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Large Language Models

9067 directly classified papers

Papers per year

Papers

MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding IJCNLP 2021
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
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
Rethinking Stealthiness of Backdoor Attack against NLP Models IJCNLP 2021
GhostBERT: Generate More Features with Cheap Operations for BERT IJCNLP 2021
TIMEDIAL: Temporal Commonsense Reasoning in Dialog IJCNLP 2021
ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic 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
Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 IJCNLP 2021
Injecting Descriptive Meta-Information into Pre-Trained Language Models with Hypernetworks INTERSPEECH 2021
MVP-BERT: Multi-Vocab Pre-training for Chinese BERT IJCNLP 2021
On the differences between BERT and MT encoder spaces and how to address them in translation tasks IJCNLP 2021
Reusable Templates and Guides For Documenting Datasets and Models for Natural Language Processing and Generation: A Case Study of the HuggingFace and GEM Data and Model Cards IJCNLP 2021
NICT-5’s Submission To WAT 2021: MBART Pre-training And In-Domain Fine Tuning For Indic Languages IJCNLP 2021
ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction ACL 2021