 General Intelligence Requires Rethinking ExplorationRoyal Society Open Science (RSOS), 2022 |
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 The CRINGE Loss: Learning what language not to modelAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Active Example Selection for In-Context LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Learning to Navigate Wikipedia by Taking Random WalksNeural Information Processing Systems (NeurIPS), 2022 |
 When Life Gives You Lemons, Make Cherryade: Converting Feedback from Bad
Responses into Good LabelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 |
 Decoding a Neural Retriever's Latent Space for Query SuggestionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Leonard Adolphs Michelle Chen Huebscher Christian Buck Sertan Girgin Olivier Bachem Massimiliano Ciaramita Thomas Hofmann |
 Scaling Laws for Reward Model OveroptimizationInternational Conference on Machine Learning (ICML), 2022 |
 N-Best Hypotheses Reranking for Text-To-SQL SystemsSpoken Language Technology Workshop (SLT), 2022 |
 RARR: Researching and Revising What Language Models Say, Using Language
ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Understanding HTML with Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 LLMEffiChecker: Understanding and Testing Efficiency Degradation of
Large Language ModelsACM Transactions on Software Engineering and Methodology (TOSEM), 2022 |
 Measuring and Narrowing the Compositionality Gap in Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Rainier: Reinforced Knowledge Introspector for Commonsense Question
AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 ReAct: Synergizing Reasoning and Acting in Language ModelsInternational Conference on Learning Representations (ICLR), 2022 |
 Ask Me Anything: A simple strategy for prompting language modelsInternational 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 |
 Towards Boosting the Open-Domain Chatbot with Human FeedbackAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 PEER: A Collaborative Language ModelInternational Conference on Learning Representations (ICLR), 2022 |
 Learning New Skills after Deployment: Improving open-domain
internet-driven dialogue with human feedbackAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
 Discrete Key-Value BottleneckInternational Conference on Machine Learning (ICML), 2022 |
 WebShop: Towards Scalable Real-World Web Interaction with Grounded
Language AgentsNeural Information Processing Systems (NeurIPS), 2022 |
 INSCIT: Information-Seeking Conversations with Mixed-Initiative
InteractionsTransactions of the Association for Computational Linguistics (TACL), 2022 |
 Forecasting Future World Events with Neural NetworksNeural Information Processing Systems (NeurIPS), 2022 |
 Quark: Controllable Text Generation with Reinforced UnlearningNeural Information Processing Systems (NeurIPS), 2022 |
 NaturalProver: Grounded Mathematical Proof Generation with Language
ModelsNeural Information Processing Systems (NeurIPS), 2022 |
 RankGen: Improving Text Generation with Large Ranking ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 |
 Selection-Inference: Exploiting Large Language Models for Interpretable
Logical ReasoningInternational Conference on Learning Representations (ICLR), 2022 |
 Modeling Exemplification in Long-form Question Answering via RetrievalNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 |
 Dialog Inpainting: Turning Documents into DialogsInternational Conference on Machine Learning (ICML), 2022 |
 Asking for Knowledge: Training RL Agents to Query External Knowledge
Using LanguageInternational Conference on Machine Learning (ICML), 2022 |
 Which Discriminator for Cooperative Text Generation?Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 |
 Autoregressive Search Engines: Generating Substrings as Document
IdentifiersNeural Information Processing Systems (NeurIPS), 2022 |
