← Authors

Linjun Shou

37 papers · 2019–2024 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (5) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (72) πŸ”¬ Deep Specialist (10) πŸ‘₯ Mega-Team (24) 🀝 Dynamic Duo (36) πŸš€ Conference Pioneer πŸ’Ž Century Club (37) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (172) πŸ”₯ Unstoppable (6) ⚑ Prolific Year (6)

Conferences

EMNLP (13) ACL (8) IJCNLP (6) AAAI (5) COLING (2) AACL (1) IJCAI (1) NAACL (1)

Top co-authors

Ming Gong (36) Daxin Jiang (32) Nan Duan (16) Jian Pei (11) Ming Zhou (9) Duyu Tang (8) Nuo Chen (5) Ning Wu (5) Yaobo Liang (5) Daya Guo (4)

Research topics

Understanding (1)

Keywords

cross-lingual transfer (9) contrastive learning (7) question answering (6) pre-trained language model (6) machine reading comprehension (5) transfer learning (4) pre-trained model (4) dense retrieval (3) code search (3) cross-lingual machine reading comprehension (3) natural language processing (3) multilingual model (3) knowledge distillation (3) unsupervised learning (3) representation learning (3) cross-lingual pre-training (3) knowledge base (2) semantic matching (2) spoken language understanding (2) model architecture (2)

Papers

ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024
Structural Contrastive Pretraining for Cross-Lingual Comprehension ACL 2023
Alleviating Over-smoothing for Unsupervised Sentence Representation ACL 2023
A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension AAAI 2023
Instructed Language Models with Retrievers Are Powerful Entity Linkers EMNLP 2023
WIERT: Web Information Extraction via Render Tree AAAI 2023
Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency EMNLP 2023
Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval 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
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling NAACL 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
Syntax-Enhanced Pre-trained Model IJCNLP 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering IJCNLP 2021
Reinforced Multi-Teacher Selection for Knowledge Distillation AAAI 2021
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding EMNLP 2021
Retrieval Enhanced Model for Commonsense Generation IJCNLP 2021
WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP 2021
GLGE: A New General Language Generation Evaluation Benchmark IJCNLP 2021
Syntax-Enhanced Pre-trained Model ACL 2021
GLGE: A New General Language Generation Evaluation Benchmark ACL 2021
Retrieval Enhanced Model for Commonsense Generation ACL 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering ACL 2021
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation EMNLP 2020
MaP: A Matrix-based Prediction Approach to Improve Span Extraction in Machine Reading Comprehension AACL 2020
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension ACL 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL 2020
A Graph Representation of Semi-structured Data for Web Question Answering COLING 2020
Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation COLING 2020
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering AAAI 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages EMNLP 2020
No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension EMNLP 2020
NeuronBlocks: Building Your NLP DNN Models Like Playing Lego IJCNLP 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks IJCNLP 2019
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