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Large Language Models

6405 directly classified papers

Papers per year

Papers

Probing for the Usage of Grammatical Number ACL 2022
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection ACL 2022
Noisy Channel Language Model Prompting for Few-Shot Text Classification ACL 2022
ePiC: Employing Proverbs in Context as a Benchmark for Abstract Language Understanding ACL 2022
Continual Sequence Generation with Adaptive Compositional Modules ACL 2022
Cross-Task Generalization via Natural Language Crowdsourcing Instructions ACL 2022
TruthfulQA: Measuring How Models Mimic Human Falsehoods ACL 2022
Life after BERT: What do Other Muppets Understand about Language? ACL 2022
bert2BERT: Towards Reusable Pretrained Language Models ACL 2022
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages ACL 2022
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce EMNLP 2021
Probing Across Time: What Does RoBERTa Know and When? EMNLP 2021
Span Fine-tuning for Pre-trained Language Models EMNLP 2021
TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation EMNLP 2021
GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method EMNLP 2021
Challenges in Detoxifying Language Models EMNLP 2021
LMSOC: An Approach for Socially Sensitive Pretraining EMNLP 2021
Reconsidering the Past: Optimizing Hidden States in Language Models EMNLP 2021
Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? EMNLP 2021
A howling success or a working sea? Testing what BERT knows about metaphors EMNLP 2021
On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021
Probing Language Models for Understanding of Temporal Expressions EMNLP 2021
Vyākarana: A Colorless Green Benchmark for Syntactic Evaluation in Indic Languages EMNLP 2021
Comprehension Based Question Answering using Bloom’s Taxonomy ACL 2021
On the differences between BERT and MT encoder spaces and how to address them in translation tasks ACL 2021