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Language Modeling

1624 directly classified papers

Papers per year

Papers

Revisiting the Compositional Generalization Abilities of Neural Sequence Models ACL 2022
IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and Inclusion ACL 2022
Challenging America: Modeling language in longer time scales NAACL 2022
Coherence boosting: When your pretrained language model is not paying enough attention ACL 2022
Fair and Argumentative Language Modeling for Computational Argumentation ACL 2022
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework ICML 2022
Towards Coherent and Consistent Use of Entities in Narrative Generation ICML 2022
Transformer Quality in Linear Time ICML 2022
Dependency-based Mixture Language Models ACL 2022
ClinicalT5: A Generative Language Model for Clinical Text EMNLP 2022
Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand NAACL 2022
On the Effect of Pretraining Corpora on In-context Learning by a Large-scale Language Model NAACL 2022
Director: Generator-Classifiers For Supervised Language Modeling IJCNLP 2022
Design principles of an open-source language modeling microservice package for AAC text-entry applications ACL 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering NIPS 2022
Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling NIPS 2022
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models NIPS 2022
Multilingual Syntax-aware Language Modeling through Dependency Tree Conversion ACL 2022
Ancestor-to-Creole Transfer is Not a Walk in the Park ACL 2022
Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics NAACL 2022
StableMoE: Stable Routing Strategy for Mixture of Experts ACL 2022
Low-Rank Softmax Can Have Unargmaxable Classes in Theory but Rarely in Practice ACL 2022
Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization INTERSPEECH 2022
Softmax Bottleneck Makes Language Models Unable to Represent Multi-mode Word Distributions ACL 2022
Improving Language Models by Retrieving from Trillions of Tokens ICML 2022