Thien Huu Nguyen

GloCTM: Cross-Lingual Topic Modeling via a Global Context Space AAAI 2026 Explainable Disentangled Representation Learning for Generalizable Authorship Attribution in the Era of Generative AI ACL 2026 Lizard: An Efficient Linearization Framework for Large Language Models ACL 2026 Towards Fast and Accurate Modeling for Cross-Lingual Label Projection ACL 2026 CypherSmith: Transforming Text-to-Cypher Generation for LLMs with Synthetic Data ACL 2026 Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models ACL 2026 TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation ACL 2026 ToVo: Toxicity Taxonomy via Voting NAACL 2025 EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments EMNLP 2025 MaGiX: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual RAG EMNLP 2025 Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective AAAI 2025 Few-Shot, No Problem: Descriptive Continual Relation Extraction AAAI 2025 Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ACL 2025 From Selection to Generation: A Survey of LLM-based Active Learning ACL 2025 Massively Multilingual Instruction-Following Information Extraction ACL 2025 Topic Modeling for Short Texts via Optimal Transport-Based Clustering ACL 2025 HiCOT: Improving Neural Topic Models via Optimal Transport and Contrastive Learning ACL 2025 Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains NAACL 2025 GUI Agents: A Survey ACL 2025 Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations NAACL 2025 Mutual-pairing Data Augmentation for Fewshot Continual Relation Extraction NAACL 2025 Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction NAACL 2025 GloCOM: A Short Text Neural Topic Model via Global Clustering Context NAACL 2025 BBN-U.Oregon’s ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection COLING 2025 Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025 CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages COLING 2024 NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization EMNLP 2024 ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning EMNLP 2024 Preserving Generalization of Language models in Few-shot Continual Relation Extraction EMNLP 2024 Householder Pseudo-Rotation: A Novel Approach to Activation Editing in LLMs with Direction-Magnitude Perspective EMNLP 2024 Lifelong Event Detection via Optimal Transport EMNLP 2024 Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024 Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models AAAI 2024 BKEE: Pioneering Event Extraction in the Vietnamese Language COLING 2024 CAMAL: A Novel Dataset for Multi-label Conversational Argument Move Analysis COLING 2024 Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports COLING 2024 Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models INTERSPEECH 2024 Boosting Punctuation Restoration with Data Generation and Reinforcement Learning INTERSPEECH 2023 ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning EMNLP 2023 Question-Context Alignment and Answer-Context Dependencies for Effective Answer Sentence Selection INTERSPEECH 2023 MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction COLING 2022 MECI: A Multilingual Dataset for Event Causality Identification COLING 2022 Generating Complement Data for Aspect Term Extraction with GPT-2 NAACL 2022 Event Extraction in Video Transcripts COLING 2022 Selecting Optimal Context Sentences for Event-Event Relation Extraction AAAI 2022 Keyphrase Prediction from Video Transcripts: New Dataset and Directions COLING 2022 Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning COLING 2022 Dictionary-Guided Scene Text Recognition CVPR 2021 Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution ACL 2021 Unleash GPT-2 Power for Event Detection ACL 2021 Event Extraction from Historical Texts: A New Dataset for Black Rebellions ACL 2021 Unsupervised Domain Adaptation for Event Detection using Domain-specific Adapters ACL 2021 DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction ACL 2021 Fine-Grained Event Trigger Detection EACL 2021 Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing EACL 2021 MadDog: A Web-based System for Acronym Identification and Disambiguation EACL 2021 Improving Cross-Lingual Transfer for Event Argument Extraction with Language-Universal Sentence Structures EACL 2021 Learning Prototype Representations Across Few-Shot Tasks for Event Detection EMNLP 2021 Modeling Document-Level Context for Event Detection via Important Context Selection EMNLP 2021 Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments EMNLP 2021 Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models EMNLP 2021 Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport EMNLP 2021 Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks EMNLP 2021 Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks EMNLP 2021 Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution IJCNLP 2021 Unleash GPT-2 Power for Event Detection IJCNLP 2021 Event Extraction from Historical Texts: A New Dataset for Black Rebellions IJCNLP 2021 Unsupervised Domain Adaptation for Event Detection using Domain-specific Adapters IJCNLP 2021 DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction IJCNLP 2021 Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks NAACL 2021 Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures NAACL 2021 Hierarchical Graph Convolutional Networks for Jointly Resolving Cross-document Coreference of Entity and Event Mentions NAACL 2021 DPR at SemEval-2021 Task 8: Dynamic Path Reasoning for Measurement Relation Extraction SEMEVAL 2021 Structural and Functional Decomposition for Personality Image Captioning in a Communication Game EMNLP 2020 Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning EMNLP 2020 Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization COLING 2020 What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation COLING 2020 Extensively Matching for Few-shot Learning Event Detection ACL 2020 Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction EMNLP 2020 Improving Slot Filling by Utilizing Contextual Information ACL 2020 Exploiting the Syntax-Model Consistency for Neural Relation Extraction ACL 2020 Introducing a New Dataset for Event Detection in Cybersecurity Texts EMNLP 2020 Event Detection: Gate Diversity and Syntactic Importance Scores for Graph Convolution Neural Networks EMNLP 2020 Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation EMNLP 2020 The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction EMNLP 2020 BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning ICLR 2019 Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures ACL 2019 On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning EMNLP 2019 Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings ACL 2019 One for All: Neural Joint Modeling of Entities and Events AAAI 2019 Extending Event Detection to New Types with Learning from Keywords EMNLP 2019 Systematic Generalization: What Is Required and Can It Be Learned? ICLR 2019 Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching EMNLP 2018 A Case Study on Learning a Unified Encoder of Relations EMNLP 2018 Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs COLING 2018 Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network IJCNLP 2017 Joint Event Extraction via Recurrent Neural Networks NAACL 2016 Joint Learning of Local and Global Features for Entity Linking via Neural Networks COLING 2016 Modeling Skip-Grams for Event Detection with Convolutional Neural Networks EMNLP 2016 Event Detection and Domain Adaptation with Convolutional Neural Networks ACL 2015 Event Detection and Domain Adaptation with Convolutional Neural Networks IJCNLP 2015 Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction ACL 2015 Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction IJCNLP 2015 Employing Word Representations and Regularization for Domain Adaptation of Relation Extraction ACL 2014