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Foundation Models

4845 directly classified papers

Papers per year

Papers

Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts EMNLP 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model? EMNLP 2022
On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization EMNLP 2022
Adapters for Enhanced Modeling of Multilingual Knowledge and Text EMNLP 2022
On the Role of Bidirectionality in Language Model Pre-Training EMNLP 2022
Multi-Path Transformer is Better: A Case Study on Neural Machine Translation EMNLP 2022
JSI at SemEval-2022 Task 1: CODWOE - Reverse Dictionary: Monolingual and cross-lingual approaches SEMEVAL 2022
Language Models as Agent Models EMNLP 2022
Retroformer: Pushing the Limits of End-to-end Retrosynthesis Transformer ICML 2022
A Contrastive Framework for Neural Text Generation NIPS 2022
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models NIPS 2022
How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild AAAI 2022
Validating Causal Inference Methods ICML 2022
Enhanced adaptive optics control with image to image translation UAI 2022
Composing Partial Differential Equations with Physics-Aware Neural Networks ICML 2022
Don’t Say What You Don’t Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search EMNLP 2022
A Benchmark for Neural Readability Assessment of Texts in Spanish EMNLP 2022
PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs ICML 2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems IJCNLP 2022
UKPGAN: A General Self-Supervised Keypoint Detector CVPR 2022
Context Limitations Make Neural Language Models More Human-Like EMNLP 2022
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing CVPR 2022
Learning functions on multiple sets using multi-set transformers UAI 2022
An Error Analysis of Generative Adversarial Networks for Learning Distributions JMLR 2022
Rethinking the Setting of Semi-supervised Learning on Graphs IJCAI 2022