Linjun Shou
31 papers · 2019–2024 · 7 venues · across top CS/AI venues
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Natural Language Processing
(26)
Machine Learning
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cross-lingual transfer
(8)
pre-trained language model
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contrastive learning
(6)
question answering
(5)
machine reading comprehension
(5)
transfer learning
(4)
dense retrieval
(3)
knowledge distillation
(3)
natural language processing
(3)
cross-lingual machine reading comprehension
(3)
multilingual model
(3)
representation learning
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unsupervised learning
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pre-trained model
(3)
cross-lingual pre-training
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low-resource language
(2)
spoken language understanding
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knowledge base
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data augmentation
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natural language inference
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Papers
ControlMath: Controllable Data Generation Promotes Math Generalist Models
EMNLP 2024
A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension
AAAI 2023
Alleviating Over-smoothing for Unsupervised Sentence Representation
ACL 2023
Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency
EMNLP 2023
Instructed Language Models with Retrievers Are Powerful Entity Linkers
EMNLP 2023
Structural Contrastive Pretraining for Cross-Lingual Comprehension
ACL 2023
WIERT: Web Information Extraction via Render Tree
AAAI 2023
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling
NAACL 2022
Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval
EMNLP 2022
From Good to Best: Two-Stage Training for Cross-Lingual Machine Reading Comprehension
AAAI 2022
Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding
EMNLP 2022
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval
EMNLP 2022
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval
IJCAI 2022
CoSQA: 20,000+ Web Queries for Code Search and Question Answering
ACL 2021
GLGE: A New General Language Generation Evaluation Benchmark
ACL 2021
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding
EMNLP 2021
Reinforced Multi-Teacher Selection for Knowledge Distillation
AAAI 2021
Retrieval Enhanced Model for Commonsense Generation
ACL 2021
Syntax-Enhanced Pre-trained Model
ACL 2021
WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach
EMNLP 2021
A Graph Representation of Semi-structured Data for Web Question Answering
COLING 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages
EMNLP 2020
Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation
COLING 2020
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension
ACL 2020
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering
AAAI 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network
ACL 2020
MaP: A Matrix-based Prediction Approach to Improve Span Extraction in Machine Reading Comprehension
AACL 2020
No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension
EMNLP 2020
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation
EMNLP 2020
NeuronBlocks: Building Your NLP DNN Models Like Playing Lego
EMNLP 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks
EMNLP 2019