← Core AI
Artificial Intelligence › Core AI ›

Large Language Models

6405 directly classified papers

Papers per year

Papers

DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization AAAI 2022
Orca: A Distributed Serving System for Transformer-Based Generative Models OSDI 2022
Who did what to Whom? Language models and humans respond diversely to features affecting argument hierarchy construction AACL 2022
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour AACL 2022
AutoBERT-Zero: Evolving BERT Backbone from Scratch AAAI 2022
Pre-Trained Language Models for Interactive Decision-Making NIPS 2022
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space EMNLP 2022
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference EMNLP 2022
EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022
Evidence > Intuition: Transferability Estimation for Encoder Selection EMNLP 2022
Developing Prefix-Tuning Models for Hierarchical Text Classification EMNLP 2022
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support EMNLP 2022
About Time: Do Transformers Learn Temporal Verbal Aspect? ACL 2022
Analyzing Gender Representation in Multilingual Models ACL 2022
MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning EMNLP 2022
Is a Question Decomposition Unit All We Need? EMNLP 2022
SLING: Sino Linguistic Evaluation of Large Language Models EMNLP 2022
HashFormers: Towards Vocabulary-independent Pre-trained Transformers EMNLP 2022
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training EMNLP 2022
When Language Model Meets Private Library EMNLP 2022
Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models EMNLP 2022
Can language models learn from explanations in context? EMNLP 2022
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages ACL 2022
bert2BERT: Towards Reusable Pretrained Language Models ACL 2022