Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Understanding Inter-Session Intentions via Complex Logical Reasoning.

[BibT_eX]

[DOI]

Jiaxin Bai

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

MEMORYLLM: Towards Self-Updatable Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Language Models as Semantic Indexers.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce.

[BibT_eX]

[DOI]

Wenxuan Ding

Weiqi Wang

Sze Heng Douglas Kwok

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

CCGen: Explainable Complementary Concept Generation in E-Commerce.

[BibT_eX]

[DOI]

Kevin Chen-Chuan Chang

Bing Yin

CoRR, 2023

Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Knowledge Graph Reasoning over Entities and Numerical Values.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery.

[BibT_eX]

[DOI]

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

Graph Reasoning for Question Answering with Triplet Retrieval.

[BibT_eX]

[DOI]

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

2022

FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense.

[BibT_eX]

[DOI]

CoRR, 2022

Short Text Pre-training with Extended Token Classification for E-commerce Query Understanding.

[BibT_eX]

[DOI]

CoRR, 2022

Condensing Graphs via One-Step Gradient Matching.

[BibT_eX]

[DOI]

CoRR, 2022

RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Query Attribute Recommendation at Amazon Search.

[BibT_eX]

[DOI]

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs.

[BibT_eX]

[DOI]

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

Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Condensing Graphs via One-Step Gradient Matching.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision.

[BibT_eX]

[DOI]

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

QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond.

[BibT_eX]

[DOI]

CoRR, 2020

Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification.

[BibT_eX]

[DOI]

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

2018

Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification.

[BibT_eX]

[DOI]

CoRR, 2018

Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification.

[BibT_eX]

[DOI]

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

2017

End-to-End Adversarial Memory Network for Cross-domain Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Zheng Li

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