 RSpell: Retrieval-augmented Framework for Domain Adaptive Chinese
Spelling CheckNatural Language Processing and Chinese Computing (NLPCC), 2023 |
 Machine Reading Comprehension using Case-based ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Revisiting k-NN for Fine-tuning Pre-trained Language ModelsChina National Conference on Chinese Computational Linguistics (CNCCL), 2023 |
 Nonparametric Masked Language ModelingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Error-Robust Retrieval for Chinese Spelling CheckInternational Conference on Language Resources and Evaluation (LREC), 2022 |
 Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue
SystemsInternational Conference on Language Resources and Evaluation (LREC), 2022 |
 You can't pick your neighbors, or can you? When and how to rely on
retrieval in the NN-LMConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Augmentation with Projection: Towards an Effective and Efficient Data
Augmentation Paradigm for DistillationInternational Conference on Learning Representations (ICLR), 2022 |
 Decoupling Knowledge from Memorization: Retrieval-augmented Prompt
LearningNeural Information Processing Systems (NeurIPS), 2022 |
 Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt
TuningAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 |
 Retrieval-Enhanced Machine LearningAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 |
 WikiOmnia: generative QA corpus on the whole Russian WikipediaIEEE Games Entertainment Media Conference (GEM), 2022 |
 Reasoning Through Memorization: Nearest Neighbor Knowledge Graph
EmbeddingsNatural Language Processing and Chinese Computing (NLPCC), 2022 |
 Not Far Away, Not So Close: Sample Efficient Nearest Neighbour Data
Augmentation via MiniMaxFindings (Findings), 2021 |
 Adaptive Nearest Neighbor Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 |
 Static Embeddings as Efficient Knowledge Bases?North American Chapter of the Association for Computational Linguistics (NAACL), 2021 |
 Adaptive Semiparametric Language ModelsTransactions of the Association for Computational Linguistics (TACL), 2021 |
 Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained
Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 |
 What Makes Good In-Context Examples for GPT-?Workshop on Knowledge Extraction and Integration for Deep Learning Architectures; Deep Learning Inside Out (DEELIO), 2021 |
 Example-Driven Intent Prediction with ObserversNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 |
 Billion-scale similarity search with GPUsIEEE Transactions on Big Data (TBD), 2017 |
