 Generative Knowledge Graph Construction: A ReviewConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Revision Transformers: Instructing Language Models to Change their
ValuesEuropean Conference on Artificial Intelligence (ECAI), 2022 |
 Deep Bidirectional Language-Knowledge Graph PretrainingNeural Information Processing Systems (NeurIPS), 2022 |
 Self-Adaptive Named Entity Recognition by Retrieving Unstructured
KnowledgeConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 |
 MTEB: Massive Text Embedding BenchmarkConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 |
 Knowledge-grounded Dialog State TrackingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Decoupled Context Processing for Context Augmented Language ModelingNeural Information Processing Systems (NeurIPS), 2022 |
 Mind's Eye: Grounded Language Model Reasoning through SimulationInternational Conference on Learning Representations (ICLR), 2022 |
 Noise-Robust De-Duplication at ScaleInternational Conference on Learning Representations (ICLR), 2022 |
 Measuring and Narrowing the Compositionality Gap in Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 MuRAG: Multimodal Retrieval-Augmented Generator for Open Question
Answering over Images and TextConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Improving the Domain Adaptation of Retrieval Augmented Generation (RAG)
Models for Open Domain Question AnsweringTransactions of the Association for Computational Linguistics (TACL), 2022 |
 ASIF: Coupled Data Turns Unimodal Models to Multimodal Without TrainingNeural Information Processing Systems (NeurIPS), 2022 |
 When to Make Exceptions: Exploring Language Models as Accounts of Human
Moral JudgmentNeural Information Processing Systems (NeurIPS), 2022 |
 Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple
TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Re-Imagen: Retrieval-Augmented Text-to-Image GeneratorInternational Conference on Learning Representations (ICLR), 2022 |
 FiD-Light: Efficient and Effective Retrieval-Augmented Text GenerationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 |
 Variational Open-Domain Question AnsweringInternational Conference on Machine Learning (ICML), 2022 |
 StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story
ContinuationEuropean Conference on Computer Vision (ECCV), 2022 |
 Diffusion Models in Vision: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 |
 Petals: Collaborative Inference and Fine-tuning of Large ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Efficient Methods for Natural Language Processing: A SurveyTransactions of the Association for Computational Linguistics (TACL), 2022 |
 Domain-Specific NER via Retrieving Correlated SamplesInternational Conference on Computational Linguistics (COLING), 2022 |
 PEER: A Collaborative Language ModelInternational Conference on Learning Representations (ICLR), 2022 |
 Retrieval-based Controllable Molecule GenerationInternational Conference on Learning Representations (ICLR), 2022 |
 Retrieval-Augmented Transformer for Image CaptioningInternational Conference on Content-Based Multimedia Indexing (CBMI), 2022 |
 Discrete Key-Value BottleneckInternational Conference on Machine Learning (ICML), 2022 |
 Can large language models reason about medical questions?Patterns (Patterns), 2022 |
 TPU-KNN: K Nearest Neighbor Search at Peak FLOP/sNeural Information Processing Systems (NeurIPS), 2022 |
 ProGen2: Exploring the Boundaries of Protein Language ModelsCell Systems (Cell Syst.), 2022 |
 LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning
TasksNeural Information Processing Systems (NeurIPS), 2022 |
 Large-Scale Retrieval for Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2022 |
 Improving Contrastive Learning of Sentence Embeddings with
Case-Augmented Positives and Retrieved NegativesAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 |
 Decoupling Knowledge from Memorization: Retrieval-augmented Prompt
LearningNeural Information Processing Systems (NeurIPS), 2022 |
 Learning to Automate Follow-up Question Generation using Process
Knowledge for Depression Triage on Reddit PostsWorkshop on Computational Linguistics and Clinical Psychology (CLPsych), 2022 |
 kNN-Prompt: Nearest Neighbor Zero-Shot InferenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Tranception: protein fitness prediction with autoregressive transformers
and inference-time retrievalInternational Conference on Machine Learning (ICML), 2022 |
 Training Language Models with Memory AugmentationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Chunk-based Nearest Neighbor Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
