2024
TOCOL: improving contextual representation of pre-trained language models via token-level contrastive learning.
Mach. Learn., July, 2024
Exploiting Duality in Open Information Extraction with Predicate Prompt.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024
A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Conjoin after Decompose: Improving Few-Shot Performance of Named Entity Recognition.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
2023
Entity-Aspect-Opinion-Sentiment Quadruple Extraction for Fine-grained Sentiment Analysis.
CoRR, 2023
Exchanging-based Multimodal Fusion with Transformer.
CoRR, 2023
Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering.
CoRR, 2023
Meta-Generator Enhanced Multi-Domain Recommendation.
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Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023
Beyond the Sequence: Statistics-Driven Pre-training for Stabilizing Sequential Recommendation Model.
Proceedings of the 17th ACM Conference on Recommender Systems, 2023
Towards Visual Taxonomy Expansion.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
Lifting the Curse of Capacity Gap in Distilling Language Models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Fusion or Defusion? Flexible Vision-and-Language Pre-Training.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023
PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
2022
AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Entire Cost Enhanced Multi-Task Model for Online-to-Offline Conversion Rate Prediction.
Proceedings of the Workshop on Deep Learning for Search and Recommendation (DL4SR 2022) co-located with the 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022