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Language Modeling

1090 directly classified papers

Papers per year

Papers

MetaICL: Learning to Learn In Context NAACL 2022
Using Natural Sentence Prompts for Understanding Biases in Language Models NAACL 2022
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022
On the Use of Bert for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation NAACL 2022
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis NAACL 2022
Learning to Transfer Prompts for Text Generation NAACL 2022
Improving negation detection with negation-focused pre-training NAACL 2022
Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge NAACL 2022
Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens NAACL 2022
A Corpus for Understanding and Generating Moral Stories NAACL 2022
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes NAACL 2022
Probe-Less Probing of BERT’s Layer-Wise Linguistic Knowledge with Masked Word Prediction NAACL 2022
Do Language Models Make Human-like Predictions about the Coreferents of Italian Anaphoric Zero Pronouns? COLING 2022
Topicalization in Language Models: A Case Study on Japanese COLING 2022
Can Edge Probing Tests Reveal Linguistic Knowledge in QA Models? COLING 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion COLING 2022
Event Causality Identification via Derivative Prompt Joint Learning COLING 2022
CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations COLING 2022
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022
Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022
MonoByte: A Pool of Monolingual Byte-level Language Models COLING 2022
WikiHan: A New Comparative Dataset for Chinese Languages COLING 2022
KoBEST: Korean Balanced Evaluation of Significant Tasks COLING 2022
CSL: A Large-scale Chinese Scientific Literature Dataset COLING 2022
COIN – an Inexpensive and Strong Baseline for Predicting Out of Vocabulary Word Embeddings COLING 2022