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1909.10506
Cited By
Learning Dense Representations for Entity Retrieval
Conference on Computational Natural Language Learning (CoNLL), 2019
23 September 2019
D. Gillick
Sayali Kulkarni
L. Lansing
Alessandro Presta
Jason Baldridge
Eugene Ie
Diego Garcia-Olano
RALM
Re-assign community
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Papers citing
"Learning Dense Representations for Entity Retrieval"
50 / 127 papers shown
Talk the Walk: Synthetic Data Generation for Conversational Music Recommendation
Megan Leszczynski
Shu Zhen Zhang
Ravi Ganti
K. Balog
Filip Radlinski
Fernando Pereira
Arun Tejasvi Chaganty
383
14
0
27 Jan 2023
Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural Networks
International Conference on Language Resources and Evaluation (LREC), 2023
Manuel V. Loureiro
Steven Derby
Tri Kurniawan Wijaya
174
0
0
06 Jan 2023
RISE: Leveraging Retrieval Techniques for Summarization Evaluation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
David C. Uthus
Jianmo Ni
RALM
168
1
0
17 Dec 2022
Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning
Md. Tawkat Islam Khondaker
Muhammad Abdul-Mageed
L. Lakshmanan
95
2
0
11 Nov 2022
A Benchmark Study of Contrastive Learning for Arabic Social Meaning
Workshop on Arabic Natural Language Processing (WANLP), 2022
Md. Tawkat Islam Khondaker
El Moatez Billah Nagoudi
AbdelRahim Elmadany
Muhammad Abdul-Mageed
L. Lakshmanan
218
5
0
22 Oct 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Niranjan Uma Naresh
Ziyan Jiang
Ankit
Sungjin Lee
Jie Hao
Xing Fan
Chenlei Guo
174
7
0
22 Oct 2022
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Tim Baumgärtner
Leonardo F. R. Ribeiro
Nils Reimers
Iryna Gurevych
157
7
0
19 Oct 2022
RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media
Findings (Findings), 2022
Somin Wadhwa
Vivek Khetan
Silvio Amir
Byron C. Wallace
278
20
0
12 Oct 2022
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Junjie Huang
Wanjun Zhong
Qianchu Liu
Ming Gong
Daxin Jiang
Nan Duan
VLM
RALM
LMTD
326
19
0
11 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review
Nature Machine Intelligence (Nat. Mach. Intell.), 2022
Dieuwke Hupkes
Mario Giulianelli
Verna Dankers
Mikel Artetxe
Yanai Elazar
...
Leila Khalatbari
Maria Ryskina
Rita Frieske
Robert Bamler
Zhijing Jin
631
131
0
06 Oct 2022
Modelling Commonsense Properties using Pre-Trained Bi-Encoders
International Conference on Computational Linguistics (COLING), 2022
Amit Gajbhiye
Luis Espinosa-Anke
Steven Schockaert
126
16
0
06 Oct 2022
Cross-Domain Neural Entity Linking
H. Soliman
83
0
0
28 Sep 2022
Find the Funding: Entity Linking with Incomplete Funding Knowledge Bases
International Conference on Computational Linguistics (COLING), 2022
G. Aydin
S. A. Tabatabaei
Giorgios Tsatsaronis
Faegheh Hasibi
233
2
0
01 Sep 2022
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning
International Conference on Learning Representations (ICLR), 2022
Sheng Zhang
Hao Cheng
Jianfeng Gao
Hoifung Poon
248
63
0
30 Aug 2022
Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives
Alex Bogatu
Zili Zhou
Dónal Landers
André Freitas
LRM
132
2
0
02 Aug 2022
Effective Few-Shot Named Entity Linking by Meta-Learning
IEEE International Conference on Data Engineering (ICDE), 2022
Xiuxing Li
Zhenyu Li
Zhengyan Zhang
Ning Liu
Haitao Yuan
Wei Zhang
Zhiyuan Liu
Jianyong Wang
OffRL
263
15
0
12 Jul 2022
Efficient Entity Candidate Generation for Low-Resource Languages
International Conference on Language Resources and Evaluation (LREC), 2022
Alberto García-Durán
Akhil Arora
Robert West
176
1
0
30 Jun 2022
Questions Are All You Need to Train a Dense Passage Retriever
Transactions of the Association for Computational Linguistics (TACL), 2022
Devendra Singh Sachan
M. Lewis
Dani Yogatama
Luke Zettlemoyer
J. Pineau
Manzil Zaheer
RALM
369
67
0
21 Jun 2022
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval
Nandan Thakur
Nils Reimers
Jimmy J. Lin
VLM
197
6
0
23 May 2022
Cross-Lingual Phrase Retrieval
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Heqi Zheng
Xiao Zhang
Zewen Chi
Heyan Huang
T. Yan
Tian Lan
Wei Wei
Xian-Ling Mao
RALM
LRM
161
3
0
19 Apr 2022
TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval
Findings (Findings), 2022
Megan Leszczynski
Daniel Y. Fu
Mayee F. Chen
Christopher Ré
133
12
0
18 Apr 2022
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Shitao Xiao
Zheng Liu
Weihao Han
Jianjin Zhang
Defu Lian
...
Hao Sun
Yingxia Shao
Denvy Deng
Tao Gui
Xing Xie
193
42
0
01 Apr 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
224
3
0
14 Mar 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval
Findings (Findings), 2022
Canwen Xu
Daya Guo
Nan Duan
Julian McAuley
RALM
VLM
231
53
0
11 Mar 2022
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking
Findings (Findings), 2022
T. Lai
Heng Ji
ChengXiang Zhai
RALM
289
21
0
27 Feb 2022
Semi-Structured Query Grounding for Document-Oriented Databases with Deep Retrieval and Its Application to Receipt and POI Matching
Geewook Kim
Wonseok Hwang
Minjoon Seo
Seunghyun Park
125
0
0
23 Feb 2022
Uni-Retriever: Towards Learning The Unified Embedding Based Retriever in Bing Sponsored Search
Knowledge Discovery and Data Mining (KDD), 2022
Jianjin Zhang
Zheng Liu
Weihao Han
Shitao Xiao
Rui Zheng
...
Hanqing Zhu
Premkumar Srinivasan
Denvy Deng
Tao Gui
Xing Xie
183
34
0
13 Feb 2022
Large Dual Encoders Are Generalizable Retrievers
Jianmo Ni
Chen Qu
Jing Lu
Zhuyun Dai
Gustavo Hernández Ábrego
...
Vincent Zhao
Yi Luan
Keith B. Hall
Ming-Wei Chang
Yinfei Yang
DML
624
559
0
15 Dec 2021
Knowledge-Rich Self-Supervision for Biomedical Entity Linking
Sheng Zhang
Hao Cheng
Shikhar Vashishth
Cliff Wong
Jinfeng Xiao
Xiaodong Liu
Tristan Naumann
Jianfeng Gao
Hoifung Poon
205
46
0
15 Dec 2021
Survey on English Entity Linking on Wikidata
Cedric Moller
Jens Lehmann
Ricardo Usbeck
KELM
209
27
0
03 Dec 2021
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking
Ruiyang Ren
Yingqi Qu
Jing Liu
Wayne Xin Zhao
Qiaoqiao She
Hua Wu
Haifeng Wang
Ji-Rong Wen
463
285
0
14 Oct 2021
Focus on what matters: Applying Discourse Coherence Theory to Cross Document Coreference
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
William B. Held
Dan Iter
Dan Jurafsky
151
26
0
11 Oct 2021
EntQA: Entity Linking as Question Answering
Wenzheng Zhang
Qingfeng Lan
K. Stratos
318
62
0
05 Oct 2021
Entity Linking Meets Deep Learning: Techniques and Solutions
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Wei Shen
Yuhan Li
Yinan Liu
Jiawei Han
Jianyong Wang
Xiaojie Yuan
309
73
0
26 Sep 2021
Distilling Relation Embeddings from Pre-trained Language Models
Asahi Ushio
Jose Camacho-Collados
Steven Schockaert
192
26
0
21 Sep 2021
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations
Xinyin Ma
Yong Jiang
Nguyen Bach
Tao Wang
Zhongqiang Huang
Fei Huang
Weiming Lu
141
17
0
13 Sep 2021
BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks
T. Lai
Heng Ji
ChengXiang Zhai
151
32
0
06 Sep 2021
Entity Linking and Discovery via Arborescence-based Supervised Clustering
Dhruv Agarwal
Rico Angell
Nicholas Monath
Andrew McCallum
248
35
0
02 Sep 2021
Improving Query Representations for Dense Retrieval with Pseudo Relevance Feedback
International Conference on Information and Knowledge Management (CIKM), 2021
HongChien Yu
Chenyan Xiong
Jamie Callan
RALM
164
87
0
30 Aug 2021
Retrieval Augmented Code Generation and Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Md. Rizwan Parvez
W. Ahmad
Saikat Chakraborty
Baishakhi Ray
Kai-Wei Chang
280
236
0
26 Aug 2021
QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction
Danqing Zhang
Zheng Li
Tianyu Cao
Chen Luo
Tony Wu
Hanqing Lu
Yiwei Song
Bing Yin
Tuo Zhao
Qiang Yang
269
24
0
19 Aug 2021
Learning Federated Representations and Recommendations with Limited Negatives
Lin Ning
K. Singhal
Ellie X. Zhou
Sushant Prakash
FedML
182
15
0
18 Aug 2021
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval
Findings (Findings), 2021
Ruiyang Ren
Shangwen Lv
Yingqi Qu
Jing Liu
Wayne Xin Zhao
Qiaoqiao She
Hua Wu
Haifeng Wang
Ji-Rong Wen
316
101
0
13 Aug 2021
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval
Neural Information Processing Systems (NeurIPS), 2021
Akari Asai
Xinyan Velocity Yu
Jungo Kasai
Hannaneh Hajishirzi
RALM
LRM
248
80
0
26 Jul 2021
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Hang Jiang
Sairam Gurajada
Qiuhao Lu
S. Neelam
Yatin Nandwani
Prithviraj Sen
Yunyao Li
Alexander G. Gray
150
28
0
17 Jun 2021
MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Nicholas FitzGerald
Jan A. Botha
D. Gillick
Daniel M. Bikel
Tom Kwiatkowski
Andrew McCallum
193
15
0
02 Jun 2021
Contrastive Fine-tuning Improves Robustness for Neural Rankers
Findings (Findings), 2021
Xiaofei Ma
Cicero Nogueira dos Santos
Andrew O. Arnold
276
23
0
27 May 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Tianyu Gao
Xingcheng Yao
Danqi Chen
AILaw
SSL
782
4,043
0
18 Apr 2021
Matching-oriented Product Quantization For Ad-hoc Retrieval
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Shitao Xiao
Zheng Liu
Yingxia Shao
Defu Lian
Xing Xie
MQ
235
10
0
16 Apr 2021
Understanding Hard Negatives in Noise Contrastive Estimation
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Wenzheng Zhang
K. Stratos
199
62
0
13 Apr 2021
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