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Foundation Models

4845 directly classified papers

Papers per year

Papers

NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection NAACL 2022
Identifying Human Needs through Social Media: A study on Indian cities during COVID-19 NAACL 2022
MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control NIPS 2022
Training language models to follow instructions with human feedback NIPS 2022
QUARK: Controllable Text Generation with Reinforced Unlearning NIPS 2022
Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models NIPS 2022
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge NIPS 2022
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits NIPS 2022
NaturalProver: Grounded Mathematical Proof Generation with Language Models NIPS 2022
C2FAR: Coarse-to-Fine Autoregressive Networks for Precise Probabilistic Forecasting NIPS 2022
Understanding Hyperdimensional Computing for Parallel Single-Pass Learning NIPS 2022
Spherical Channels for Modeling Atomic Interactions NIPS 2022
Findings of the TSAR-2022 Shared Task on Multilingual Lexical Simplification EMNLP 2022
GMU-WLV at TSAR-2022 Shared Task: Evaluating Lexical Simplification Models EMNLP 2022
Safe Self-Refinement for Transformer-Based Domain Adaptation CVPR 2022
Error Correction Code Transformer NIPS 2022
Whitening Convergence Rate of Coupling-based Normalizing Flows NIPS 2022
Interpreting Operation Selection in Differentiable Architecture Search: A Perspective from Influence-Directed Explanations NIPS 2022
Decentralized Training of Foundation Models in Heterogeneous Environments NIPS 2022
Towards Improving Faithfulness in Abstractive Summarization NIPS 2022
RCML at TSAR-2022 Shared Task: Lexical Simplification With Modular Substitution Candidate Ranking EMNLP 2022
Who is GPT-3? An exploration of personality, values and demographics EMNLP 2022
AraLegal-BERT: A pretrained language model for Arabic Legal text EMNLP 2022
EpiGRAF: Rethinking training of 3D GANs NIPS 2022
Diagonal State Spaces are as Effective as Structured State Spaces NIPS 2022