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Large Language Models

6405 directly classified papers

Papers per year

Papers

LayerConnect: Hypernetwork-Assisted Inter-Layer Connector to Enhance Parameter Efficiency COLING 2022
How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild AAAI 2022
Enhanced Story Comprehension for Large Language Models through Dynamic Document-Based Knowledge Graphs AAAI 2022
Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC CVPR 2022
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks CVPR 2022
Towards Coherent and Consistent Use of Entities in Narrative Generation ICML 2022
MiQA: A Benchmark for Inference on Metaphorical Questions AACL 2022
DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022
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
Learning to Transfer Prompts for Text Generation NAACL 2022
Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks NAACL 2022
DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks NAACL 2022
Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning COLING 2022
Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING 2022