Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis.
Trans. Assoc. Comput. Linguistics, 2024
Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts?
CoRR, 2024
How Do Large Language Models Acquire Factual Knowledge During Pretraining?
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Exploring the Practicality of Generative Retrieval on Dynamic Corpora.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Do Large Language Models Latently Perform Multi-Hop Reasoning?
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
In-Context Instruction Learning.
CoRR, 2023
Nonparametric Decoding for Generative Retrieval.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Knowledge Unlearning for Mitigating Privacy Risks in Language Models.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Contextualized Generative Retrieval.
CoRR, 2022
Generative Retrieval for Long Sequences.
CoRR, 2022
Towards Continual Knowledge Learning of Language Models.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Generative Multi-hop Retrieval.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Spatial Dependency Parsing for Semi-Structured Document Information Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Is Retriever Merely an Approximator of Reader?
CoRR, 2020
Spatial Dependency Parsing for 2D Document Understanding.
CoRR, 2020
ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers.
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CoRR, 2020
ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers.
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Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Efficient Dialogue State Tracking by Selectively Overwriting Memory.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Large-Scale Answerer in Questioner's Mind for Visual Dialog Question Generation.
Proceedings of the 7th International Conference on Learning Representations, 2019