Anh Tuan Luu

Artif. Intell. Rev., February, 2024

SemRoDe: Macro Adversarial Training to Learn Representations That are Robust to Word-Level Attacks.

[BibT_eX]

[DOI]

CoRR, 2024

KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2024

ToXCL: A Unified Framework for Toxic Speech Detection and Explanation.

[BibT_eX]

[DOI]

CoRR, 2024

Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges.

[BibT_eX]

[DOI]

CoRR, 2024

Updating Language Models with Unstructured Facts: Towards Practical Knowledge Editing.

[BibT_eX]

[DOI]

CoRR, 2024

Don't Forget Your Reward Values: Language Model Alignment via Value-based Calibration.

[BibT_eX]

[DOI]

CoRR, 2024

Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning.

[BibT_eX]

[DOI]

CoRR, 2024

Mercury: An Efficiency Benchmark for LLM Code Synthesis.

[BibT_eX]

[DOI]

CoRR, 2024

Topic Modeling as Multi-Objective Contrastive Optimization.

[BibT_eX]

[DOI]

CoRR, 2024

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Universal Vulnerabilities in Large Language Models: In-context Learning Backdoor Attacks.

[BibT_eX]

[DOI]

CoRR, 2024

On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

From Static to Dynamic: Knowledge Metabolism for Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A brief survey on recent advances in coreference resolution.

[BibT_eX]

[DOI]

Artif. Intell. Rev., December, 2023

A contrastive learning framework for Event Detection via semantic type prototype representation modelling.

[BibT_eX]

[DOI]

Neurocomputing, November, 2023

A Novel, Cognitively Inspired, Unified Graph-based Multi-Task Framework for Information Extraction.

[BibT_eX]

[DOI]

Yandan Zheng

Cogn. Comput., November, 2023

Benchmarking Graph Neural Networks.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

Graph Transformers for Large Graphs.

[BibT_eX]

[DOI]

CoRR, 2023

READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling.

[BibT_eX]

[DOI]

CoRR, 2023

ChatGPT as a Math Questioner? Evaluating ChatGPT on Generating Pre-university Math Questions.

[BibT_eX]

[DOI]

CoRR, 2023

Contrastive Chain-of-Thought Prompting.

[BibT_eX]

[DOI]

CoRR, 2023

Exploring the Potential of Large Language Models in Computational Argumentation.

[BibT_eX]

[DOI]

CoRR, 2023

From Static to Dynamic: A Continual Learning Framework for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals.

[BibT_eX]

[DOI]

CoRR, 2023

Towards the TopMost: A Topic Modeling System Toolkit.

[BibT_eX]

[DOI]

Xiaobao Wu

Fengjun Pan

CoRR, 2023

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Unlocking the Potential of User Feedback: Leveraging Large Language Model as User Simulator to Enhance Dialogue System.

[BibT_eX]

[DOI]

CoRR, 2023

Effective Neural Topic Modeling with Embedding Clustering Regularization.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Interpretable Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Knowledge Bases and Language Models: Complementing Forces.

[BibT_eX]

[DOI]

Fabian M. Suchanek

Proceedings of the Rules and Reasoning - 7th International Joint Conference, 2023

Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Effective Neural Topic Modeling with Embedding Clustering Regularization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Multi-Scale Receptive Field Graph Model for Emotion Recognition in Conversations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding.

[BibT_eX]

[DOI]

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

Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation.

[BibT_eX]

[DOI]

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

Rethinking Negative Pairs in Code Search.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Using Punctuation as an Adversarial Attack on Deep Learning-Based NLP Systems: An Empirical Study.

[BibT_eX]

[DOI]

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

Unlocking the Potential of User Feedback: Leveraging Large Language Model as User Simulators to Enhance Dialogue System.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Jointprop: Joint Semi-supervised Learning for Entity and Relation Extraction with Heterogeneous Graph-based Propagation.

[BibT_eX]

[DOI]

Yandan Zheng

Anran Hao

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Fact-Checking Complex Claims with Program-Guided Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction.

[BibT_eX]

[DOI]

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

Zero-Shot Text Classification via Self-Supervised Tuning.

[BibT_eX]

[DOI]

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

InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

How to train your draGAN: A task oriented solution to imbalanced classification.

[BibT_eX]

[DOI]

Leon O. Guertler

Andri Ashfahani

CoRR, 2022

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions.

[BibT_eX]

[DOI]

CoRR, 2022

Textual Manifold-based Defense Against Natural Language Adversarial Examples.

[BibT_eX]

[DOI]

Dang Minh Nguyen

CoRR, 2022

Vision-and-Language Pretraining.

[BibT_eX]

[DOI]

CoRR, 2022

Recipe for a General, Powerful, Scalable Graph Transformer.

[BibT_eX]

[DOI]

Ladislav Rampásek

Michael Galkin

Guy Wolf

Dominique Beaini

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Long Range Graph Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Certified Robustness Against Natural Language Attacks by Causal Intervention.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Graph Neural Networks with Learnable Structural and Positional Representations.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning.

[BibT_eX]

[DOI]

Xiaobao Wu

Xinshuai Dong

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Textual Manifold-based Defense Against Natural Language Adversarial Examples.

[BibT_eX]

[DOI]

Dang Nguyen Minh

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Is Discourse Role Important for Emotion Recognition in Conversation?

[BibT_eX]

[DOI]

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

Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation.

[BibT_eX]

[DOI]

Thong Thanh Nguyen

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

2021

Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation.

[BibT_eX]

[DOI]

Thong Nguyen

CoRR, 2021

Contrastive Learning for Neural Topic Model.

[BibT_eX]

[DOI]

Thong Nguyen

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness?

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Towards Robustness Against Natural Language Word Substitutions.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Enriching and Controlling Global Semantics for Text Summarization.

[BibT_eX]

[DOI]

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

2020

Holistic Multi-Modal Memory Network for Movie Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences.

[BibT_eX]

[DOI]

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

Capturing Greater Context for Question Generation.

[BibT_eX]

[DOI]

Darsh J. Shah

Regina Barzilay

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

2019

Compositional De-Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks.

[BibT_eX]

[DOI]

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

Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives.

[BibT_eX]

[DOI]

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

Holographic Factorization Machines for Recommendation.

[BibT_eX]

[DOI]

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

2018

Syntactic based approach for grammar question retrieval.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2018

Personalized question recommendation for English grammar learning.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2018

Multi-Cast Attention Networks for Retrieval-based Question Answering and Response Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

Multi-range Reasoning for Machine Comprehension.

[BibT_eX]

[DOI]

CoRR, 2018

A Compare-Propagate Architecture with Alignment Factorization for Natural Language Inference.

[BibT_eX]

[DOI]

CoRR, 2018

Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Densely Connected Attention Propagation for Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Recurrently Controlled Recurrent Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Multi-Cast Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Multi-Pointer Co-Attention Networks for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains.

[BibT_eX]

[DOI]

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

CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification.

[BibT_eX]

[DOI]

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

Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences.

[BibT_eX]

[DOI]

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

Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension.

[BibT_eX]

[DOI]

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

Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference.

[BibT_eX]

[DOI]

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

Reasoning with Sarcasm by Reading In-Between.

[BibT_eX]

[DOI]

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

Learning to Attend via Word-Aspect Associative Fusion for Aspect-Based Sentiment Analysis.

[BibT_eX]

[DOI]

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

Cross Temporal Recurrent Networks for Ranking Question Answer Pairs.

[BibT_eX]

[DOI]

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

SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring.

[BibT_eX]

[DOI]

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

2017

Automatic taxonomy construction from textual documents

[BibT_eX]

[DOI]

PhD thesis, 2017

Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text.

[BibT_eX]

[DOI]

CoRR, 2017

Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture.

[BibT_eX]

[DOI]

CoRR, 2017

Enabling Efficient Question Answer Retrieval via Hyperbolic Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Translational Recommender Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Random Semantic Tensor Ensemble for Scalable Knowledge Graph Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

A Syntactic Parse-Key Tree-Based Approach for English Grammar Question Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Information Systems, 2017

Multi-Task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Dyadic Memory Networks for Aspect-based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Utilizing Temporal Information for Taxonomy Construction.

[BibT_eX]

[DOI]

See-Kiong Ng

Trans. Assoc. Comput. Linguistics, 2016

Learning Term Embeddings for Taxonomic Relation Identification Using Dynamic Weighting Neural Network.

[BibT_eX]

[DOI]

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

2015

Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction.

[BibT_eX]

[DOI]

See-Kiong Ng

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

2014

Overview of the gene ontology task at BioCreative IV.

[BibT_eX]

[DOI]

Database J. Biol. Databases Curation, 2014

Taxonomy Construction Using Syntactic Contextual Evidence.

[BibT_eX]

[DOI]

See-Kiong Ng

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

2012

Automatic Suggestion for PubMed Query Reformulation.

[BibT_eX]

[DOI]

J. Comput. Sci. Eng., 2012

SeVe: automatic tool for verification of security protocols.

[BibT_eX]

[DOI]

Frontiers Comput. Sci. China, 2012

A Pointwise Approach for Vietnamese Diacritics Restoration.

[BibT_eX]

[DOI]

Kazuhide Yamamoto

Proceedings of the 2012 International Conference on Asian Language Processing, 2012

Hybrid pattern matching for complex ontology term recognition.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Bioinformatics, 2012

2010

Modeling and Verification of Safety Critical Systems: A Case Study on Pacemaker.

[BibT_eX]

[DOI]

Man Chun Zheng

Thanh Tho Quan

Proceedings of the Fourth International Conference on Secure Software Integration and Reliability Improvement, 2010

Modeling and Verifying Security Protocols Using PAT Approach.

[BibT_eX]

[DOI]