Luo Si

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