← Authors

Luo Si

96 papers · 2007–2023 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) 🌈 Renaissance Researcher (11) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) πŸƒ Academic Marathon (16) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (26) πŸ† Grand Slam πŸ† Keyword Champion πŸ‘₯ Mega-Team (23) πŸ”¬ Deep Specialist (14) 🧬 Topic Evolution 🀝 Dynamic Duo (28) ⚑ Prolific Year (20) ❓ The Questioner πŸ’Ž Century Club (96) πŸ—ƒοΈ Keyword Collector (398) πŸ”₯ Unstoppable (7) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

EMNLP (26) ACL (22) IJCNLP (12) AAAI (11) IJCAI (6) COLING (5) SEMEVAL (5) NAACL (4) NIPS (3) ICLR (1) ICML (1)

Top co-authors

Fei Huang (28) Lidong Bing (23) Min Zhang (14) Xiaozhong Liu (12) Changlong Sun (12) Yongbin Li (11) Shoushan Li (9) Liying Cheng (9) Qiong Zhang (9) Wei Wang (8)

Keywords

named entity recognition (16) neural network (8) multi-task learning (7) cross-lingual transfer (7) aspect sentiment classification (6) data augmentation (6) language model (5) transfer learning (5) zero-shot learning (4) contrastive learning (4) information extraction (4) dialogue system (4) text classification (4) text-to-sql parsing (4) question answering (4) semantic role labeling (4) low-resource learning (4) sequence labeling (4) relation extraction (3) rumor detection (3)

Papers

A Simple Concatenation can Effectively Improve Speech Translation ACL 2023
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL 2023
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing AAAI 2023
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ACL 2023
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader NIPS 2023
A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach EMNLP 2022
SentBS: Sentence-level Beam Search for Controllable Summarization EMNLP 2022
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing EMNLP 2022
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots EMNLP 2022
Towards Generalizable and Robust Text-to-SQL Parsing EMNLP 2022
Estimating Soft Labels for Out-of-Domain Intent Detection EMNLP 2022
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning NIPS 2022
Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction NAACL 2022
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? EMNLP 2022
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples EMNLP 2022
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022
ConNER: Consistency Training for Cross-lingual Named Entity Recognition EMNLP 2022
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems ACL 2022
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER ACL 2022
IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks ACL 2022
CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark ACL 2022
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction ACL 2022
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation ACL 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding COLING 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings COLING 2022
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers COLING 2022
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection AAAI 2022
Knowledge-aware Named Entity Recognition with Alleviating Heterogeneity AAAI 2021
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings EMNLP 2021
Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding IJCNLP 2021
StructuralLM: Structural Pre-training for Form Understanding IJCNLP 2021
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER IJCNLP 2021
Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing AAAI 2021
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation ACL 2021
VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation ACL 2021
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER ACL 2021
StructuralLM: Structural Pre-training for Form Understanding ACL 2021
Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding ACL 2021
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking ACL 2021
Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder AAAI 2021
Document-level Relation Extraction as Semantic Segmentation IJCAI 2021
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation IJCNLP 2021
VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation IJCNLP 2021
A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents NAACL 2021
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking IJCNLP 2021
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding ICLR 2020
De-Biased Court’s View Generation with Causality EMNLP 2020
ENT-DESC: Entity Description Generation by Exploring Knowledge Graph EMNLP 2020
Aspect Sentiment Classification with Document-level Sentiment Preference Modeling ACL 2020
Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis AAAI 2020
Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning AAAI 2020
Review-based Question Generation with Adaptive Instance Transfer and Augmentation ACL 2020
DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks EMNLP 2020
APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning EMNLP 2020
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation EMNLP 2020
Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue EMNLP 2020
DM_NLP at SemEval-2018 Task 12: A Pipeline System for Toponym Resolution SEMEVAL 2019
β€œBilingual Expert” Can Find Translation Errors AAAI 2019
Unsupervised Learning Helps Supervised Neural Word Segmentation AAAI 2019
Syntax-Aware Neural Semantic Role Labeling AAAI 2019
A Deep Cascade Model for Multi-Document Reading Comprehension AAAI 2019
Rumor Detection by Exploiting User Credibility Information, Attention and Multi-task Learning ACL 2019
A Neural Multi-digraph Model for Chinese NER with Gazetteers ACL 2019
Semi-supervised Domain Adaptation for Dependency Parsing ACL 2019
Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network ACL 2019
Syntax-Enhanced Self-Attention-Based Semantic Role Labeling EMNLP 2019
Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization EMNLP 2019
Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning EMNLP 2019
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation EMNLP 2019
Rumor Detection on Social Media: Datasets, Methods and Opportunities EMNLP 2019
Self-attentive Biaffine Dependency Parsing IJCAI 2019
Syntax-Enhanced Self-Attention-Based Semantic Role Labeling IJCNLP 2019
Uncover Sexual Harassment Patterns from Personal Stories by Joint Key Element Extraction and Categorization IJCNLP 2019
Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning IJCNLP 2019
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation IJCNLP 2019
eventAI at SemEval-2019 Task 7: Rumor Detection on Social Media by Exploiting Content, User Credibility and Propagation Information SEMEVAL 2019
Improve Neural Entity Recognition via Multi-Task Data Selection and Constrained Decoding NAACL 2018
DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features SEMEVAL 2018
NLP_HZ at SemEval-2018 Task 9: a Nearest Neighbor Approach SEMEVAL 2018
NAI-SEA at SemEval-2018 Task 5: An Event Search System SEMEVAL 2018
Supervised Treebank Conversion: Data and Approaches ACL 2018
Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks IJCAI 2018
Alibaba Submission for WMT18 Quality Estimation Task EMNLP 2018
Sentiment Classification towards Question-Answering with Hierarchical Matching Network EMNLP 2018
A Unified Syntax-aware Framework for Semantic Role Labeling EMNLP 2018
One vs. Many QA Matching with both Word-level and Sentence-level Attention Network COLING 2018
Alibaba at IJCNLP-2017 Task 2: A Boosted Deep System for Dimensional Sentiment Analysis of Chinese Phrases IJCNLP 2017
Alibaba at IJCNLP-2017 Task 1: Embedding Grammatical Features into LSTMs for Chinese Grammatical Error Diagnosis Task IJCNLP 2017
Determining Expert Research Areas with Multi-Instance Learning of Hierarchical Multi-Label Classification Model IJCAI 2015
Ranking Preserving Hashing for Fast Similarity Search IJCAI 2015
LDTM: A Latent Document Type Model for Cumulative Citation Recommendation EMNLP 2015
Learning to Hash on Partial Multi-Modal Data IJCAI 2015
MILEAGE: Multiple Instance LEArning with Global Embedding ICML 2013
Multiple Instance Learning on Structured Data NIPS 2011
A Probabilistic Framework for Answer Selection in Question Answering NAACL 2007