Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Graph Neural Networks for Vulnerability Detection: A Counterfactual Explanation.

[BibT_eX]

[DOI]

Zhaoyang Chu

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark.

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[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use.

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[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs.

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[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

KEEP CHATTING! An Attractive Dataset for Continuous Conversation Agents.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Summarizing source code with Heterogeneous Syntax Graph and dual position.

[BibT_eX]

[DOI]

Inf. Process. Manag., September, 2023

Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

ACM Trans. Web, August, 2023

Diverse title generation for Stack Overflow posts with multiple-sampling-enhanced transformer.

[BibT_eX]

[DOI]

J. Syst. Softw., June, 2023

SOR-TC: Self-attentive octave ResNet with temporal consistency for compressed video action recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2023

Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023

Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023

SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning.

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[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Reinforcement-Learning-Guided Source Code Summarization Using Hierarchical Attention.

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[DOI]

IEEE Trans. Software Eng., 2022

XCode: Towards Cross-Language Code Representation with Large-Scale Pre-Training.

[BibT_eX]

[DOI]

ACM Trans. Softw. Eng. Methodol., 2022

Modeling Sequential Listening Behaviors With Attentive Temporal Point Process for Next and Next New Music Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

FedBERT: When Federated Learning Meets Pre-training.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

Multi-triage: A multi-task learning framework for bug triage.

[BibT_eX]

[DOI]

J. Syst. Softw., 2022

Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Cross-Language Binary-Source Code Matching with Intermediate Representations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Software Analysis, 2022

You see what I want you to see: poisoning vulnerabilities in neural code search.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training.

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[DOI]

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

What Do They Capture? - A Structural Analysis of Pre-Trained Language Models for Source Code.

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[DOI]

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

NaturalCC: An Open-Source Toolkit for Code Intelligence.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2022

Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding.

[BibT_eX]

[DOI]

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

Compilable Neural Code Generation with Compiler Feedback.

[BibT_eX]

[DOI]

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

Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization.

[BibT_eX]

[DOI]

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

Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection.

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[DOI]

Proceedings of the 4th Workshop on NLP for Conversational AI, 2022

DANets: Deep Abstract Networks for Tabular Data Classification and Regression.

[BibT_eX]

[DOI]

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

2021

FCCA: Hybrid Code Representation for Functional Clone Detection Using Attention Networks.

[BibT_eX]

[DOI]

IEEE Trans. Reliab., 2021

FedHM: Efficient Federated Learning for Heterogeneous Models via Low-rank Factorization.

[BibT_eX]

[DOI]

CoRR, 2021

Are Pretrained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection.

[BibT_eX]

[DOI]

CoRR, 2021

Enriching Non-Autoregressive Transformer with Syntactic and SemanticStructures for Neural Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2021

Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing.

[BibT_eX]

[DOI]

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

HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization.

[BibT_eX]

[DOI]

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

Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Disentangled Code Representation Learning for Multiple Programming Languages.

[BibT_eX]

[DOI]

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

KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning.

[BibT_eX]

[DOI]

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

2020

Multi-view factorization machines for mobile app recommendation based on hierarchical attention.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

NaturalCC: A Toolkit to Naturalize the Source Code Corpus.

[BibT_eX]

[DOI]

CoRR, 2020

Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking.

[BibT_eX]

[DOI]

Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, 2020

Cross-Supervised Joint-Event-Extraction with Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference.

[BibT_eX]

[DOI]

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

2019

Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce.

[BibT_eX]

[DOI]

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

Multi-modal Attention Network Learning for Semantic Source Code Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Competitive Multi-agent Deep Reinforcement Learning with Counterfactual Thinking.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

SCSMiner: mining social coding sites for software developer recommendation with relevance propagation.

[BibT_eX]

[DOI]

World Wide Web, 2018

Exploiting cross-source knowledge for warming up community question answering services.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Product Title Refinement via Multi-Modal Generative Adversarial Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Improving automatic source code summarization via deep reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Exploiting Geographical Location for Team Formation in Social Coding Sites.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2016

Incorporating Heterogeneous Information for Mashup Discovery with Consistent Regularization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

2015

Time-Aware API Popularity Prediction via Heterogeneous Features.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Yao Wan

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