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Language Modeling

2,579 papers

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Papers

Revisiting Syllables in Language Modelling and Their Application on Low-Resource Machine Translation COLING 2022
Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning COLING 2022
Evaluating Word Embeddings in Extremely Under-Resourced Languages: A Case Study in Bribri COLING 2022
Don’t Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling COLING 2022
Equivariant Transduction through Invariant Alignment COLING 2022
Where Does Linguistic Information Emerge in Neural Language Models? Measuring Gains and Contributions across Layers COLING 2022
A Closer Look at Parameter Contributions When Training Neural Language and Translation Models COLING 2022
KNOT: Knowledge Distillation Using Optimal Transport for Solving NLP Tasks COLING 2022
An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning COLING 2022
Reweighting Strategy Based on Synthetic Data Identification for Sentence Similarity COLING 2022
MaxMatch-Dropout: Subword Regularization for WordPiece COLING 2022
Improving Zero-Shot Multilingual Text Generation via Iterative Distillation COLING 2022
Paraphrase Generation as Unsupervised Machine Translation COLING 2022
Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio COLING 2022
Can We Train a Language Model Inside an End-to-End ASR Model? - Investigating Effective Implicit Language Modeling COLING 2022
Predictive Text for Agglutinative and Polysynthetic Languages COLING 2022
On the Effects of Video Grounding on Language Models COLING 2022
Towards More Natural Artificial Languages CONLL 2022
Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling EMNLP 2022
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder EMNLP 2022
A Unified Encoder-Decoder Framework with Entity Memory EMNLP 2022
Segmenting Numerical Substitution Ciphers EMNLP 2022
Reasoning Like Program Executors EMNLP 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022
PLM-based World Models for Text-based Games EMNLP 2022