2024
Tinyllama: An open-source small language modelPeiyuan Zhang, Guangtao Zeng, Tianduo Wang, Wei Lu
ACL
2023
Unraveling Feature Extraction Mechanisms in Neural NetworksXiaobing Sun, Jiaxi Li, Wei Lu
EMNLP Outstanding Paper Award
Tuna: Instruction Tuning using Feedback from Large Language ModelsHaoran Li, Yiran Liu, Xingxing Zhang, Wei Lu, Furu Wei
Findings of ACL: EMNLP 2023
Decomposed prompt tuning via low-rank reparameterizationYao Xiao, Lu Xu, Jiaxi Li, Wei Lu, Xiaoli Li
Findings of ACL: EMNLP 2023
Sampling Better Negatives for Distantly Supervised Named Entity RecognitionLu Xu, Lidong Bing, Wei Lu
Findings of ACL 2023
Tell2Design: A Dataset for Language-Guided Floor Plan GenerationSicong Leng, Yang Zhou, Mohammed Haroon Dupty, Wee Sun Lee, Sam Joyce, Wei Lu
ACL
Contextual Distortion Reveals Constituency: Masked Language Models are Implicit ParsersJiaxi Li, Wei Lu
ACL
Leveraging Training Data in Few-Shot Prompting for Numerical ReasoningZhanming Jie, Wei Lu
Findings of ACL
One Network, Many Masks: Towards More Parameter-Efficient Transfer LearningGuangtao Zeng, Peiyuan Zhang, Wei Lu
ACL
Better Sampling of Negatives for Distantly Supervised Named Entity RecognitionLu Xu, Lidong Bing, Wei Lu
Findings of ACL
2022
Differentiable Data Augmentation for Contrastive Sentence Representation LearningTianduo Wang, Wei Lu
EMNLP
Better Few-Shot Relation Extraction with Label Prompt DropoutPeiyuan Zhang, Wei Lu
EMNLP
Generative Prompt Tuning for Relation ClassificationJiale Han, Shuai Zhao, Bo Cheng, Shengkun Ma, Wei Lu
Findings ACL, EMNLP 2022
Learning to Reason Deductively: Math Word Problem Solving as Complex Relation ExtractionZhanming Jie, Jierui Li, Wei Lu
ACL
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity RecognitionXinyu Wang, Yongliang Shen, Jiong Cai, Tao Wang, Xiaobin Wang, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang, Kewei Tu, Wei Lu, Yong Jiang
SemEval
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
Interventional Video Grounding with Dual Contrastive LearningGuoshun Nan, Rui Qiao, Yao Xiao, Jun Liu, Sicong Leng, Hao Zhang, Wei Lu
CVPR
Better Feature Integration for Named Entity RecognitionLu Xu, Zhanming Jie, Wei Lu, Lidong Bing
NAACL
2020
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
Better Modeling of Incomplete Annotations for Named Entity RecognitionZhanming Jie, Pengjun Xie, Wei Lu, Ruixue Ding 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
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
SemEval
cw2vec: Learning Chinese Word Embeddings with Stroke n-gram InformationShaosheng Cao, Wei Lu, Jun Zhou and Xiaolong Li
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
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
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
Improving Semantic Parsing with Enriched Synchronous Context-Free Grammars in Statistical Machine TranslationJunhui Li, Muhua Zhu, Wei Lu, and Guodong Zhou
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
2012
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
EMNLP
2008
A Generative Model for Parsing Natural Language to Meaning RepresentationsWei Lu, Hwee Tou Ng, Wee Sun Lee and Luke S. Zettlemoyer
EMNLP