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Showing 12801–12850 of 14182 papers

TitleStatusHype
Transformer-XL: Language Modeling with Longer-Term Dependency—0
Partially Mutual Exclusive Softmax for Positive and Unlabeled data—0
Looking for ELMo's friends: Sentence-Level Pretraining Beyond Language Modeling—0
Incorporating Symbolic Sequential Modeling for Speech Enhancement—0
Enabling Robots to Understand Incomplete Natural Language Instructions Using Commonsense Reasoning—0
Routing Networks and the Challenges of Modular and Compositional ComputationCode0
Several Experiments on Investigating Pretraining and Knowledge-Enhanced Models for Natural Language InferenceCode0
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension—0
Detecting Machine-Translated Paragraphs by Matching Similar Words—0
TextKD-GAN: Text Generation using KnowledgeDistillation and Generative Adversarial NetworksCode0
Adversarial Dropout for Recurrent Neural NetworksCode0
The Curious Case of Neural Text DegenerationCode1
Few-Shot NLG with Pre-Trained Language ModelCode0
Language Models with TransformersCode0
Mask-Predict: Parallel Decoding of Conditional Masked Language ModelsCode1
Suggestion Mining from Online Reviews using ULMFiTCode0
Language Modeling through Long Term Memory Network—0
SpecAugment: A Simple Data Augmentation Method for Automatic Speech RecognitionCode1
Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation—0
Dynamic Evaluation of Transformer Language ModelsCode0
Pun Generation with SurpriseCode0
Rare Words: A Major Problem for Contextualized Embeddings And How to Fix it by Attentive MimickingCode0
Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments—0
IIT (BHU) Varanasi at MSR-SRST 2018: A Language Model Based Approach for Natural Language GenerationCode0
A Graph-based Model for Joint Chinese Word Segmentation and Dependency ParsingCode0
Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity RecognitionCode0
Exploring Methods for the Automatic Detection of Errors in Manual Transcription—0
Knowledge Distillation For Recurrent Neural Network Language Modeling With Trust Regularization—0
WeNet: Weighted Networks for Recurrent Network Architecture Search—0
Unsupervised Recurrent Neural Network GrammarsCode0
SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence CompressionCode0
Alternative Weighting Schemes for ELMo EmbeddingsCode0
Jasper: An End-to-End Convolutional Neural Acoustic ModelCode0
Identifying and Reducing Gender Bias in Word-Level Language Models—0
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence LabelingCode0
Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text ModelingCode0
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions—0
VideoBERT: A Joint Model for Video and Language Representation LearningCode0
Understanding language-elicited EEG data by predicting it from a fine-tuned language model—0
A string-to-graph constructive alignment algorithm for discrete and probabilistic language modeling—0
fairseq: A Fast, Extensible Toolkit for Sequence ModelingCode1
Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues—0
SART - Similarity, Analogies, and Relatedness for Tatar Language: New Benchmark Datasets for Word Embeddings EvaluationCode0
Automatic Spelling Correction with Transformer for CTC-based End-to-End Speech Recognition—0
Multilevel Text Normalization with Sequence-to-Sequence Networks and Multisource Learning—0
SciBERT: A Pretrained Language Model for Scientific TextCode1
Language Model Adaptation for Language and Dialect Identification of Text—0
Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation—0
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL VanishingCode0
Neural Grammatical Error Correction with Finite State Transducers—0
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