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Large Language Models

9067 directly classified papers

Papers per year

Papers

LRG at SemEval-2021 Task 4: Improving Reading Comprehension with Abstract Words using Augmentation, Linguistic Features and Voting SEMEVAL 2021
nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? ACL 2021
A Simple Recipe for Multilingual Grammatical Error Correction ACL 2021
Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data ACL 2021
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries EACL 2021
Globalizing BERT-based Transformer Architectures for Long Document Summarization EACL 2021
CLiMP: A Benchmark for Chinese Language Model Evaluation EACL 2021
LESA: Linguistic Encapsulation and Semantic Amalgamation Based Generalised Claim Detection from Online Content EACL 2021
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models EACL 2021
T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition EACL 2021
LIORI at the FinCausal 2020 Shared task COLING 2020
Deep Learning Brasil - NLP at SemEval-2020 Task 9: Sentiment Analysis of Code-Mixed Tweets Using Ensemble of Language Models COLING 2020
BERT at SemEval-2020 Task 8: Using BERT to Analyse Meme Emotions COLING 2020
FinBERT: A Pre-trained Financial Language Representation Model for Financial Text Mining IJCAI 2020
CoLAKE: Contextualized Language and Knowledge Embedding COLING 2020
Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention COLING 2020
Sentence Matching with Syntax- and Semantics-Aware BERT COLING 2020
End to End Chinese Lexical Fusion Recognition with Sememe Knowledge COLING 2020
Does Chinese BERT Encode Word Structure? COLING 2020
A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English COLING 2020
IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP COLING 2020
UiO-UvA at SemEval-2020 Task 1: Contextualised Embeddings for Lexical Semantic Change Detection SEMEVAL 2020
MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning SEMEVAL 2020
SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis COLING 2020
TextLearner at SemEval-2020 Task 10: A Contextualized Ranking System in Solving Emphasis Selection in Text COLING 2020