- Attention-based LSTM for Aspect-level Sentiment Classification(emnlp2016)
- Effective LSTMs for Target-Dependent Sentiment Classfifcation(COLING 2016)
- Recurrent Attention Network on Memory for Aspect Sentiment Analysis(emnlp2017)
- Learning to Attend via Word-Aspect Associative Fusion for Aspect-Based Sentiment Analysis
- IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis(emnlp2018
- An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis(acl2019)
- Semantic Compositionality through Recursive Matrix-Vector Spaces
- Hierarchical Attention Based Position-aware Network for Aspect-level Sentiment Analysis(CoNLL2018)
- Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification(emnlp2018)
- Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers(acl2018)
- Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis(acl2019)
- Adaptive Recursice Neural Network for Target-dependent Twitter Sentiment Classification(acl2014)
- Aspect Level Sentiment Classification with Deep Memory Network(emnlp2016)
- Interactive Attention Networks for Aspect-Level Sentiment Classfification(ijcai2017)
- Aspect Based Sentiment Analysis with Gated Convolutional Networks(acl2018)
- Refining Word Embeddings for Sentiment Analysis(emnlp2017)
- Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
- 结合自注意力机制和Tree-LSTM的情感分析模型
- 基于混合多头注意力和胶囊网络的特定目标情感分析
- Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks
- Viable Dependency Parsing as Sequence Labeling(naacl2019)
- Sequence Labeling Parsing by Learning Across Representation(acl2019)
- Efficient Third-order Dependency Parsers(acl2010)
- Dependency-Based Word Embeddings(acl2014)
- Joint Optimization for Chinese POS Tagging and Dependency Parsing( IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING 2014)
- Online Learning of Approximate Dependency Parsing Algorithms
- Online Large-Margin Training of Dependency Parsers
- Efficient Second-Order TreeCRF for Neural Dependency Parsing
- Neural Joint Model for Transition-based Chinese Syntactic Analysis
- A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing
- Graph-based Dependency Parsing with Bidirectional LSTM
- Second-Order Semantic Dependency Parsing with End-to-End Neural Networks(2019acl)
- DEEP BIAFFINE ATTENTION FOR NEURAL DEPENDENCY PARSING(ICLR2017)
- A Fast and Accurate Dependency Parser using Neural Networks
- A Top-down Model for Character-level Chinese Dependency Parsing
- Adaptation of Multilingual Transformer Encoder forRobust Enhanced Universal Dependency Parsing(acl2020)
- Stack-Pointer Networks for Dependency Parsing
- Graph-based Dependency Parsing with Graph Neural Networks
- Self-attentive Biaffine Dependency Parsing
- A Simple and Effective Dependency parser for Telugu
- 基于多特征融合编码的神经网络依存句法分析模型
名童师兄转移句法发的中文信息学报 - coling2018seq2seq dependency parsing
用生成的方法做依存句法 - A Fast Unified Model for Parsing and Sentence Understanding
基于转移的句法和文本分类一起做 - 2020aaai parsing as pretraining
垃圾论文 - 2019aclGraph-based Dependency Parsing with Graph Neural Networks
垃圾论文 - 2019ijcaiSelf-attentive Biaffine Dependency Parsing
LSTM换成selfattention都能发ijcai???
- Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge(acl2020)
- Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks
- emnlp2011-Semantic Compositionality through Recursive Matrix-Vector Spaces1
在树上合并词的语义 - 2019emnlp Improving Language Generation from Feature-Rich Tree-Structured Data with Relational Graph Convolutional Encoders
整个树做时间序列 - 2019emnlpBacteria Biotope Relation Extraction via Lexical Chains and Dependency Graphs
把树当成图,然后用图神经网络
- Original Semantics-Oriented Attention and Deep Fusion Network for Sentence Matching(emnlp2019)
- Neural Graph Matching Networks for Chinese Short Text Matching
- Syntax-Aware Attention for Natural Language Inference with Phrase-Level Matching
- Natural Language Inference by Tree-Based Convolution and Heuristic Matching
- Syntax-Aware Attention for Natural Language Inference with Phrase-Level Matching
名童师兄用短语结构树和TreeLSTM做句对分类 - 2016acl-Natural Language Inference by Tree-Based Convolution and Heuristic Matching
TreeCNN做句对分类 - Neural Tree Indexers for Text Understanding
树与树之间做交叉注意力 - Attention-Fused Deep Matching Network for Natural Language Inference
匹配多次 - 2017acl-ESIM模型-Enhanced LSTM for Natural Language Inference
经典论文交叉注意力
- ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding
- Attention Is All You Need
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
- FLAT: Chinese NER Using Flat-Lattice Transformer(acl2020)
- Design Challenges and Misconceptions in Neural Sequence Labeling
- Attentive Pooling with Learnable Norms for Text Representation
- Neural Architectures for Named Entity Recognition
- State-of-the-art Chinese Word Segmentation with Bi-LSTMs
- Convolutional Neural Networks for Sentence Classification
- Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
- Effective Approaches to Attention-based Neural Machine Translation
- A Study of Reinforcement Learning for Neural Machine Translation
- Neural Machine Translation by Jointly Learning to Align and Translate
- 2019emnlpText Level Graph Neural Network for Text Classification
- Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics
- Design Challenges and Misconceptions in Neural Sequence Labeling
- Attentive Pooling with Learnable Norms for Text Representation
- Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks
- State-of-the-art Chinese Word Segmentation with Bi-LSTMs
- Neural Architectures for Named Entity Recognition
LSTM-CRF做实体抽取 - LCQMC A Large-scale Chinese Question Matching Corpus(1)
LCQMC数据集论文 - 2014emnlpConvolutional Neural Networks for Sentence Classification
CNN文本分类经典论文 - 2016aclAttention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification
关系抽取金典论文 - 基于LSTM-Attention的中文新闻文本分类
- Effective Approaches to Attention-based Neural Machine Translation
seq2seq机器翻译金典论文 - A Study of Reinforcement Learning for Neural Machine Translation
强化学习做机器翻译 - 2016SEQUENCE LEVEL TRAINING WITH RECURRENT NEURAL NETWORKS
机器翻译训练的测试不匹配加上随机方法 - iclr2015Neural Machine Translation by Jointly Learning to Align and Translate
经典论文seq2seq机器翻译 - Multi-Task Deep Neural Networks for Natural Language Understanding
如何训练多个任务,这些任务后前后关系 - 2017-Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics
不知道好还是坏 - 2019aaaiGraph Convolutional Networks for Text Classification
句子当成节点单词也当成节点