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Foundation Models

4845 directly classified papers

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Papers

Describing Differences between Text Distributions with Natural Language ICML 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model INTERSPEECH 2022
De novo mass spectrometry peptide sequencing with a transformer model ICML 2022
MarSan at SemEval-2022 Task 11: Multilingual complex named entity recognition using T5 and transformer encoder SEMEVAL 2022
Region-Based Semantic Factorization in GANs ICML 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022
Word Order Matters When You Increase Masking EMNLP 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding EMNLP 2022
Controlled Language Generation for Language Learning Items EMNLP 2022
Language Models as Knowledge Embeddings IJCAI 2022
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training EMNLP 2022
FETA: Towards Specializing Foundational Models for Expert Task Applications NIPS 2022
Language Models Understand Us, Poorly EMNLP 2022
Outlier Dimensions that Disrupt Transformers are Driven by Frequency EMNLP 2022
PLM-based World Models for Text-based Games EMNLP 2022
SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning EMNLP 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering EMNLP 2022
Masked Language Models Know Which are Popular: A Simple Ranking Strategy for Commonsense Question Answering EMNLP 2022
Guiding Abstractive Dialogue Summarization with Content Planning EMNLP 2022
MLLabs-LIG at TempoWiC 2022: A Generative Approach for Examining Temporal Meaning Shift EMNLP 2022
A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems EMNLP 2022
Offline-to-Online Co-Evolutional User Simulator and Dialogue System EMNLP 2022
Towards Robust Blind Face Restoration with Codebook Lookup Transformer NIPS 2022
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search NIPS 2022
TaxoPrompt: A Prompt-based Generation Method with Taxonomic Context for Self-Supervised Taxonomy Expansion IJCAI 2022