 Bringing the State-of-the-Art to Customers: A Neural Agent Assistant
Framework for Customer Service SupportConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 An Experimental Study on Pretraining Transformers from Scratch for IREuropean Conference on Information Retrieval (ECIR), 2023 |
 Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to RankInternational Conference on the Theory of Information Retrieval (ICTIR), 2022 |
 Learning List-Level Domain-Invariant Representations for RankingNeural Information Processing Systems (NeurIPS), 2022 |
 HYRR: Hybrid Infused Reranking for Passage RetrievalInternational Conference on Language Resources and Evaluation (LREC), 2022 |
 APOLLO: An Optimized Training Approach for Long-form Numerical ReasoningInternational Conference on Language Resources and Evaluation (LREC), 2022 |
 Diverse Multi-Answer Retrieval with Determinantal Point ProcessesInternational Conference on Computational Linguistics (COLING), 2022 |
 Multi-label Few-shot ICD Coding as Autoregressive Generation with PromptAAAI Conference on Artificial Intelligence (AAAI), 2022 |
 Task-aware Retrieval with InstructionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 ReSel: N-ary Relation Extraction from Scientific Text and Tables by
Learning to Retrieve and SelectConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Metric-guided Distillation: Distilling Knowledge from the Metric to
Ranker and Retriever for Generative Commonsense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Incorporating Relevance Feedback for Information-Seeking Retrieval using
Few-Shot Document Re-RankingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair
ModelingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Mixed-modality Representation Learning and Pre-training for Joint
Table-and-Text Retrieval in OpenQAConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD
CodingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 A Study on the Efficiency and Generalization of Light Hybrid RetrieversAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Promptagator: Few-shot Dense Retrieval From 8 ExamplesInternational Conference on Learning Representations (ICLR), 2022 |
 Order-Disorder: Imitation Adversarial Attacks for Black-box Neural
Ranking ModelsConference on Computer and Communications Security (CCS), 2022 |
 Re2G: Retrieve, Rerank, GenerateNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 |
 An Efficiency Study for SPLADE ModelsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 |
 The Role of Complex NLP in Transformers for Text Ranking?International Conference on the Theory of Information Retrieval (ICTIR), 2022 |
 Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using
Self-SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zifeng Wang Jimeng Sun |
 Questions Are All You Need to Train a Dense Passage RetrieverTransactions of the Association for Computational Linguistics (TACL), 2022 |
 Towards Robust Ranker for Text RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Neural Retriever and Go Beyond: A Thesis ProposalNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 |
 Fast and Light-Weight Answer Text Retrieval in Dialogue SystemsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 |
 Optimizing Test-Time Query Representations for Dense RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 PLAID: An Efficient Engine for Late Interaction RetrievalInternational Conference on Information and Knowledge Management (CIKM), 2022 |
