 Meta-Learning Online Adaptation of Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Editing Common Sense in TransformersConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Mitigating Temporal Misalignment by Discarding Outdated FactsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop
QuestionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Don't Trust ChatGPT when Your Question is not in English: A Study of
Multilingual Abilities and Types of LLMsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 WikiChat: Stopping the Hallucination of Large Language Model Chatbots by
Few-Shot Grounding on WikipediaConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large
Language Models in Knowledge ConflictsInternational Conference on Learning Representations (ICLR), 2023 |
 "According to ...": Prompting Language Models Improves Quoting from
Pre-Training DataConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 |
 Editing Large Language Models: Problems, Methods, and OpportunitiesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Can We Edit Factual Knowledge by In-Context Learning?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Statistical Knowledge Assessment for Large Language ModelsNeural Information Processing Systems (NeurIPS), 2023 |
 Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized
Language ModelsInternational Conference on Learning Representations (ICLR), 2023 |
 Can Large Language Models Be an Alternative to Human Evaluations?Annual Meeting of the Association for Computational Linguistics (ACL), 2023 |
 Can LMs Learn New Entities from Descriptions? Challenges in Propagating
Injected KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 |
 Dissecting Recall of Factual Associations in Auto-Regressive Language
ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Unsupervised Improvement of Factual Knowledge in Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 |
 Querying Large Language Models with SQLInternational Conference on Extending Database Technology (EDBT), 2023 |
 Context-faithful Prompting for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 |
 Evaluating Language Models for Knowledge Base CompletionExtended Semantic Web Conference (ESWC), 2023 |
 Partial Network CloningComputer Vision and Pattern Recognition (CVPR), 2023 |
 Editing Implicit Assumptions in Text-to-Image Diffusion ModelsIEEE International Conference on Computer Vision (ICCV), 2023 |
 The Life Cycle of Knowledge in Big Language Models: A SurveyMachine Intelligence Research (MIR), 2023 |
 Erasing Concepts from Diffusion ModelsIEEE International Conference on Computer Vision (ICCV), 2023 |
 Permutation Equivariant Neural FunctionalsNeural Information Processing Systems (NeurIPS), 2023 |
 Backward Compatibility During Data Updates by Weight InterpolationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 |
 Editing Language Model-based Knowledge Graph EmbeddingsAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 Transformer-Patcher: One Mistake worth One NeuronInternational Conference on Learning Representations (ICLR), 2023 |
 Does Localization Inform Editing? Surprising Differences in
Causality-Based Localization vs. Knowledge Editing in Language ModelsNeural Information Processing Systems (NeurIPS), 2023 |
 A Survey on In-context LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 DSI++: Updating Transformer Memory with New DocumentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Reasoning with Language Model Prompting: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Editing Models with Task ArithmeticInternational Conference on Learning Representations (ICLR), 2022 |
 Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of
Foundation ModelsAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022 |
 Aging with GRACE: Lifelong Model Editing with Discrete Key-Value
AdaptorsNeural Information Processing Systems (NeurIPS), 2022 |
 DisentQA: Disentangling Parametric and Contextual Knowledge with
Counterfactual Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Large Language Models with Controllable Working MemoryAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Fixing Model Bugs with Natural Language PatchesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Parameter-Efficient Tuning Makes a Good Classification HeadConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Boosting Natural Language Generation from Instructions with
Meta-LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Revision Transformers: Instructing Language Models to Change their
ValuesEuropean Conference on Artificial Intelligence (ECAI), 2022 |
