Xinyu Dai

Orcid: 0000-0002-4139-7337

Affiliations:
  • Nanjing University, Department of Computer Science and Technology, China


According to our database1, Xinyu Dai authored at least 161 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation.
CoRR, 2024

Knowledge-aware Dual-side Attribute-enhanced Recommendation.
CoRR, 2024

Multi-Scale Protein Language Model for Unified Molecular Modeling.
CoRR, 2024

Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering.
CoRR, 2024

EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models.
CoRR, 2024

Multi-Candidate Speculative Decoding.
CoRR, 2024

2023
A Bio-Inspired Spiking Neural Network with Few-Shot Class-Incremental Learning for Gas Recognition.
Sensors, March, 2023

Label-Correction Capsule Network for Hierarchical Text Classification.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

BED: Bi-Encoder-Decoder Model for Canonical Relation Extraction.
CoRR, 2023

FOAL: Fine-grained Contrastive Learning for Cross-domain Aspect Sentiment Triplet Extraction.
CoRR, 2023

Towards Better Chain-of-Thought Prompting Strategies: A Survey.
CoRR, 2023

Dynamic Demonstrations Controller for In-Context Learning.
CoRR, 2023

ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic Corpora.
CoRR, 2023

ANP-G: A 28nm 1.04pJ/SOP Sub-mm2 Spiking and Back-propagation Hybrid Neural Network Asynchronous Olfactory Processor Enabling Few-shot Class-incremental On-chip Learning.
Proceedings of the 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2023

IDOS: A Unified Debiasing Method via Word Shuffling.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

Episode-Based Prompt Learning for Any-Shot Intent Detection.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

DRIN: Dynamic Relation Interactive Network for Multimodal Entity Linking.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

MORE: A Multimodal Object-Entity Relation Extraction Dataset with a Benchmark Evaluation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Make BERT-based Chinese Spelling Check Model Enhanced by Layerwise Attention and Gaussian Mixture Model.
Proceedings of the International Joint Conference on Neural Networks, 2023

An Empirical Study and Improvement for Speech Emotion Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2023

M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Debias NLU Datasets via Training-free Perturbations.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Local Interpretation of Transformer Based on Linear Decomposition.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

On Prefix-tuning for Lightweight Out-of-distribution Detection.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Self-Supervised Task Augmentation for Few-Shot Intent Detection.
J. Comput. Sci. Technol., 2022

Pairwise tagging framework for end-to-end emotion-cause pair extraction.
Frontiers Comput. Sci., 2022

Differentiable Fuzzy ALC: A Neural-Symbolic Representation Language for Symbol Grounding.
CoRR, 2022

Structure-Unified M-Tree Coding Solver for MathWord Problem.
CoRR, 2022

A Numerical Reasoning Question Answering System with Fine-grained Retriever and the Ensemble of Multiple Generators for FinQA.
CoRR, 2022

The detection of distributional discrepancy for language GANs.
Connect. Sci., 2022

Modeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic Corpora.
Proceedings of the Natural Language Processing and Chinese Computing, 2022

Zero-Shot 3D Drug Design by Sketching and Generating.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Analyzing the Intensity of Complaints on Social Media.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Learning from Different text-image Pairs: A Relation-enhanced Graph Convolutional Network for Multimodal NER.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Structure-Unified M-Tree Coding Solver for Math Word Problem.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Probing Cross-modal Semantics Alignment Capability from the Textual Perspective.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Alleviating the Inequality of Attention Heads for Neural Machine Translation.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Towards Multi-label Unknown Intent Detection.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

latent-GLAT: Glancing at Latent Variables for Parallel Text Generation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Pre-Train and Learn: Preserving Global Information for Graph Neural Networks.
J. Comput. Sci. Technol., 2021

A novel reasoning mechanism for multi-label text classification.
Inf. Process. Manag., 2021

Integrating heterogeneous thesauruses for Chinese synonyms.
Frontiers Comput. Sci., 2021

Adversarial subsequences for unconditional text generation.
Comput. Speech Lang., 2021

Dual Side Deep Context-aware Modulation for Social Recommendation.
CoRR, 2021

Sampling informative context nodes for network embedding.
Sci. China Inf. Sci., 2021

Improving Neural Question Generation using Deep Linguistic Representation.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Dual Side Deep Context-aware Modulation for Social Recommendation.
Proceedings of the WWW '21: The Web Conference 2021, 2021

UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Non-Autoregressive Translation by Learning Target Categorical Codes.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

MEDA: Meta-Learning with Data Augmentation for Few-Shot Text Classification.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

A Portable Pressure and Force Line Trajectory Measuring System for Unicondylar Knee Arthroplasty<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Event Detection as Graph Parsing.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Energy-based Unknown Intent Detection with Data Manipulation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Automated Cross-prompt Scoring of Essay Traits.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Improving Self-Attention Networks With Sequential Relations.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Boosting gene expression clustering with system-wide biological information: a robust autoencoder approach.
Int. J. Comput. Biol. Drug Des., 2020

Transformer-based Multi-Aspect Modeling for Multi-Aspect Multi-Sentiment Analysis.
CoRR, 2020

Opinion Transmission Network for Jointly Improving Aspect-oriented Opinion Words Extraction and Sentiment Classification.
CoRR, 2020

Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction.
CoRR, 2020

Prompt Agnostic Essay Scorer: A Domain Generalization Approach to Cross-prompt Automated Essay Scoring.
CoRR, 2020

A Discriminator Improves Unconditional Text Generation without Updating the Generator.
CoRR, 2020

R3: A Reading Comprehension Benchmark Requiring Reasoning Processes.
CoRR, 2020

MSGE: A Multi-step Gated Model for Knowledge Graph Completion.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Opinion Transmission Network for Jointly Improving Aspect-Oriented Opinion Words Extraction and Sentiment Classification.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Transformer-Based Multi-aspect Modeling for Multi-aspect Multi-sentiment Analysis.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

Mirror-Generative Neural Machine Translation.
Proceedings of the 8th International Conference on Learning Representations, 2020

Grid Tagging Scheme for End-to-End Fine-grained Opinion Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Attention Transfer Network for Aspect-level Sentiment Classification.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Enhance Prototypical Network with Text Descriptions for Few-shot Relation Classification.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

A Reinforced Generation of Adversarial Examples for Neural Machine Translation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Dialogue State Tracking with Explicit Slot Connection Modeling.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Explicit Semantic Decomposition for Definition Generation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Generating Diverse Translation by Manipulating Multi-Head Attention.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Representing anything from scholar papers.
J. Web Semant., 2019

A Reinforced Generation of Adversarial Samples for Neural Machine Translation.
CoRR, 2019

Multi-Perspective Inferrer: Reasoning Sentences Relationship from Holistic Perspective.
CoRR, 2019

Pre-train and Learn: Preserve Global Information for Graph Neural Networks.
CoRR, 2019

Adversarial Sub-sequence for Text Generation.
CoRR, 2019

PCANE: Preserving Context Attributes for Network Embedding.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

MSNE: A Novel Markov Chain Sampling Strategy for Network Embedding.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Exploiting Noisy Data in Distant Supervision Relation Classification.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Online Distilling from Checkpoints for Neural Machine Translation.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Utilizing Non-Parallel Text for Style Transfer by Making Partial Comparisons.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Dynamic Past and Future for Neural Machine Translation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Generating Sentences from Disentangled Syntactic and Semantic Spaces.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback.
ACM Trans. Knowl. Discov. Data, 2018

Modeling Past and Future for Neural Machine Translation.
Trans. Assoc. Comput. Linguistics, 2018

Learning to Discriminate Noises for Incorporating External Information in Neural Machine Translation.
CoRR, 2018

Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback.
CoRR, 2018

Improving Aspect Identification with Reviews Segmentation.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Dynamic Oracle for Neural Machine Translation in Decoding Phase.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Towards Answering Geography Questions in Gaokao: A Hybrid Approach.
Proceedings of the Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding, 2018

Improving Review Representations With User Attention and Product Attention for Sentiment Classification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
PQAC-WN: constructing a wordnet for Pre-Qin ancient Chinese.
Lang. Resour. Evaluation, 2017

A Neural Probabilistic Structured-Prediction Method for Transition-Based Natural Language Processing.
J. Artif. Intell. Res., 2017

Modeling Past and Future for Neural Machine Translation.
CoRR, 2017

Going Wider: Recurrent Neural Network With Parallel Cells.
CoRR, 2017

Accelerating gravitational microlensing simulations using the Xeon Phi coprocessor.
Astron. Comput., 2017

Integrating Reviews into Personalized Ranking for Cold Start Recommendation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

AGRA: An Analysis-Generation-Ranking Framework for Automatic Abbreviation from Paper Titles.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Deep Matrix Factorization Models for Recommender Systems.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Word-Context Character Embeddings for Chinese Word Segmentation.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Neural Machine Translation with Word Predictions.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation.
Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017

A Multi-view Clustering Model for Event Detection in Twitter.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

2016
Enhancing Shift-Reduce Constituent Parsing with Action N-Gram Model.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016

Adaptation of Language Models for SMT Using Neural Networks with Topic Information.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016

Not all emotions are created equal: Expressive behavior of the networked public on China's social media site.
Comput. Hum. Behav., 2016

PRIMT: A Pick-Revise Framework for Interactive Machine Translation.
Proceedings of the NAACL HLT 2016, 2016

Evaluating a Deterministic Shift-Reduce Neural Parser for Constituent Parsing.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Tagging Chinese microblogger via sparse feature selection.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Unsupervised Storyline Extraction from News Articles.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Tree-State Based Rule Selection Models for Hierarchical Phrase-Based Machine Translation.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Search-Based Dynamic Reranking Model for Dependency Parsing.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
无纸化传单系统的设计与实现 (Design and Implementation of Paperless Handbill System).
计算机科学, 2015

Topic2Vec: Learning Distributed Representations of Topics.
CoRR, 2015

Non-linear Learning for Statistical Machine Translation.
CoRR, 2015

Resolving Coordinate Structures for Chinese Constituent Parsing.
Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

Word Segmentation of Micro Blogs with Bagging.
Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Topic2Vec: Learning distributed representations of topics.
Proceedings of the 2015 International Conference on Asian Language Processing, 2015

Academic Paper Recommendation Based on Heterogeneous Graph.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2015

Sentiment Classification with Graph Sparsity Regularization.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes.
Proceedings of The 7th Asian Conference on Machine Learning, 2015

Co-training for Semi-supervised Sentiment Classification Based on Dual-view Bags-of-words Representation.
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

Non-linear Learning for Statistical Machine Translation.
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

Structured Sparsity with Group-Graph Regularization.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Learning word embeddings from dependency relations.
Proceedings of the 2014 International Conference on Asian Language Processing, 2014

2013
Forgetting Word Segmentation in Chinese Text Classification with <i>L</i>1-Regularized Logistic Regression.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

2012
MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-2012.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

NJU-Parser: Achievements on Semantic Dependency Parsing.
Proceedings of the 6th International Workshop on Semantic Evaluation, 2012

Opinion Target Extraction for Short Comments.
Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012

Enhancing Statistical Machine Translation with Character Alignment.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

Adapting Conventional Chinese Word Segmenter for Segmenting Micro-blog Text: Combining Rule-based and Statistic-based Approaches.
Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2012

2011
Transfer Learning via Multi-View Principal Component Analysis.
J. Comput. Sci. Technol., 2011

Incremental Versus Non-incremental: Data and Algorithms Based on Ordering Relations.
Int. J. Comput. Intell. Syst., 2011

SBA-term: Sparse Bilingual Association for Terms.
Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

2010
Improving Word Alignment by Semi-Supervised Ensemble.
Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010

Chinese Event Descriptive Clause Splitting with Structured SVMs.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010

2009
An Incremental Rule Induction Algorithm Based on Ordering Relations.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

Finding Appropriate Turning Point for Text Sentiment Polarity.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Segmenting Long Sentence Pairs for Statistical Machine Translation.
Proceedings of the 2009 International Conference on Asian Language Processing, 2009

2008
Apply a Rough Set-Based Classifier to Dependency Parsing.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

Incorporating Latent Semantic Indexing into Spectral Graph Transducer for Text Classification.
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

2006
Chinese Named Entity Recognition with a Multi-Phase Model.
Proceedings of the Fifth Workshop on Chinese Language Processing, 2006

2005
A Hybrid Approach to Chinese Word Segmentation around CRFs.
Proceedings of the Fourth SIGHAN Workshop on Chinese Language Processing, 2005


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