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Large Language Models

6405 directly classified papers

Papers per year

Papers

Analyzing Encoded Concepts in Transformer Language Models NAACL 2022
ChapterBreak: A Challenge Dataset for Long-Range Language Models NAACL 2022
Testing the Ability of Language Models to Interpret Figurative Language NAACL 2022
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models NAACL 2022
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL 2022
Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens NAACL 2022
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances NAACL 2022
DynamicTOC: Persona-based Table of Contents for Consumption of Long Documents NAACL 2022
On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model NAACL 2022
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? NAACL 2022
Few-Shot Semantic Parsing with Language Models Trained on Code NAACL 2022
Methods for Estimating and Improving Robustness of Language Models NAACL 2022
Who did what to Whom? Language models and humans respond diversely to features affecting argument hierarchy construction IJCNLP 2022
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models IJCNLP 2022
Director: Generator-Classifiers For Supervised Language Modeling IJCNLP 2022
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour IJCNLP 2022
Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique IJCNLP 2022
Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification IJCNLP 2022
Assessing Combinational Generalization of Language Models in Biased Scenarios IJCNLP 2022
MetaICL: Learning to Learn In Context NAACL 2022
Incorporating Centering Theory into Neural Coreference Resolution NAACL 2022
Can Transformers Process Recursive Nested Constructions, Like Humans? COLING 2022
MetaPrompting: Learning to Learn Better Prompts COLING 2022
Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models COLING 2022
TestAug: A Framework for Augmenting Capability-based NLP Tests COLING 2022