Publications 2017-08-31T19:40:19+00:00


Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators

Aldrian Obaja Muis and Wei Lu, EMNLP 2017

A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings

Wei Yang, Wei Lu, Vincent Zheng, EMNLP 2017

Topical Coherence in LDA-based Models through Induced Segmentation

Hesam Amoualian, Wei Lu, Eric Gaussier, Massih R Amini, Georgios Balikas and Marianne Clausel, ACL 2017

Neural Architectures for Multilingual Semantic Parsing

Raymond Hendy Susanto and Wei Lu, ACL 2017

MalwareTextDB: A Database for Annotated Malware Articles

Kiat Lim, Aldrian Obaja Muis, Wei Lu and Chen Hui Ong, ACL 2017

Efficient Dependency-guided Named Entity Recognition

Zhanming Jie, Aldrian Obaja Muis, and Wei Lu, AAAI 2017

Learning Latent Sentiment Scopes for Entity-Level Sentiment Analysis

Hao Li and Wei Lu, AAAI 2017

Semantic Parsing with Neural Hybrid Trees

Raymond Hendy Susanto and Wei Lu, AAAI 2017

Improving Word Embeddings with Convolutional Feature Learning and Subword Information

Shaosheng Cao and Wei Lu, AAAI 2017


A General Regularization Framework for Domain Adaptation

Wei Lu, Hai Leong Chieu and Jonathan Löfgren, EMNLP 2016

Learning to Capitalize with Character-Level Recurrent Neural Networks: An Empirical Study

Raymond Hendy Susanto, Hai Leong Chieu and Wei Lu, EMNLP 2016

Learning to Recognize Discontiguous Entities

Aldrian Obaja Muis and Wei Lu, EMNLP 2016

Improving Semantic Parsing with Enriched Synchronous Context-Free Grammars in Statistical Machine Translation

Junhui Li, Muhua Zhu, Wei Lu, and Guodong Zhou, TALLIP 2016

Weak Semi-Markov CRFs for NP Chunking in Informal Text

Aldrian Obaja Muis and Wei Lu, NAACL 2016

Deep Neural Networks for Learning Graph Representations

Shaosheng Cao, Wei Lu, and Qiongkai Xu, AAAI 2016


Joint Mention Extraction and Classification with Mention Hypergraphs

Wei Lu and Dan Roth, EMNLP 2015

GraRep: Learning Graph Representations with Global Structural Information

Shaosheng Cao, Wei Lu , and Qiongkai Xu, CIKM 2015


Semantic Parsing with Relaxed Hybrid Trees

Wei Lu, EMNLP 2014

Automatic Event Extraction with Structured Preference Modeling

Wei Lu and Dan Roth, ACL 2012

Joint Inference for Event Timeline Construction

Quang Do, Wei Lu, and Dan Roth, EMNLP-CoNLL 2012

Better Punctuation Prediction with Dynamic Conditional Random Fields

Wei Lu and Hwee Tou Ng, EMNLP 2010

Natural Language Generation with Tree Conditional Random Fields

Wei Lu, Hwee Tou Ng and Wee Sun Lee, EMNLP 2009

A Generative Model for Parsing Natural Language to Meaning Representations

Wei Lu, Hwee Tou Ng, Wee Sun Lee and Luke S. Zettlemoyer, EMNLP 2008