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Large Language Models

9,153 papers

Papers per year

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Papers

BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation EMNLP 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022
Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs EMNLP 2022
BBTv2: Towards a Gradient-Free Future with Large Language Models EMNLP 2022
Mixed-effects transformers for hierarchical adaptation EMNLP 2022
On the Calibration of Massively Multilingual Language Models EMNLP 2022
Continued Pretraining for Better Zero- and Few-Shot Promptability EMNLP 2022
Is a Question Decomposition Unit All We Need? EMNLP 2022
Discourse-Aware Soft Prompting for Text Generation EMNLP 2022
SLING: Sino Linguistic Evaluation of Large Language Models EMNLP 2022
MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure EMNLP 2022
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? EMNLP 2022
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation EMNLP 2022
BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022
BERT in Plutarch’s Shadows EMNLP 2022
Fine-tuned Language Models are Continual Learners EMNLP 2022
Bernice: A Multilingual Pre-trained Encoder for Twitter EMNLP 2022
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models EMNLP 2022
Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change EMNLP 2022
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks EMNLP 2022
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI EMNLP 2022
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding EMNLP 2022
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections EMNLP 2022
Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking EMNLP 2022
Subword Evenness (SuE) as a Predictor of Cross-lingual Transfer to Low-resource Languages EMNLP 2022