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Foundation Models

4845 directly classified papers

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Papers

Integration of Heterogeneous Knowledge Sources for Biomedical Text Processing EMNLP 2022
How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022
AstBERT: Enabling Language Model for Financial Code Understanding with Abstract Syntax Trees EMNLP 2022
Collateral facilitation in humans and language models EMNLP 2022
What do Large Language Models Learn beyond Language? EMNLP 2022
A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing EMNLP 2022
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models EMNLP 2022
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? EMNLP 2022
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective EMNLP 2022
The Devil in Linear Transformer EMNLP 2022
Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture CVPR 2022
Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing EMNLP 2022
LILA: A Unified Benchmark for Mathematical Reasoning EMNLP 2022
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing EMNLP 2022
Diffusion Models as Plug-and-Play Priors NIPS 2022
What do Large Language Models Learn about Scripts? NAACL 2022
Prompt Distribution Learning CVPR 2022
AnaLog: Testing Analytical and Deductive Logic Learnability in Language Models NAACL 2022
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering EMNLP 2022
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller EMNLP 2022
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature EMNLP 2022
WavPrompt: Towards Few-Shot Spoken Language Understanding with Frozen Language Models INTERSPEECH 2022
How Far are We from Robust Long Abstractive Summarization? EMNLP 2022
Evaluating the Performance of State-of-the-Art ASR Systems on Non-Native English using Corpora with Extensive Language Background Variation INTERSPEECH 2022
An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels ACL 2022