Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
Deconfounded hierarchical multi-granularity classification.
Comput. Vis. Image Underst., 2024
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts.
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CoRR, 2024
A Comprehensive Survey of Datasets, Theories, Variants, and Applications in Direct Preference Optimization.
CoRR, 2024
Weak-to-Strong Backdoor Attack for Large Language Models.
CoRR, 2024
MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis.
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CoRR, 2024
Retrieval-Augmented Mixture of LoRA Experts for Uploadable Machine Learning.
CoRR, 2024
A Survey of Backdoor Attacks and Defenses on Large Language Models: Implications for Security Measures.
CoRR, 2024
Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback.
CoRR, 2024
Backdoor Attacks on Dense Passage Retrievers for Disseminating Misinformation.
CoRR, 2024
Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
SemGloVe: Semantic Co-Occurrences for GloVe From BERT.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Exploiting Contrastive Learning and Numerical Evidence for Improving Confusing Legal Judgment Prediction.
CoRR, 2022
Triggerless Backdoor Attack for NLP Tasks with Clean Labels.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Dependency Parsing as MRC-based Span-Span Prediction.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Triggerless Backdoor Attack for NLP Tasks with Clean Labels.
CoRR, 2021
Dialogue Inspectional Summarization with Factual Inconsistency Awareness.
CoRR, 2021
Judgment Prediction via Injecting Legal Knowledge into Neural Networks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Investigating Self-Attention Network for Chinese Word Segmentation.
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Hybrid computation offloading for smart home automation in mobile cloud computing.
Pers. Ubiquitous Comput., 2018