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Large Language Models

9067 directly classified papers

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Papers

Analyzing BERT’s Knowledge of Hypernymy via Prompting EMNLP 2021
Multi-Layer Random Perturbation Training for improving Model Generalization Efficiently EMNLP 2021
What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study EMNLP 2021
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids’ Representations EMNLP 2021
An Investigation of Language Model Interpretability via Sentence Editing EMNLP 2021
Controlled tasks for model analysis: Retrieving discrete information from sequences EMNLP 2021
BERT Has Uncommon Sense: Similarity Ranking for Word Sense BERTology EMNLP 2021
Do pretrained transformers infer telicity like humans? EMNLP 2021
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color EMNLP 2021
Empathetic Dialog Generation with Fine-Grained Intents EMNLP 2021
Enriching Language Models with Visually-grounded Word Vectors and the Lancaster Sensorimotor Norms EMNLP 2021
Pragmatic competence of pre-trained language models through the lens of discourse connectives EMNLP 2021
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English EMNLP 2021
Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks EMNLP 2021
The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results EMNLP 2021
BERT Cannot Align Characters EMNLP 2021
Are BERTs Sensitive to Native Interference in L2 Production? EMNLP 2021
When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021
Learning Data Augmentation Schedules for Natural Language Processing EMNLP 2021
A Pilot Study for BERT Language Modelling and Morphological Analysis for Ancient and Medieval Greek EMNLP 2021
Clustering Monolingual Vocabularies to Improve Cross-Lingual Generalization EMNLP 2021
Specializing Multilingual Language Models: An Empirical Study EMNLP 2021
Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages EMNLP 2021
Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer EMNLP 2021
Knowledge and Keywords Augmented Abstractive Sentence Summarization EMNLP 2021