StatNLP

2021

To be Closer: Learning to Link up Aspects with OpinionsYuxiang Zhou, Lejian Liao, Yang Gao, Zhanming Jie, Wei Lu
EMNLP
Exploring Task Difficulty for Few-Shot Relation ExtractionJiale Han, Bo Cheng, Wei Lu
EMNLP
Uncovering Main Causalities for Long-tailed Information ExtractionGuoshun Nan, Jiaqi Zeng, Rui Qiao, Zhijiang Guo, Wei Lu
EMNLP
Mixed Cross Entropy Loss for Neural Machine TranslationHaoran Li and Wei Lu
ICML
Interventional Video Grounding with Dual Contrastive LearningGuoshun Nan, Rui Qiao, Yao Xiao, Jun Liu, Sicong Leng, Hao Zhang, Wei Lu
Download Paper
CVPR
Better Feature Integration for Named Entity RecognitionLu Xu, Zhanming Jie, Wei Lu, Lidong Bing
NAACL

2020

Understanding Attention for Text ClassificationXiaobing Sun and Wei Lu
ACL
Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionGuoshun Nan, Zhijiang Guo, Ivan Sekulić and Wei Lu
ACL
Position-Aware Tagging for Aspect Sentiment Triplet ExtractionLu Xu, Hao Li, Wei Lu and Lidong Bing
EMNLP
Aspect Based Sentiment Analysis with Aspect-Specific Opinion SpansLu Xu, Lidong Bing, Wei Lu and Fei Huang
EMNLP
Two are Better Than One: Joint Entity and Relation Extraction with Table-Sequence EncodersJue Wang and Wei Lu
EMNLP
Pre-training for Abstractive Document Summarization by Reinstating Source TextYanyan Zou, Xingxing Zhang, Wei Lu, Furu Wei and Ming Zhou
EMNLP
Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text GenerationYan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing
EMNLP
ENT-DESC: Entity Description Generation by Exploring Knowledge GraphLiying Cheng, Dekun Wu, Lidong Bing, Yan Zhang, Zhanming Jie, Wei Lu and Luo Si
EMNLP
Attention-based Context Aware Reasoning for Situation RecognitionThilini Cooray, Ngai-Man Cheung and Wei Lu
CVPR
Learning Latent Forests for Medical Relation ExtractionZhijiang Guo, Guoshun Nan, Wei Lu and Shay B. Cohen
IJCAI
Knowing What, How and Why: a Near Complete Solution for Aspect-based Sentiment AnalysisHaiyun Peng, Lu Xu, Lidong Bing, Fei Huang, Wei Lu, and Luo Si
AAAI

2019

Text2Math: End-to-end Parsing Text into Math ExpressionsYanyan Zou and Wei Lu
EMNLP
Aligning Cross-lingual Entities with Multi-Aspect InformationHsiu-Wei Yang∗, Yanyan Zou∗, Peng Shi∗, Wei Lu, Jimmy Lin, and Xu Sun
EMNLP
Learning Explicit and Implicit Structures for Targeted Sentiment AnalysisHao Li and Wei Lu
EMNLP
Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous EntitiesBailin Wang and Wei Lu
EMNLP
Dependency-Guided LSTM-CRF for Named Entity RecognitionZhanming Jie and Wei Lu
EMNLP
A Neural Multi-digraph Model for Chinese NER with GazetteersRuixue Ding, Pengjun Xie, Xiaoyan Zhang, Wei Lu, Linlin Li and Luo Si
ACL
Twitter Homophily: Network Based Prediction of User’s OccupationJiaqi Pan*, Rishabh Bhardwaj*, Wei Lu, Hai Leong Chieu, Xinghao Pan and Ni Yi Puay
ACL
Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word ProblemsYanyan Zou and Wei Lu
ACL
Attention Guided Graph Convolutional Networks for Relation ExtractionZhijiang Guo*, Yan Zhang* and Wei Lu
ACL
Densely Connected Graph Convolutional Networks for Graph-to-Sequence LearningZhijiang Guo*, Yan Zhang*, Zhiyang Teng and Wei Lu
TACL
Joint Detection and Location of English PunsYanyan Zou and Wei Lu
NAACL
Better Modeling of Incomplete Annotations for Named Entity RecognitionZhanming Jie, Pengjun Xie, Wei Lu, Ruixue Ding and Linlin Li
NAACL
Neural Chinese Address ParsingHao Li, Wei Lu, Pengjun Xie and Linlin Li
NAACL

2018

Neural Segmental Hypergraphs for Overlapping Mention RecognitionBailin Wang and Wei Lu
EMNLP
A Neural Transition-based Model for Nested Mention RecognitionBailin Wang, Wei Lu, Yu Wang and Hongxia Jin
EMNLP
Better Transition-Based AMR Parsing with a Refined Search SpaceZhijiang Guo and Wei Lu
EMNLP
Dependency-based Hybrid Trees for Semantic ParsingZhanming Jie and Wei Lu
EMNLP
Neural Adaptation Layers for Cross-domain Named Entity RecognitionBill Yuchen Lin and Wei Lu
EMNLP
Learning with Structured Representations for Negation Scope ExtractionHao Li and Wei Lu
ACL
Learning Cross-lingual Distributed Logical Representations for Semantic ParsingYanyan Zou and Wei Lu
ACL
SemEval-2018 Task 8: Semantic Extraction from CybersecUrity REports using Natural Language Processing (SecureNLP)Peter Phandi, Amila Silva, and Wei Lu
Download Paper
SemEval
cw2vec: Learning Chinese Word Embeddings with Stroke n-gram InformationShaosheng Cao, Wei Lu, Jun Zhou and Xiaolong Li
Download Paper
AAAI
Learning Latent Opinions for Aspect-level Sentiment ClassificationBailin Wang and Wei Lu
AAAI

2017

Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention SeparatorsAldrian Obaja Muis and Wei Lu
EMNLP
A Simple Regularization-based Algorithm for Learning Cross-Domain Word EmbeddingsWei Yang, Wei Lu and Vincent Zheng
EMNLP
Topical Coherence in LDA-based Models through Induced SegmentationHesam Amoualian, Wei Lu, Eric Gaussier, Massih R Amini, Georgios Balikas and Marianne Clausel
Download Paper
ACL
Neural Architectures for Multilingual Semantic ParsingRaymond Hendy Susanto and Wei Lu
ACL
MalwareTextDB: A Database for Annotated Malware ArticlesSwee Kiat Lim, Aldrian Obaja Muis, Wei Lu and Chen Hui Ong
ACL
Efficient Dependency-guided Named Entity RecognitionZhanming Jie, Aldrian Obaja Muis, and Wei Lu
AAAI
Learning Latent Sentiment Scopes for Entity-Level Sentiment AnalysisHao Li and Wei Lu
AAAI
Semantic Parsing with Neural Hybrid TreesRaymond Hendy Susanto and Wei Lu
AAAI
Improving Word Embeddings with Convolutional Feature Learning and Subword InformationShaosheng Cao and Wei Lu
AAAI

2016

A General Regularization Framework for Domain AdaptationWei Lu, Hai Leong Chieu and Jonathan Löfgren
EMNLP
Learning to Capitalize with Character-Level Recurrent Neural Networks: An Empirical StudyRaymond Hendy Susanto, Hai Leong Chieu and Wei Lu
EMNLP
Learning to Recognize Discontiguous EntitiesAldrian Obaja Muis and Wei Lu
EMNLP
Improving Semantic Parsing with Enriched Synchronous Context-Free Grammars in Statistical Machine TranslationJunhui Li, Muhua Zhu, Wei Lu, and Guodong Zhou
Download Paper
TALLIP
Weak Semi-Markov CRFs for NP Chunking in Informal TextAldrian Obaja Muis and Wei Lu
NAACL
Deep Neural Networks for Learning Graph RepresentationsShaosheng Cao, Wei Lu and Qiongkai Xu
AAAI

2015

Joint Mention Extraction and Classification with Mention HypergraphsWei Lu and Dan Roth
EMNLP
Constrained Semantic Forests for Improved Discriminative Semantic ParsingWei Lu
ACL-IJCNLP
GraRep: Learning Graph Representations with Global Structural InformationShaosheng Cao, Wei Lu and Qiongkai Xu
CIKM

2014

Semantic Parsing with Relaxed Hybrid TreesWei Lu
EMNLP

2012

Automatic Event Extraction with Structured Preference ModelingWei Lu and Dan Roth
Download Paper
ACL
Joint Inference for Event Timeline ConstructionQuang Do, Wei Lu, and Dan Roth
Download Paper
EMNLP

2011

A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus ExpressionsWei Lu and Hwee Tou Ng
EMNLP

2010

Better Punctuation Prediction with Dynamic Conditional Random FieldsWei Lu and Hwee Tou Ng
EMNLP

2009

Natural Language Generation with Tree Conditional Random FieldsWei Lu, Hwee Tou Ng and Wee Sun Lee
Download Paper
EMNLP

2008

A Generative Model for Parsing Natural Language to Meaning RepresentationsWei Lu, Hwee Tou Ng, Wee Sun Lee and Luke S. Zettlemoyer
EMNLP