Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits.
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Proceedings of the 31st International Conference on Computational Linguistics, 2025
Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models.
CoRR, 2024
COrAL: Order-Agnostic Language Modeling for Efficient Iterative Refinement.
CoRR, 2024
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks.
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CoRR, 2024
M<sup>3</sup>CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought.
CoRR, 2024
Pro-HAN: A Heterogeneous Graph Attention Network for Profile-based Spoken Language Understanding.
Proceedings of the IEEE International Conference on Acoustics, 2024
V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
M³CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Modularized Pre-Training for End-to-End Task-Oriented Dialogue.
IEEE ACM Trans. Audio Speech Lang. Process., 2023
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding.
CoRR, 2023
Semantic-Guided Image Augmentation with Pre-trained Models.
CoRR, 2023
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023
BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
IPGAN: Generating Informative Item Pairs by Adversarial Sampling.
IEEE Trans. Neural Networks Learn. Syst., 2022
Bridge-Tower: Building Bridges Between Encoders in Vision-Language Representation Learning.
CoRR, 2022
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
TD-GIN: Token-level Dynamic Graph-Interactive Network for Joint Multiple Intent Detection and Slot Filling.
CoRR, 2020
Towards Fine-Grained Transfer: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020