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Large Language Models

6405 directly classified papers

Papers per year

Papers

KGI: An Integrated Framework for Knowledge Intensive Language Tasks EMNLP 2022
Understanding Domain Learning in Language Models Through Subpopulation Analysis EMNLP 2022
A Comparative Analysis between Human-in-the-loop Systems and Large Language Models for Pattern Extraction Tasks EMNLP 2022
Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models EMNLP 2022
MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning EMNLP 2022
Towards Few-Shot Identification of Morality Frames using In-Context Learning EMNLP 2022
Prompt Learning for Domain Adaptation in Task-Oriented Dialogue EMNLP 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation EMNLP 2022
Analyzing Gender Representation in Multilingual Models ACL 2022
What GPT Knows About Who is Who ACL 2022
How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge? ACL 2022
About Time: Do Transformers Learn Temporal Verbal Aspect? ACL 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ACL 2022
Discontinuous Constituency and BERT: A Case Study of Dutch ACL 2022
Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models ACL 2022
How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis ACL 2022
MoEfication: Transformer Feed-forward Layers are Mixtures of Experts ACL 2022
Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL 2022
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal ACL 2022
Extracting Latent Steering Vectors from Pretrained Language Models ACL 2022
Plug-and-Play Adaptation for Continuously-updated QA ACL 2022
Developmental Negation Processing in Transformer Language Models ACL 2022
XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding ACL 2022
Data Contamination: From Memorization to Exploitation ACL 2022
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models ACL 2022