language modeling

655 papers

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NLM LM

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language model (4573) text generation (2903) recurrent neural network (1790) large language model (12755) neural network (6616) transformer architecture (1555) representation learning (6174) attention mechanism (3975) machine translation (2472) automatic speech recognition (1764)

Papers

Residual Learning of Neural Text Generation with n-gram Language Model EMNLP 2022

DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents COLING 2022

Revisiting Syllables in Language Modelling and Their Application on Low-Resource Machine Translation COLING 2022

Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances ACL 2021

DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling ACL 2021

Searching for Efficient Transformers for Language Modeling NIPS 2021

Sparse is Enough in Scaling Transformers NIPS 2021

On the Role of Corpus Ordering in Language Modeling EMNLP 2021

Natural Language Processing Meets Quantum Physics: A Survey and Categorization EMNLP 2021

Math Word Problem Generation with Mathematical Consistency and Problem Context Constraints EMNLP 2021

Rationales for Sequential Predictions EMNLP 2021

You should evaluate your language model on marginal likelihood over tokenisations EMNLP 2021

A Theoretical Analysis of the Repetition Problem in Text Generation AAAI 2021

On the Softmax Bottleneck of Recurrent Language Models AAAI 2021

Understanding by Understanding Not: Modeling Negation in Language Models NAACL 2021

Revisiting Simple Neural Probabilistic Language Models NAACL 2021

Let’s be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction ACL 2021

Segatron: Segment-Aware Transformer for Language Modeling and Understanding AAAI 2021

BART for Post-Correction of OCR Newspaper Text EMNLP 2021

Language Modeling, Lexical Translation, Reordering: The Training Process of NMT through the Lens of Classical SMT EMNLP 2021

LMSOC: An Approach for Socially Sensitive Pretraining EMNLP 2021

Many-to-English Machine Translation Tools, Data, and Pretrained Models ACL 2021

Shortformer: Better Language Modeling using Shorter Inputs ACL 2021

FlowPrior: Learning Expressive Priors for Latent Variable Sentence Models NAACL 2021

Dependency Locality and Neural Surprisal as Predictors of Processing Difficulty: Evidence from Reading Times NAACL 2021