
Mikhail Plekhanov
Nora Kassner
Kashyap Popat
Louis Martin
Simone Merello
Borislav M. Kozlovskii
F. Dreyer
Nicola Cancedda
148
10
0
15 Jun 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap
Unifying Large Language Models and Knowledge Graphs: A RoadmapIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Shirui Pan
Linhao Luo
Yufei Wang
Chen Chen
Jiapu Wang
Xindong Wu
KELM
491
1,105
0
14 Jun 2023
Benchmarking Diverse-Modal Entity Linking with Generative Models
Benchmarking Diverse-Modal Entity Linking with Generative ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Sijia Wang
Alexander Hanbo Li
He Zhu
Shenmin Zhang
Chung-Wei Hang
...
William Wang
Zhiguo Wang
Vittorio Castelli
Bing Xiang
Patrick Ng
VLM
276
12
0
27 May 2023
A Fair and In-Depth Evaluation of Existing End-to-End Entity Linking
  Systems
A Fair and In-Depth Evaluation of Existing End-to-End Entity Linking SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hannah Bast
Matthias Hertel
Natalie Prange
ELM
284
3
0
24 May 2023
Knowledge-augmented Few-shot Visual Relation Detection
Knowledge-augmented Few-shot Visual Relation Detection
Tianyu Yu
Yongqian Li
Jiaoyan Chen
Hai-Tao Zheng
Haitao Zheng
...
Qingbin Liu
Wenqiang Liu
Dongxiao Huang
Bei Wu
Yexin Wang
156
6
0
09 Mar 2023
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models
COPEN: Probing Conceptual Knowledge in Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Hao Peng
Xiaozhi Wang
Shengding Hu
Hailong Jin
Lei Hou
Juanzi Li
Zhiyuan Liu
Qun Liu
174
30
0
08 Nov 2022
Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia
Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia
Haojie Pan
Zepeng Zhai
Yuzhou Zhang
Ruiji Fu
Ming Liu
Yangqiu Song
Zhongyuan Wang
Bing Qin
183
11
0
28 Oct 2022
Entity Disambiguation with Entity Definitions
Entity Disambiguation with Entity DefinitionsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Luigi Procopio
Simone Conia
Edoardo Barba
Roberto Navigli
187
1
0
11 Oct 2022
Cross-Domain Neural Entity Linking
Cross-Domain Neural Entity Linking
H. Soliman
79
0
0
28 Sep 2022
Neural Generation Meets Real People: Building a Social, Informative
  Open-Domain Dialogue Agent
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue AgentSIGDIAL Conferences (SIGDIAL), 2022
Ethan A. Chi
Ashwin Paranjape
A. See
Caleb Chiam
Trenton Chang
...
Dilara Soylu
Jillian Tang
A. Narayan
Giovanni Campagna
Christopher D. Manning
199
7
0
25 Jul 2022
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity
  Linking
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity LinkingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Tom Ayoola
Shubhi Tyagi
Joseph Fisher
Christos Christodoulopoulos
Andrea Pierleoni
206
110
0
08 Jul 2022
Entity-aware Transformers for Entity Search
Entity-aware Transformers for Entity SearchAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
E. Gerritse
Faegheh Hasibi
A. D. Vries
190
29
0
02 May 2022
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as
  a Multi-Task Problem
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task ProblemFindings (Findings), 2022
Khalil Mrini
Shaoliang Nie
Jiatao Gu
Sinong Wang
Maziar Sanjabi
Hamed Firooz
143
19
0
12 Apr 2022
CM3: A Causal Masked Multimodal Model of the Internet
CM3: A Causal Masked Multimodal Model of the Internet
Armen Aghajanyan
Po-Yao (Bernie) Huang
Candace Ross
Vladimir Karpukhin
Hu Xu
...
Dmytro Okhonko
Mandar Joshi
Gargi Ghosh
M. Lewis
Luke Zettlemoyer
339
169
0
19 Jan 2022
Evaluating Pretrained Transformer Models for Entity Linking in
  Task-Oriented Dialog
Evaluating Pretrained Transformer Models for Entity Linking in Task-Oriented Dialog
Sai Muralidhar Jayanthi
Varsha Embar
Karthik Raghunathan
102
11
0
15 Dec 2021
Measuring Context-Word Biases in Lexical Semantic Datasets
Measuring Context-Word Biases in Lexical Semantic Datasets
Qianchu Liu
Diana McCarthy
Anna Korhonen
354
2
0
13 Dec 2021
DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for
  Natural Language Understanding
DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding
Taolin Zhang
Chengyu Wang
Nan Hu
Minghui Qiu
Chengguang Tang
Xiaofeng He
Yanjie Liang
KELMVLM
151
35
0
02 Dec 2021
Recent Advances in Natural Language Processing via Large Pre-Trained
  Language Models: A Survey
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyACM Computing Surveys (CSUR), 2021
Bonan Min
Hayley L Ross
Elior Sulem
Amir Pouran Ben Veyseh
Thien Huu Nguyen
Oscar Sainz
Eneko Agirre
Ilana Heinz
Dan Roth
LM&MAVLMAI4CE
414
1,341
0
01 Nov 2021
EntQA: Entity Linking as Question Answering
EntQA: Entity Linking as Question Answering
Wenzheng Zhang
Qingfeng Lan
K. Stratos
272
62
0
05 Oct 2021
XLM-K: Improving Cross-Lingual Language Model Pre-training with
  Multilingual Knowledge
XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual KnowledgeAAAI Conference on Artificial Intelligence (AAAI), 2021
X. Jiang
Yaobo Liang
Weizhu Chen
Nan Duan
194
28
0
26 Sep 2021
Entity Linking Meets Deep Learning: Techniques and Solutions
Entity Linking Meets Deep Learning: Techniques and SolutionsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Wei Shen
Yuhan Li
Yinan Liu
Jiawei Han
Jianyong Wang
Xiaojie Yuan
301
72
0
26 Sep 2021
Highly Parallel Autoregressive Entity Linking with Discriminative
  Correction
Highly Parallel Autoregressive Entity Linking with Discriminative CorrectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Nicola De Cao
Wilker Aziz
Ivan Titov
203
40
0
08 Sep 2021
Towards Consistent Document-level Entity Linking: Joint Models for
  Entity Linking and Coreference Resolution
Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Klim Zaporojets
Johannes Deleu
Yiwei Jiang
Thomas Demeester
Chris Develder
310
12
0
30 Aug 2021
AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification
  with Multi-modal Explanations
AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification with Multi-modal ExplanationsThe Web Conference (WWW), 2021
Sk Mainul Islam
Sourangshu Bhattacharya
157
12
0
26 Aug 2021
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of
  multilingual BERT
AMU-EURANOVA at CASE 2021 Task 1: Assessing the stability of multilingual BERTCASE (CASE), 2021
Léo Bouscarrat
Antoine Bonnefoy
Cécile Capponi
Carlos Ramisch
162
3
0
10 Jun 2021
Novel Aficionados and Doppelgängers: a referential task for semantic
  representations of individual entities
Novel Aficionados and Doppelgängers: a referential task for semantic representations of individual entities
Andrea Bruera
Aurélie Herbelot
95
1
0
20 Apr 2021
Relational World Knowledge Representation in Contextual Language Models:
  A Review
Relational World Knowledge Representation in Contextual Language Models: A ReviewConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Tara Safavi
Danai Koutra
KELM
218
56
0
12 Apr 2021
CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and
  Wikidata
CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and WikidataConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
M. Ravi
Kuldeep Singh
I. Mulang'
Saeedeh Shekarpour
Johannes Hoffart
Jens Lehmann
KELM
201
37
0
25 Jan 2021
Reddit Entity Linking Dataset
Reddit Entity Linking DatasetInformation Processing & Management (IPM), 2021
Nicholas Botzer
Yifan Ding
Tim Weninger
262
17
0
04 Jan 2021
Exploring Neural Entity Representations for Semantic Information
Exploring Neural Entity Representations for Semantic InformationBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2020
Andrew Runge
Eduard H. Hovy
151
5
0
17 Nov 2020
Alquist 3.0: Alexa Prize Bot Using Conversational Knowledge Graph
Alquist 3.0: Alexa Prize Bot Using Conversational Knowledge Graph
Jan Pichl
Petro Marek
Jakub Konrád
Petr Lorenc
Van Duy Ta
Jan Sedivý
99
15
0
06 Nov 2020
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas
Yogarshi Vyas
Miguel Ballesteros
136
10
0
21 Oct 2020
Bootleg: Chasing the Tail with Self-Supervised Named Entity
  Disambiguation
Bootleg: Chasing the Tail with Self-Supervised Named Entity DisambiguationConference on Innovative Data Systems Research (CIDR), 2020
Laurel J. Orr
Megan Leszczynski
Simran Arora
Sen Wu
Neel Guha
Xiao Ling
Christopher Ré
386
49
0
20 Oct 2020
Autoregressive Entity Retrieval
Autoregressive Entity RetrievalInternational Conference on Learning Representations (ICLR), 2020
Nicola De Cao
Gautier Izacard
Sebastian Riedel
Fabio Petroni
793
512
0
02 Oct 2020
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