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Large Language Models

9,153 papers

Papers per year

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Papers

VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation IJCNLP 2021
Probing Toxic Content in Large Pre-Trained Language Models IJCNLP 2021
Convolutions and Self-Attention: Re-interpreting Relative Positions in Pre-trained Language Models IJCNLP 2021
Are Pretrained Convolutions Better than Pretrained Transformers? IJCNLP 2021
Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution IJCNLP 2021
WARP: Word-level Adversarial ReProgramming IJCNLP 2021
AutoTinyBERT: Automatic Hyper-parameter Optimization for Efficient Pre-trained Language Models IJCNLP 2021
Lower Perplexity is Not Always Human-Like IJCNLP 2021
LexFit: Lexical Fine-Tuning of Pretrained Language Models IJCNLP 2021
Positional Artefacts Propagate Through Masked Language Model Embeddings IJCNLP 2021
StereoSet: Measuring stereotypical bias in pretrained language models IJCNLP 2021
Syntax-Enhanced Pre-trained Model IJCNLP 2021
Rethinking Stealthiness of Backdoor Attack against NLP Models IJCNLP 2021
Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter IJCNLP 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining IJCNLP 2021
GhostBERT: Generate More Features with Cheap Operations for BERT IJCNLP 2021
Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies IJCNLP 2021
Verb Knowledge Injection for Multilingual Event Processing IJCNLP 2021
TIMEDIAL: Temporal Commonsense Reasoning in Dialog IJCNLP 2021
ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic IJCNLP 2021
What’s in the Box? An Analysis of Undesirable Content in the Common Crawl Corpus IJCNLP 2021
eMLM: A New Pre-training Objective for Emotion Related Tasks IJCNLP 2021
nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? IJCNLP 2021
Question Generation for Adaptive Education IJCNLP 2021
A Simple Recipe for Multilingual Grammatical Error Correction IJCNLP 2021