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Large Language Models

9067 directly classified papers

Papers per year

Papers

Detecting Depression in Thai Blog Posts: a Dataset and a Baseline EMNLP 2021
Common Sense Bias in Semantic Role Labeling EMNLP 2021
DreamDrug - A crowdsourced NER dataset for detecting drugs in darknet markets EMNLP 2021
Improving Punctuation Restoration for Speech Transcripts via External Data EMNLP 2021
ConQuest: Contextual Question Paraphrasing through Answer-Aware Synthetic Question Generation EMNLP 2021
Knowledge Distillation with Noisy Labels for Natural Language Understanding EMNLP 2021
Detection of Puffery on the English Wikipedia EMNLP 2021
BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets EMNLP 2021
Sesame Street to Mount Sinai: BERT-constrained character-level Moses models for multilingual lexical normalization EMNLP 2021
Sequence-to-Sequence Lexical Normalization with Multilingual Transformers EMNLP 2021
ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5 EMNLP 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information IJCNLP 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases IJCNLP 2021
Improving Formality Style Transfer with Context-Aware Rule Injection IJCNLP 2021
When Do You Need Billions of Words of Pretraining Data? IJCNLP 2021
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification INTERSPEECH 2021
Leveraging Pre-Trained Language Model for Speech Sentiment Analysis INTERSPEECH 2021
hub at SemEval-2021 Task 7: Fusion of ALBERT and Word Frequency Information Detecting and Rating Humor and Offense SEMEVAL 2021
DeepBlueAI at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with Stacking Diverse Language Model-Based Methods SEMEVAL 2021
NLPIITR at SemEval-2021 Task 6: RoBERTa Model with Data Augmentation for Persuasion Techniques Detection SEMEVAL 2021
SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection SEMEVAL 2021
Lone Pine at SemEval-2021 Task 5: Fine-Grained Detection of Hate Speech Using BERToxic SEMEVAL 2021
MIPT-NSU-UTMN at SemEval-2021 Task 5: Ensembling Learning with Pre-trained Language Models for Toxic Spans Detection SEMEVAL 2021
Humor@IITK at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness SEMEVAL 2021
BERT based Transformers lead the way in Extraction of Health Information from Social Media NAACL 2021