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Large Language Models

6405 directly classified papers

Papers per year

Papers

How Does BERT Rerank Passages? An Attribution Analysis with Information Bottlenecks EMNLP 2021
A howling success or a working sea? Testing what BERT knows about metaphors EMNLP 2021
Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? EMNLP 2021
LMdiff: A Visual Diff Tool to Compare Language Models EMNLP 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation EMNLP 2021
Contrastive Out-of-Distribution Detection for Pretrained Transformers EMNLP 2021
Making Pre-trained Language Models Better Few-shot Learners ACL 2021
VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation ACL 2021
Syntax-augmented Multilingual BERT for Cross-lingual Transfer ACL 2021
How to Adapt Your Pretrained Multilingual Model to 1600 Languages ACL 2021
Modeling Hierarchical Structures with Continuous Recursive Neural Networks ICML 2021
Naive Bayes versus BERT: Jupyter notebook assignments for an introductory NLP course NAACL 2021
Learning about Word Vector Representations and Deep Learning through Implementing Word2vec NAACL 2021
AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises AACL 2020
Semantics-Aware BERT for Language Understanding AAAI 2020
Robustness to Programmable String Transformations via Augmented Abstract Training ICML 2020
Comparing Probabilistic, Distributional and Transformer-Based Models on Logical Metonymy Interpretation AACL 2020
Evaluating Commonsense in Pre-Trained Language Models AAAI 2020
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices ACL 2020
Pretrained Transformers Improve Out-of-Distribution Robustness ACL 2020
On the Robustness of Language Encoders against Grammatical Errors ACL 2020
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL 2020
RikiNet: Reading Wikipedia Pages for Natural Question Answering ACL 2020
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly ACL 2020
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation ACL 2020