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Large Language Models

9067 directly classified papers

Papers per year

Papers

The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation ACL 2022
mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling INTERSPEECH 2022
BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese INTERSPEECH 2022
DataScience-Polimi at SemEval-2022 Task 8: Stacking Language Models to Predict News Article Similarity NAACL 2022
AMEX AI Labs at SemEval-2022 Task 10: Contextualized fine-tuning of BERT for Structured Sentiment Analysis NAACL 2022
SPDB Innovation Lab at SemEval-2022 Task 10: A Novel End-to-End Structured Sentiment Analysis Model based on the ERNIE-M NAACL 2022
LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition NAACL 2022
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition NAACL 2022
DANGNT-SGU at SemEval-2022 Task 11: Using Pre-trained Language Model for Complex Named Entity Recognition NAACL 2022
Sliced at SemEval-2022 Task 11: Bigger, Better? Massively Multilingual LMs for Multilingual Complex NER on an Academic GPU Budget NAACL 2022
AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First - Using Relation Extraction to Identify Entities NAACL 2022
Cross-linguistic Comparison of Linguistic Feature Encoding in BERT Models for Typologically Different Languages NAACL 2022
Towards Toxic Positivity Detection NAACL 2022
What do Large Language Models Learn about Scripts? NAACL 2022
DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models NAACL 2022
Japanese ASR-Robust Pre-trained Language Model with Pseudo-Error Sentences Generated by Grapheme-Phoneme Conversion INTERSPEECH 2022
Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems INTERSPEECH 2022
Automatic cognitive assessment: Combining sparse datasets with disparate cognitive scores INTERSPEECH 2022
Probing Linguistic Information for Logical Inference in Pre-trained Language Models AAAI 2022
Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization AAAI 2022
VAST: The Valence-Assessing Semantics Test for Contextualizing Language Models AAAI 2022
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA AAAI 2022
AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022
BERTMap: A BERT-Based Ontology Alignment System AAAI 2022
Fast Monte-Carlo Approximation of the Attention Mechanism AAAI 2022