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Large Language Models

9067 directly classified papers

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Papers

Factual Consistency of Multilingual Pretrained Language Models ACL 2022
Improving Robustness of Language Models from a Geometry-aware Perspective ACL 2022
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption ACL 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ACL 2022
You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings ACL 2022
GPT-NeoX-20B: An Open-Source Autoregressive Language Model ACL 2022
Dataset Debt in Biomedical Language Modeling ACL 2022
Emergent Structures and Training Dynamics in Large Language Models ACL 2022
Position-based Prompting for Health Outcome Generation ACL 2022
Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets ACL 2022
Psycholinguistic Diagnosis of Language Models’ Commonsense Reasoning ACL 2022
What GPT Knows About Who is Who ACL 2022
Using neural topic models to track context shifts of words: a case study of COVID-related terms before and after the lockdown in April 2020 ACL 2022
OPI@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text using RoBERTa Pre-trained Language Models ACL 2022
Design principles of an open-source language modeling microservice package for AAC text-entry applications ACL 2022
PINGAN_AI at SemEval-2022 Task 9: Recipe knowledge enhanced model applied in Competence-based Multimodal Question Answering SEMEVAL 2022
BRCC and SentiBahasaRojak: The First Bahasa Rojak Corpus for Pretraining and Sentiment Analysis Dataset COLING 2022
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models COLING 2022
FeatureBART: Feature Based Sequence-to-Sequence Pre-Training for Low-Resource NMT COLING 2022
Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model COLING 2022
A Japanese Masked Language Model for Academic Domain COLING 2022
Evaluating Pre-Trained Language Models on Multi-Document Summarization for Literature Reviews COLING 2022
Abstractive Approaches To Multidocument Summarization Of Medical Literature Reviews COLING 2022
PingAnTech at SMM4H task1: Multiple pre-trained model approaches for Adverse Drug Reactions COLING 2022
Enolp musk@SMM4H’22 : Leveraging Pre-trained Language Models for Stance And Premise Classification COLING 2022