Yue Zhang

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Exploiting Sentiment and Common Sense for Zero-shot Stance Detection.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Mere Contrastive Learning for Cross-Domain Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect.

[BibT_eX]

[DOI]

Naihao Deng

Yulong Chen

Proceedings of the 29th International Conference on Computational Linguistics, 2022

LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Semantic-based Pre-training for Dialogue Understanding.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Challenges to Open-Domain Constituency Parsing.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

A Rationale-Centric Framework for Human-in-the-loop Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Prompt-Driven Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

A Graph Enhanced BERT Model for Event Prediction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Investigating Non-local Features for Neural Constituency Parsing.

[BibT_eX]

[DOI]

Sen Yang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Discrete Opinion Tree Induction for Aspect-based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Explicit Object Relation Alignment for Vision and Language Navigation.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2022

Graph Pre-training for AMR Parsing and Generation.

[BibT_eX]

[DOI]

Yulong Chen

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Improving Skip-Gram Embeddings Using BERT.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Multi-Task Sequence Tagging for Emotion-Cause Pair Extraction Via Tag Distribution Refinement.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network.

[BibT_eX]

[DOI]

Pengbo Liu

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Towards Navigation by Reasoning over Spatial Configurations.

[BibT_eX]

[DOI]

Quan Guo

CoRR, 2021

DialogSumm: A Real-Life Scenario Dialogue Summarization Dataset.

[BibT_eX]

[DOI]

CoRR, 2021

Constrained Text Generation with Global Guidance - Case Study on CommonGen.

[BibT_eX]

[DOI]

CoRR, 2021

A span-graph neural model for overlapping entity relation extraction in biomedical texts.

[BibT_eX]

[DOI]

Bioinform., 2021

Enriching contextualized language model from knowledge graph for biomedical information extraction.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

Exploring Generalization Ability of Pretrained Language Models on Arithmetic and Logical Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2021

Sentence-State LSTMs For Sequence-to-Sequence Learning.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2021

A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

DialogSum Challenge: Summarizing Real-Life Scenario Dialogues.

[BibT_eX]

[DOI]

Yulong Chen

Yang Liu

Proceedings of the 14th International Conference on Natural Language Generation, 2021

When Computational Representation Meets Neuroscience: A Survey on Brain Encoding and Decoding.

[BibT_eX]

[DOI]

Lu Cao

Dandan Huang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Solving Aspect Category Sentiment Analysis as a Text Generation Task.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Entity Relation Extraction as Dependency Parsing in Visually Rich Documents.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

What Did You Refer to? Evaluating Co-References in Dialogue.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Can Generative Pre-trained Language Models Serve As Knowledge Bases for Closed-book QA?

[BibT_eX]

[DOI]

Cunxiang Wang

Pai Liu

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Generalized Supervised Attention for Text Generation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

On Compositional Generalization of Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

A Comparison between Pre-training and Large-scale Back-translation for Neural Machine Translation.

[BibT_eX]

[DOI]

Dandan Huang

Kun Wang

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

End-to-End AMR Corefencence Resolution.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Template-Based Named Entity Recognition Using BART.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

On Commonsense Cues in BERT for Solving Commonsense Tasks.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

DialogSum: A Real-Life Scenario Dialogue Summarization Dataset.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

G-Transformer for Document-Level Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Semantic Representation for Dialogue Modeling.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Contextualized Rewriting for Text Summarization.

[BibT_eX]

[DOI]

Guangsheng Bao

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Lattice LSTM for Chinese Sentence Representation.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Towards Better Word Alignment in Transformer.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Investigating Self-Attention Network for Chinese Word Segmentation.

[BibT_eX]

[DOI]

Leilei Gan

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Topic-Enhanced Capsule Network for Multi-Label Emotion Classification.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

From Genesis to Creole Language: Transfer Learning for Singlish Universal Dependencies Parsing and POS Tagging.

[BibT_eX]

[DOI]

Hongmin Wang

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Emoji-Based Sentiment Analysis Using Attention Networks.

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

End-to-End Chinese Parsing Exploiting Lexicons.

[BibT_eX]

[DOI]

Yuan Zhang

CoRR, 2020

What Have We Achieved on Text Summarization?

[BibT_eX]

[DOI]

CoRR, 2020

Commonsense Knowledge Graph Reasoning by Selection or Generation? Why?

[BibT_eX]

[DOI]

CoRR, 2020

Does BERT Solve Commonsense Task via Commonsense Knowledge?

[BibT_eX]

[DOI]

CoRR, 2020

Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization.

[BibT_eX]

[DOI]

CoRR, 2020

News-Driven Stock Prediction With Attention-Based Noisy Recurrent State Transition.

[BibT_eX]

[DOI]

CoRR, 2020

Exploiting Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network.

[BibT_eX]

[DOI]

Pengbo Liu

CoRR, 2020

Deep Learning Approaches to Text Production.

[BibT_eX]

[DOI]

Comput. Linguistics, 2020

SemEval-2020 Task 4: Commonsense Validation and Explanation.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Dialogue State Induction Using Neural Latent Variable Models.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Inference-Masked Loss for Deep Structured Output Learning.

[BibT_eX]

[DOI]

Quan Guo

Hossein Rajaby Faghihi

Andrzej Uszok

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

What Have We Achieved on Text Summarization?

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Inducing Target-Specific Latent Structures for Aspect Sentiment Classification.

[BibT_eX]

[DOI]

Chenhua Chen

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Online Back-Parsing for AMR-to-Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Making the Best Use of Review Summary for Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Semantic Role Labeling with Heterogeneous Syntactic Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Sentiment Forecasting in Dialog.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Layer-Wise Multi-View Learning for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Does Chinese BERT Encode Word Structure?

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

AMR Parsing with Latent Structural Information.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Multiscale Collaborative Deep Models for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Structural Information Preserving for Graph-to-Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Multi-Cell Compositional LSTM for NER Domain Adaptation.

[BibT_eX]

[DOI]

Chen Jia

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

DRTS Parsing with Structure-Aware Encoding and Decoding.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

MuTual: A Dataset for Multi-Turn Dialogue Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Evaluating Commonsense in Pre-Trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Multi-Point Semantic Representation for Intent Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

FAS-Net: Construct Effective Features Adaptively for Multi-Scale Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Relation Extraction Exploiting Full Dependency Forests.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Latent Emotion Memory for Multi-Label Emotion Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

DeepClue: Visual Interpretation of Text-Based Deep Stock Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

TEND: A Target-Dependent Representation Learning Framework for News Document.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Semantic Neural Machine Translation using AMR.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2019

Sentiment-aware volatility forecasting.

[BibT_eX]

[DOI]

Frank Z. Xing

Erik Cambria

Knowl. Based Syst., 2019

Multi-task and multi-view training for end-to-end relation extraction.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Using Dynamic Embeddings to Improve Static Embeddings.

[BibT_eX]

[DOI]

CoRR, 2019

Exploring Hierarchical Interaction Between Review and Summary for Better Sentiment Analysis.

[BibT_eX]

[DOI]

Sen Yang

CoRR, 2019

Duality Regularization for Unsupervised Bilingual Lexicon Induction.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Word Embeddings with Domain Awareness.

[BibT_eX]

[DOI]

CoRR, 2019

Shared-Private LSTM for Multi-domain Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Domain Representation for Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Learning Domain Invariant Word Representations for Parsing Domain Adaptation.

[BibT_eX]

[DOI]

Xiuming Qiao

Tiejun Zhao

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Overview of the NLPCC 2019 Shared Task: Cross-Domain Dependency Parsing.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Improving Cross-Domain Chinese Word Segmentation with Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Subword Encoding in Lattice LSTM for Chinese Word Segmentation.

[BibT_eX]

[DOI]

Shuailong Liang

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Code-Switching for Enhancing NMT with Pre-Specified Translation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Bend Detection of Bridge Chords in UAV Images via Region-Based Deep Semantic Segmentation Network.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Extracting Entities and Events as a Single Task Using a Transition-Based Neural Model.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Investigating Lexical and Semantic Cognition by Using Neural Network to Encode and Decode Brain Imaging.

[BibT_eX]

[DOI]

Lu Cao

Proceedings of the Human Brain and Artificial Intelligence - First International Workshop, 2019

Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Syntax-Enhanced Self-Attention-Based Semantic Role Labeling.

[BibT_eX]

[DOI]

Rui Wang

Luo Si

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Leveraging Dependency Forest for Neural Medical Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

A Pilot Study for Chinese SQL Semantic Parsing.

[BibT_eX]

[DOI]

Qingkai Min

Yuefeng Shi

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Contrastive Attention Mechanism for Abstractive Sentence Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Hierarchically-Refined Label Attention Network for Sequence Labeling.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Domain Adaptive Neural Sentence Compression by Tree Cutting.

[BibT_eX]

[DOI]

Litton J. Kurisinkel

Vasudeva Varma

Proceedings of the Advances in Information Retrieval, 2019

SUDA-Alibaba at MRP 2019: Graph-Based Models with BERT.

[BibT_eX]

[DOI]

Proceedings of the Shared Task on Cross-Framework Meaning Representation Parsing at the 2019 Conference on Natural Language Learning, 2019

Multi-Granular Text Encoding for Self-Explaining Categorization.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2019

Tree Communication Models for Sentiment Analysis.

[BibT_eX]

[DOI]

Yuan Zhang

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Latent Variable Sentiment Grammar.

[BibT_eX]

[DOI]

Liwen Zhang

Kewei Tu

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Leveraging Local and Global Patterns for Self-Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Does it Make Sense? And Why? A Pilot Study for Sense Making and Explanation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Open Domain Event Extraction Using Neural Latent Variable Models.

[BibT_eX]

[DOI]

Xiao Liu

Heyan Huang

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Cross-Domain NER using Cross-Domain Language Modeling.

[BibT_eX]

[DOI]

Chen Jia

Liang Xiao

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

A Neural Network Approach to Verb Phrase Ellipsis Resolution.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks.

[BibT_eX]

[DOI]

Shuailong Liang

Olivia Nicol

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Transition-Based Neural Word Segmentation Using Word-Level Features.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2018

Frame-Based Representation for Event Detection on Twitter.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2018

Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Learning How to Self-Learn: Enhancing Self-Training Using Neural Reinforcement Learning.

[BibT_eX]

[DOI]

Chenhua Chen

CoRR, 2018

PE-TU Participation at TAC 2018 Drug-Drug Interaction Extraction from Drug Labels.

[BibT_eX]

[DOI]

Proceedings of the 2018 Text Analysis Conference, 2018

Leveraging Context Information for Natural Question Generation.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Learning Domain Representation for Multi-Domain Sentiment Classification.

[BibT_eX]

[DOI]

Qi Liu

Jiangming Liu

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Mining Evidences for Concept Stock Recommendation.

[BibT_eX]

[DOI]

Qi Liu

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Cross-lingual Terminology Extraction for Translation Quality Estimation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Neural Transition-based Syntactic Linearization.

[BibT_eX]

[DOI]

Daniel Gildea

Proceedings of the 11th International Conference on Natural Language Generation, 2018

Joint Extraction of Entities and Relations Based on a Novel Graph Scheme.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Event Factuality Identification via Generative Adversarial Networks with Auxiliary Classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Learning How to Self-Learn: Enhancing Self-Training Using Neural Reinforcement Learning.

[BibT_eX]

[DOI]

Chenhua Chen

Yuze Gao

Proceedings of the 2018 International Conference on Asian Language Processing, 2018

N-ary Relation Extraction using Graph-State LSTM.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Design Challenges and Misconceptions in Neural Sequence Labeling.

[BibT_eX]

[DOI]

Shuailong Liang

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Two Local Models for Neural Constituent Parsing.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Linked Document Classification by Network Representation Learning.

[BibT_eX]

[DOI]

Liying Zhang

Yao Liu

Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2018

Chinese NER Using Lattice LSTM.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Sentence-State LSTM for Text Representation.

[BibT_eX]

[DOI]

Qi Liu

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

YEDDA: A Lightweight Collaborative Text Span Annotation Tool.

[BibT_eX]

[DOI]

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

NCRF++: An Open-source Neural Sequence Labeling Toolkit.

[BibT_eX]

[DOI]

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

A Rank-Based Similarity Metric for Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

A Graph-to-Sequence Model for AMR-to-Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Improved English to Russian Translation by Neural Suffix Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Multi-Modal Multi-Task Learning for Automatic Dietary Assessment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Head-Lexicalized Bidirectional Tree LSTMs.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2017

A Neural Probabilistic Structured-Prediction Method for Transition-Based Natural Language Processing.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2017

YEDDA: A Lightweight Collaborative Text Span Annotation Tool.

[BibT_eX]

[DOI]

CoRR, 2017

Improving Shift-Reduce Phrase-Structure Parsing with Constituent Boundary Information.

[BibT_eX]

[DOI]

Comput. Intell., 2017

A transition-based joint model for disease named entity recognition and normalization.

[BibT_eX]

[DOI]

Bioinform., 2017

Neural Reranking for Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Dependency Parsing with Partial Annotations: An Empirical Comparison.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Abstractive Multi-document Summarization by Partial Tree Extraction, Recombination and Linearization.

[BibT_eX]

[DOI]

Litton J. Kurisinkel

Vasudeva Varma

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Implicit Syntactic Features for Target-dependent Sentiment Analysis.

[BibT_eX]

[DOI]

Yuze Gao

Tong Xiao

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Deep Learning in Lexical Analysis and Parsing.

[BibT_eX]

[DOI]

Wanxiang Che

Proceedings of the IJCNLP 2017, Taipei, Taiwan, November 27, 2017

A Neural Model for Joint Event Detection and Summarization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

DDoS Event Forecasting using Twitter Data.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

CBOS: Continuos bag of sentences for learning sentence embeddings.

[BibT_eX]

[DOI]

Ye Yuan

Proceedings of the 2017 International Conference on Asian Language Processing, 2017

Supervised learning for robust term extraction.

[BibT_eX]

[DOI]

Yu Yuan

Jie Gao

Proceedings of the 2017 International Conference on Asian Language Processing, 2017

Joint bi-affine parsing and semantic role labeling.

[BibT_eX]

[DOI]

Peng Shi

Proceedings of the 2017 International Conference on Asian Language Processing, 2017

Semantic-frame representation for event detection on Twitter.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Asian Language Processing, 2017

Word-Context Character Embeddings for Chinese Word Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

End-to-End Neural Relation Extraction with Global Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Integrating Order Information and Event Relation for Script Event Prediction.

[BibT_eX]

[DOI]

Ching-Yun Chang

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Opinion Recommendation Using A Neural Model.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Transition-Based Disfluency Detection using LSTMs.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Transition-Based Deep Input Linearization.

[BibT_eX]

[DOI]

Ratish Puduppully

Manish Shrivastava

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Attention Modeling for Targeted Sentiment.

[BibT_eX]

[DOI]

Jiangming Liu

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring.

[BibT_eX]

[DOI]

Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

Neural Word Segmentation with Rich Pretraining.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Universal Dependencies Parsing for Colloquial Singaporean English.

[BibT_eX]

[DOI]

Hongmin Wang

GuangYong Leonard Chan

Hai Leong Chieu

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

AMR-to-text Generation with Synchronous Node Replacement Grammar.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

Enhancing Shift-Reduce Constituent Parsing with Action N-Gram Model.

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016

Hyperbolic Dependency Tree Visualization for Parser Evaluation.

[BibT_eX]

[DOI]

Le Wang

Lei Shi

Int. J. Softw. Informatics, 2016

Bidirectional Tree-Structured LSTM with Head Lexicalization.

[BibT_eX]

[DOI]

CoRR, 2016

Training Dependency Parsers with Partial Annotation.

[BibT_eX]

[DOI]

CoRR, 2016

Exploiting meta features for dependency parsing and part-of-speech tagging.

[BibT_eX]

[DOI]

Artif. Intell., 2016

Transition-Based Syntactic Linearization with Lookahead Features.

[BibT_eX]

[DOI]

Ratish Puduppully

Manish Shrivastava

Proceedings of the NAACL HLT 2016, 2016

Expectation-Regulated Neural Model for Event Mention Extraction.

[BibT_eX]

[DOI]

Ching-Yun Chang

Proceedings of the NAACL HLT 2016, 2016

Evaluating a Deterministic Shift-Reduce Neural Parser for Constituent Parsing.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

LibN3L: A Lightweight Package for Neural NLP.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Multi-prototype Chinese Character Embedding.

[BibT_eX]

[DOI]

Yanan Lu

Dong-Hong Ji

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Joint Models for Extracting Adverse Drug Events from Biomedical Text.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Bag-of-Embeddings for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Context-Sensitive Lexicon Features for Neural Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

AMR-to-text generation as a Traveling Salesman Problem.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Exploiting Mutual Benefits between Syntax and Semantic Roles using Neural Network.

[BibT_eX]

[DOI]

Peng Shi

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Automatic Features for Essay Scoring - An Empirical Study.

[BibT_eX]

[DOI]

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Neural Network for Heterogeneous Annotations.

[BibT_eX]

[DOI]

Hongshen Chen

Qun Liu

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Tweet Sarcasm Detection Using Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

Distance Metric Learning for Aspect Phrase Grouping.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

A Bilingual Attention Network for Code-switched Emotion Prediction.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

Deceptive Opinion Spam Detection Using Neural Network.

[BibT_eX]

[DOI]

Yafeng Ren

Proceedings of the COLING 2016, 2016

Knowledge-Driven Event Embedding for Stock Prediction.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

Measuring the Information Content of Financial News.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

Combining Discrete and Neural Features for Sequence Labeling.

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

A Search-Based Dynamic Reranking Model for Dependency Parsing.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Transition-Based Neural Word Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Don't Count, Predict! An Automatic Approach to Learning Sentiment Lexicons for Short Text.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Active Learning for Dependency Parsing with Partial Annotation.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Gated Neural Networks for Targeted Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Improving Twitter Sentiment Classification Using Topic-Enriched Multi-Prototype Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Context-Sensitive Twitter Sentiment Classification Using Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Dependency Tree Representations of Predicate-Argument Structures.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Joint Word Segmentation, POS-Tagging and Syntactic Chunking.

[BibT_eX]

[DOI]

Chen Lyu

Donghong Ji

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

An Introduction to Python and Computer Programming

[BibT_eX]

[DOI]

Lecture Notes in Electrical Engineering 353, Springer, ISBN: 978-981-287-609-6, 2015

Distributed Feature Representations for Dependency Parsing.

[BibT_eX]

[DOI]

Wenliang Chen

Min Zhang

IEEE ACM Trans. Audio Speech Lang. Process., 2015

Discriminative Syntax-Based Word Ordering for Text Generation.

[BibT_eX]

[DOI]

Comput. Linguistics, 2015

Transition-Based Syntactic Linearization.

[BibT_eX]

[DOI]

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Target-Dependent Twitter Sentiment Classification with Rich Automatic Features.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Deep Learning for Event-Driven Stock Prediction.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Neural Networks for Open Domain Targeted Sentiment.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Combining Discrete and Continuous Features for Deterministic Transition-based Dependency Parsing.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining.

[BibT_eX]

[DOI]

Yanan Lu

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A Transition-based Model for Joint Segmentation, POS-tagging and Normalization.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

An Empirical Comparison Between N-gram and Syntactic Language Models for Word Ordering.

[BibT_eX]

[DOI]

Jiangming Liu

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

Event-Driven Headline Generation.

[BibT_eX]

[DOI]

Word Segmentation for Chinese Novels.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

ViZPar: A GUI for ZPar with Manual Feature Selection.

[BibT_eX]

[DOI]

Isabel Ortiz

Miguel Ballesteros

Proces. del Leng. Natural, 2014

Automatic early defects detection in use case documents.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE International Conference on Automated Software Engineering, 2014

Syntactic SMT Using a Discriminative Text Generation Model.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

ZORE: A Syntax-based System for Chinese Open Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Using Structured Events to Predict Stock Price Movement: An Empirical Investigation.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging.

[BibT_eX]

[DOI]

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Multi-view Chinese Treebanking.

[BibT_eX]

[DOI]

Proceedings of the COLING 2014, 2014

Feature Embedding for Dependency Parsing.

[BibT_eX]

[DOI]

Wenliang Chen

Min Zhang

Proceedings of the COLING 2014, 2014

A Semantics Oriented Grammar for Chinese Treebanking.

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2014

Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding.

[BibT_eX]

[DOI]

Ting Liu

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Character-Level Chinese Dependency Parsing.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Shift-Reduce CCG Parsing with a Dependency Model.

[BibT_eX]

[DOI]

Wenduan Xu

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Punctuation Processing for Projective Dependency Parsing.

[BibT_eX]

[DOI]

Ji Ma

Jingbo Zhu

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Tagging The Web: Building A Robust Web Tagger with Neural Network.

[BibT_eX]

[DOI]

Ji Ma

Jingbo Zhu

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

On WordNet Semantic Classes and Dependency Parsing.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Joint Morphological Generation and Syntactic Linearization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Feature-Rich Segment-Based News Event Detection on Twitter.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Partial-Tree Linearization: Generalized Word Ordering for Text Synthesis.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Semi-Supervised Feature Transformation for Dependency Parsing.

[BibT_eX]

[DOI]

Wenliang Chen

Min Zhang

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Fast and Accurate Shift-Reduce Constituent Parsing.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Chinese Parsing Exploiting Characters.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

Learning to Prune: Context-Sensitive Pruning for Syntactic MT.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012

Syntax-Based Word Ordering Incorporating a Large-Scale Language Model.

[BibT_eX]

[DOI]

Graeme W. Blackwood

Proceedings of the EACL 2012, 2012

Analyzing the Effect of Global Learning and Beam-Search on Transition-Based Dependency Parsing.

[BibT_eX]

[DOI]

Joakim Nivre

Proceedings of the COLING 2012, 2012

Unsupervised Domain Adaptation for Joint Segmentation and POS-Tagging.

[BibT_eX]

[DOI]

Yang Liu

Proceedings of the COLING 2012, 2012

2011

Syntactic Processing Using the Generalized Perceptron and Beam Search.

[BibT_eX]

[DOI]

Comput. Linguistics, 2011

Syntax-Based Grammaticality Improvement using CCG and Guided Search.

[BibT_eX]

[DOI]

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Transition-based Dependency Parsing with Rich Non-local Features.

[BibT_eX]

[DOI]

Joakim Nivre

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

Shift-Reduce CCG Parsing.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Recent Advances in Dependency Parsing.

[BibT_eX]

[DOI]

Qin Iris Wang

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, June 1, 2010, Los Angeles, California, USA, 2010

A Fast Decoder for Joint Word Segmentation and POS-Tagging Using a Single Discriminative Model.

[BibT_eX]

[DOI]

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Chart Pruning for Fast Lexicalised-Grammar Parsing.

[BibT_eX]

[DOI]

Byung-Gyu Ahn