Xipeng Xu Yanfei Qiu
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Xipeng Xu Yanfei Qiucomputer-science Degrees
Computer Science
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Computational Linguistics
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Machine Learning
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Artificial Intelligence
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Computer Science
Xipeng Xu Yanfei Qiu's Degrees
- PhD Computer Science University of California, San Diego
- Masters Computer Science University of California, San Diego
- Bachelors Computer Science Peking University
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(Suggest an Edit or Addition)Xipeng Xu Yanfei Qiu's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Recurrent Neural Network for Text Classification with Multi-Task Learning (2016) (994)
- How to Fine-Tune BERT for Text Classification? (2019) (897)
- Pre-trained models for natural language processing: A survey (2020) (735)
- Adversarial Multi-task Learning for Text Classification (2017) (496)
- Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (2019) (390)
- BERT-ATTACK: Adversarial Attack against BERT Using BERT (2020) (302)
- Extractive Summarization as Text Matching (2020) (257)
- Convolutional Neural Tensor Network Architecture for Community-Based Question Answering (2015) (247)
- Long Short-Term Memory Neural Networks for Chinese Word Segmentation (2015) (240)
- A Survey of Transformers (2021) (225)
- Pre-Trained Models: Past, Present and Future (2021) (216)
- Reinforced Mnemonic Reader for Machine Reading Comprehension (2017) (204)
- FLAT: Chinese NER Using Flat-Lattice Transformer (2020) (197)
- Heterogeneous Graph Neural Networks for Extractive Document Summarization (2020) (169)
- Adversarial Multi-Criteria Learning for Chinese Word Segmentation (2017) (167)
- GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge (2019) (163)
- TENER: Adapting Transformer Encoder for Named Entity Recognition (2019) (150)
- Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents (2015) (145)
- Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification (2016) (143)
- Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation (2019) (136)
- Searching for Effective Neural Extractive Summarization: What Works and What’s Next (2019) (113)
- Gated Recursive Neural Network for Chinese Word Segmentation (2015) (112)
- Knowledge Graph Representation with Jointly Structural and Textual Encoding (2016) (110)
- A Unified Generative Framework for Various NER Subtasks (2021) (103)
- Star-Transformer (2019) (98)
- Learning Context-Sensitive Word Embeddings with Neural Tensor Skip-Gram Model (2015) (97)
- QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization (2021) (93)
- Recurrent Neural Network for Text Classification with MultiTask Learning (2016) (85)
- CoLAKE: Contextualized Language and Knowledge Embedding (2020) (84)
- Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information (2020) (80)
- Meta Multi-Task Learning for Sequence Modeling (2018) (78)
- A Unified Generative Framework for Aspect-based Sentiment Analysis (2021) (78)
- Learning Topical Translation Model for Microblog Hashtag Suggestion (2013) (77)
- Does syntax matter? A strong baseline for Aspect-based Sentiment Analysis with RoBERTa (2021) (76)
- Reinforced Mnemonic Reader for Machine Comprehension (2017) (73)
- Implicit Discourse Relation Detection via a Deep Architecture with Gated Relevance Network (2016) (71)
- FudanNLP: A Toolkit for Chinese Natural Language Processing (2013) (71)
- Toward Diverse Text Generation with Inverse Reinforcement Learning (2018) (68)
- Deep Fusion LSTMs for Text Semantic Matching (2016) (67)
- Learning Sparse Sharing Architectures for Multiple Tasks (2019) (56)
- Neural Sentence Ordering (2016) (55)
- End-to-End Neural Sentence Ordering Using Pointer Network (2016) (53)
- Information Aggregation via Dynamic Routing for Sequence Encoding (2018) (53)
- Investigating Language Universal and Specific Properties in Word Embeddings (2016) (53)
- BP-Transformer: Modelling Long-Range Context via Binary Partitioning (2019) (52)
- TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing (2021) (52)
- Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation (2020) (52)
- CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation (2021) (49)
- Modelling Interaction of Sentence Pair with Coupled-LSTMs (2016) (47)
- A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network (2015) (45)
- Deep Multi-Task Learning with Shared Memory for Text Classification (2016) (44)
- U-Net: Machine Reading Comprehension with Unanswerable Questions (2018) (43)
- Paradigm Shift in Natural Language Processing (2021) (42)
- Deep Multi-Task Learning with Shared Memory (2016) (40)
- Mnemonic Reader for Machine Comprehension (2017) (40)
- Improving Image Captioning with Better Use of Caption (2020) (38)
- Black-Box Tuning for Language-Model-as-a-Service (2022) (38)
- Multi-Scale Self-Attention for Text Classification (2019) (34)
- Analyzing Linguistic Knowledge in Sequential Model of Sentence (2016) (34)
- Face recognition by stepwise nonparametric margin maximum criterion (2005) (34)
- A Closer Look at Data Bias in Neural Extractive Summarization Models (2019) (33)
- Towards Diverse Text Generation with Inverse Reinforcement Learning (2018) (32)
- Dynamic Compositional Neural Networks over Tree Structure (2017) (30)
- Sentence Modeling with Gated Recursive Neural Network (2015) (30)
- Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning (2021) (28)
- Switch-LSTMs for Multi-Criteria Chinese Word Segmentation (2018) (27)
- A Feature-Enriched Neural Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging (2016) (26)
- Exploring Domain Shift in Extractive Text Summarization (2019) (26)
- Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks (2018) (25)
- Overview of the NLPCC-ICCPOL 2016 Shared Task: Chinese Word Segmentation for Micro-Blog Texts (2016) (25)
- Hierarchical Text Classification with Latent Concepts (2011) (25)
- Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method (2018) (25)
- A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing (2019) (24)
- CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training (2020) (24)
- GenWiki: A Dataset of 1.3 Million Content-Sharing Text and Graphs for Unsupervised Graph-to-Text Generation (2020) (23)
- Hierarchical Multi-Label Text Categorization with Global Margin Maximization (2009) (22)
- A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder (2019) (19)
- Learning Multi-Task Communication with Message Passing for Sequence Learning (2019) (19)
- Nearest Neighbor Discriminant Analysis (2006) (19)
- Enhancing Scientific Papers Summarization with Citation Graph (2021) (18)
- Joint Chinese Word Segmentation and POS Tagging on Heterogeneous Annotated Corpora with Multiple Task Learning (2013) (18)
- TAVAT: Token-Aware Virtual Adversarial Training for Language Understanding. (2020) (18)
- Feature Selection Based on a New Dependency Measure (2008) (18)
- Co-Attention Memory Network for Multimodal Microblog's Hashtag Recommendation (2019) (18)
- Joint Parsing and Generation for Abstractive Summarization (2019) (18)
- Towards Efficient NLP: A Standard Evaluation and A Strong Baseline (2021) (17)
- KNN-Contrastive Learning for Out-of-Domain Intent Classification (2022) (17)
- Stepwise Nearest Neighbor Discriminant Analysis (2005) (16)
- DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks (2019) (16)
- VCWE: Visual Character-Enhanced Word Embeddings (2019) (16)
- Latent Semantic Tensor Indexing for Community-based Question Answering (2013) (16)
- Sequence Labeling With Deep Gated Dual Path CNN (2019) (15)
- Accelerating BERT Inference for Sequence Labeling via Early-Exit (2021) (15)
- Early Exiting with Ensemble Internal Classifiers (2021) (15)
- Overview of the NLPCC 2015 Shared Task: Chinese Word Segmentation and POS Tagging for Micro-blog Texts (2015) (15)
- Finding Sparse Structures for Domain Specific Neural Machine Translation (2021) (14)
- Convolutional Deep Neural Networks for Document-Based Question Answering (2016) (14)
- Contrast and Generation Make BART a Good Dialogue Emotion Recognizer (2021) (13)
- Gaussian Word Embedding with a Wasserstein Distance Loss (2018) (13)
- DAG-based Long Short-Term Memory for Neural Word Segmentation (2017) (13)
- Token-Aware Virtual Adversarial Training in Natural Language Understanding (2021) (13)
- BERT for Monolingual and Cross-Lingual Reverse Dictionary (2020) (13)
- Contrastive Aligned Joint Learning for Multilingual Summarization (2021) (13)
- Text Classification with Document Embeddings (2014) (13)
- An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems (2020) (13)
- Idiom-Aware Compositional Distributed Semantics (2017) (13)
- Convolutional Interaction Network for Natural Language Inference (2018) (13)
- Neural Arithmetic Expression Calculator (2018) (13)
- Exploring Shared Structures and Hierarchies for Multiple NLP Tasks (2018) (13)
- Syntax-guided text generation via graph neural network (2021) (12)
- A New Psychometric-inspired Evaluation Metric for Chinese Word Segmentation (2016) (12)
- DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models (2022) (12)
- TextAT: Adversarial Training for Natural Language Understanding with Token-Level Perturbation (2020) (11)
- Multi-Criteria Chinese Word Segmentation with Transformer (2019) (11)
- Bridging LSTM Architecture and the Neural Dynamics during Reading (2016) (11)
- Low-Rank and Locality Constrained Self-Attention for Sequence Modeling (2019) (11)
- Overview of the NLPCC 2017 Shared Task: Chinese News Headline Categorization (2017) (11)
- SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check (2021) (11)
- Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning (2021) (11)
- Pre-training with Meta Learning for Chinese Word Segmentation (2021) (10)
- Detecting Hedge Cues and their Scopes with Average Perceptron (2010) (10)
- CoNT: Contrastive Neural Text Generation (2022) (10)
- Unified Multi-Criteria Chinese Word Segmentation with BERT (2020) (10)
- A medical image color correction method base on supervised color constancy (2008) (10)
- Gaussian Mixture Embeddings for Multiple Word Prototypes (2015) (9)
- Relation of the Relations: A New Paradigm of the Relation Extraction Problem (2020) (9)
- KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier (2021) (9)
- RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization (2021) (9)
- Two-dimensional nearest neighbor discriminant analysis (2007) (9)
- Nonparametric maximum margin criterion for face recognition (2005) (9)
- Boosting image classification scheme (2004) (8)
- Are Factuality Checkers Reliable? Adversarial Meta-evaluation of Factuality in Summarization (2021) (8)
- AutoRC: Improving BERT Based Relation Classification Models via Architecture Search (2020) (7)
- Acupuncture for cancer-related insomnia: A systematic review and meta-analysis. (2022) (7)
- fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP (2020) (7)
- Transition-based Dependency Parsing Using Two Heterogeneous Gated Recursive Neural Networks (2015) (7)
- Automatic Corpus Expansion for Chinese Word Segmentation by Exploiting the Redundancy of Web Information (2014) (7)
- Fork or Fail: Cycle-Consistent Training with Many-to-One Mappings (2020) (7)
- CodeRetriever: Unimodal and Bimodal Contrastive Learning (2022) (7)
- An Effective Feature Selection Method for Text Categorization (2011) (7)
- P: A Plan-and-Pretrain Approach for Knowledge Graph-to-Text Generation (7)
- Multi-task Learning over Graph Structures (2018) (6)
- Question Answering for Machine Reading with Lexical Chain (2011) (6)
- Chinese Word Segmentation via BiLSTM+Semi-CRF with Relay Node (2020) (6)
- Mnemonic Reader: Machine Comprehension with Iterative Aligning and Multi-hop Answer Pointing (2017) (6)
- Adaptive Semantic Compositionality for Sentence Modelling (2017) (6)
- A Unified Model for Joint Chinese Word Segmentation and Dependency Parsing (2019) (6)
- Joint Segmentation and Tagging with Coupled Sequences Labeling (2012) (6)
- End-to-End Neural Text Classification for Tibetan (2017) (6)
- Info-margin maximization for feature extraction (2009) (5)
- Learning Semantic Lexicons Using Graph Mutual Reinforcement Based Bootstrapping (2008) (5)
- Updated Review of Nuclear Molecular Imaging of Thyroid Cancers. (2021) (5)
- FDUQA on TREC 2007 QA Track (2007) (5)
- AutoTrans: Automating Transformer Design via Reinforced Architecture Search (2020) (5)
- Finding Sparse Structure for Domain Specific Neural Machine Translation (2020) (5)
- A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation (2022) (5)
- Generating Adversarial Examples in Chinese Texts Using Sentence-Pieces (2020) (4)
- Learning Word Embeddings from Intrinsic and Extrinsic Views (2016) (4)
- Discovering logical knowledge for deep question answering (2012) (4)
- TURNER: The Uncertainty-based Retrieval Framework for Chinese NER (2022) (4)
- Interaction Chinese question answering system in medicine diagnosis (2008) (4)
- A Long Dependency Aware Deep Architecture for Joint Chinese Word Segmentation and POS Tagging (2016) (4)
- CoLo: A Contrastive Learning Based Re-ranking Framework for One-Stage Summarization (2022) (4)
- Part-of-Speech Tagging for Chinese-English Mixed Texts with Dynamic Features (2012) (4)
- BBTv2: Pure Black-Box Optimization Can Be Comparable to Gradient Descent for Few-Shot Learning (2022) (3)
- Transition-Based Dependency Parsing with Long Distance Collocations (2015) (3)
- Color constancy model based on topology resolve-map in medical image processing (2007) (3)
- Towards More Effective and Economic Sparsely-Activated Model (2021) (3)
- MarkBERT: Marking Word Boundaries Improves Chinese BERT (2022) (3)
- A Fast Accurate Two-stage Training Algorithm for L1-regularized CRFs with Heuristic Line Search Strategy (2011) (3)
- Hyper-Gated Recurrent Neural Networks for Chinese Word Segmentation (2017) (3)
- BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation (2022) (3)
- “Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction (2022) (3)
- A Unified Model for Joint Chinese Word Segmentation and POS Tagging with Heterogeneous Annotation Corpora (2013) (3)
- Dual-axial self-attention network for text classification (2021) (3)
- What Dense Graph Do You Need for Self-Attention? (2022) (2)
- A Simple yet Effective Joint Training Method for Cross-Lingual Universal Dependency Parsing (2018) (2)
- Null space-based LDA with weighted dual personal subspaces for face recognition (2005) (2)
- CodeRetriever: Unimodal and Bimodal Contrastive Learning for Code Search (2022) (2)
- Primary squamous cell carcinoma of the pancreas with a large pseudocyst of the pancreas as the first manifestation: a rare case report and literature review (2021) (2)
- Adaptive Chinese Word Segmentation with Online Passive-Aggressive Algorithm (2010) (2)
- Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts (2022) (2)
- fastHan: A BERT-based Joint Many-Task Toolkit for Chinese NLP (2020) (2)
- Domain Adaptation for Conditional Random Fields (2008) (2)
- Y-Tuning: An Efficient Tuning Paradigm for Large-Scale Pre-Trained Models via Label Representation Learning (2022) (2)
- Syntax-based Attention Model for Natural Language Inference (2016) (2)
- Bagging to find better expansion words (2010) (1)
- {\cal P^2} : A Plan-and-Pretrain Approach for Knowledge Graph-to-Text Generation (2020) (1)
- Searching Effective Transformer for Seq2Seq Keyphrase Generation (2021) (1)
- Discovering New Intents Using Latent Variables (2022) (1)
- Online Distributed Passive-Aggressive Algorithm for Structured Learning (2013) (1)
- Sex difference in response to non-small cell lung cancer immunotherapy: an updated meta-analysis (2022) (1)
- KLNCC: A new nonlinear correlation clustering algorithm based on KL-divergence (2008) (1)
- Recognizing Inference in Texts with Markov Logic Networks (2012) (1)
- Can computers understand words like humans do? Comparable semantic representation in neural and computer systems (2019) (1)
- BBTv2: Towards a Gradient-Free Future with Large Language Models (2022) (1)
- A Unified Generative Framework based on Prompt Learning for Various Information Extraction Tasks (2022) (1)
- Multi-Task Pre-Training of Modular Prompt for Few-Shot Learning (2022) (1)
- Labelwise Margin Maximization for Sequence Labeling (2011) (0)
- General Anesthesia Versus Regional Anesthesia in the Elderly Patients Undergoing Hip Fracture Surgeries: A Systematic Review and Meta-Analysis of Randomized Clinical Trials (2023) (0)
- Question identification in Chinese micro-texts (2013) (0)
- An Open-World Lottery Ticket for Out-of-Domain Intent Classification (2022) (0)
- Rethinking Label Smoothing on Multi-hop Question Answering (2022) (0)
- Research on the Influencing Factors of Establishing Buyout Fund And Value Creation Benefits (2021) (0)
- [Study on the efficacy of hepatitis B virus vaccination and its influencing factors among children in rural area of Jiangsu province]. (2007) (0)
- Text information aggregation with centrality attention (2020) (0)
- Triplet-Based Chinese Word Sense Induction (2010) (0)
- Electroacupuncture Improves Depression-Like Behavior by Regulating the Abundance of Lactobacillus and Staphylococci in Mice. (2023) (0)
- Effects of the Implementation of Intelligent Technology for Hand Hygiene in Hospitals: A Systematic Review and Meta-analysis (Preprint) (2022) (0)
- Answering Definition Question: Ranking for Top-k (2008) (0)
- Pre-trained Model for Chinese Word Segmentation with Meta Learning (2020) (0)
- Diagnosis and Treatment of Acute Pleural Effusion following Radioiodine Remnant Ablation Post Lobectomy for Thyroid Cancer (2022) (0)
- FudanNLP at RITE 2011: a Shallow Semantic Approach to Textual Entailment (2011) (0)
- Face recognition by stepwise nonparametric margin maximum criterion (2005) (0)
- Mining Uncertain Sentences with Multiple Instance Learning (2010) (0)
- High-density interpolation using in optimizing correlated color temperature calculation (2019) (0)
- Isolated aberrant right subclavian artery: an underlying clue for genetic anomalies. (2023) (0)
- Learning to Teach with Student Feedback (2021) (0)
- Learning to Rank Answers for Definitional Question Answering (2015) (0)
- Face recognition with info-margin maximization (2009) (0)
- Accumulate evidence for IP-10 in diagnosing pulmonary tuberculosis (2020) (0)
- 2019 Formatting Instructions for Authors Using LaTeX (2017) (0)
- The efficacy of intraoperative ultrasonography⁃assisted microinvasive cisterna magna reconstruction for Chiari malformation typeIwith syringomyelia (2012) (0)
- Accumulate evidence for IP-10 in diagnosing pulmonary tuberculosis (2020) (0)
- Feature Abstraction for Lightweight and Accurate Chinese Word Segmentation (2013) (0)
- Accumulate evidence for IP-10 in diagnosing pulmonary tuberculosis CURRENT (2020) (0)
- BART-Reader: Predicting Relations Between Entities via Reading Their Document-Level Context Information (2022) (0)
- Learning Multi-Task Communication with Message Passing (2019) (0)
- An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition (2022) (0)
- The fabrication of grinding wheels with 3-dimensional controllable abrasives arrangement using stereolithography apparatus method (2018) (0)
- Tuberculosis-specific antigen stimulated and unstimulated interferon-γ for tuberculous meningitis diagnosis: A systematic review and meta-analysis (2022) (0)
- Top-Down Tree Structured Text Generation (2018) (0)
- Effect of Prenatal Perineal Massage on Postpartum Perineal Injury and Postpartum Complications: A Meta-Analysis (2022) (0)
- [Application of Rectal Prolapse Constipation Balloon in Single Auxiliary Defecation]. (2018) (0)
- Efficacy of endoscopic transnasal dacryocystorhinostomy by suture in the treatment of acute dacryocystitis as early as possible (2015) (0)
- Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator (2022) (0)
- Effects of hysterosalpingo-contrast sonography examination on endometrial receptivity among women with unexplained infertility (2022) (0)
- Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning (2022) (0)
- Epigenetic Targets and Their Inhibitors in Thyroid Cancer Treatment (2023) (0)
- BiLSTM Domain Attention Task Attention x ŷ ( DC ) ŷ ( k ) Domain Classifier Task Classifier (2018) (0)
- Analysis of definition of culprits′program selective right and its due process (2007) (0)
- Towards Collaborative Question Answering: A Preliminary Study (2022) (0)
- Accumulate evidence for IP-10 in diagnosing pulmonary tuberculosis (2020) (0)
- Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding (2022) (0)
- Implicit discourse relation detection using concatenated word embeddings and a gated relevance network (2019) (0)
- Effects of Hand Hygiene Intelligent Technology Implementation in Hospitals: A Systematic Review and Meta-analysis (Preprint) (2022) (0)
- Rebuild and Ensemble: Exploring Defense Against Text Adversaries (2022) (0)
- Effectiveness and safety of single-port laparoscopic appendectomy: A meta-analysis (2015) (0)
- Chinese Word Segmentation with Character Abstraction (2013) (0)
- Deformable Stacked Structure for Named Entity Recognition (2018) (0)
- Initial or salvage treatment with apatinib shows promise against radioiodine-refractory differentiated thyroid carcinoma (2022) (0)
- Text information aggregation with centrality attention (2021) (0)
- Improving Multi-pass Transition-Based Dependency Parsing Using Enhanced Shift Actions (2014) (0)
- TextAT: Adversarial Training with Token-Aware Perturbation for Natural Language Understanding (2020) (0)
- Dialogue Meaning Representation for Task-Oriented Dialogue Systems (2022) (0)
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Xipeng Xu Yanfei Qiu is affiliated with the following schools: