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Language Modeling

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TitleStatusHype
Unsupervised pre-training of graph transformers on patient population graphsCode1
The Birth of Bias: A case study on the evolution of gender bias in an English language modelCode0
Language Model CascadesCode2
Language models of protein sequences at the scale of evolution enable accurate structure prediction—0
Label2Label: A Language Modeling Framework for Multi-Attribute LearningCode1
Towards the Human Global Context: Does the Vision-Language Model Really Judge Like a Human Being?—0
Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices—0
Word Play for Playing Othello (Reverses)—0
STT: Soft Template Tuning for Few-Shot Adaptation—0
Natural language processing for clusterization of genes according to their functions—0
An Overview of Distant Supervision for Relation Extraction with a Focus on Denoising and Pre-training Methods—0
ELECTRA is a Zero-Shot Learner, TooCode0
Clover: Towards A Unified Video-Language Alignment and Fusion ModelCode1
Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model—0
A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language—0
Learning Flexible Translation between Robot Actions and Language Descriptions—0
Beware the Rationalization Trap! When Language Model Explainability Diverges from our Mental Models of Language—0
BERTIN: Efficient Pre-Training of a Spanish Language Model using Perplexity Sampling—0
Confident Adaptive Language Modeling—0
Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration—0
Recurrent Memory TransformerCode2
Multilinguals at SemEval-2022 Task 11: Complex NER in Semantically Ambiguous Settings for Low Resource LanguagesCode0
Neural Data-to-Text Generation Based on Small Datasets: Comparing the Added Value of Two Semi-Supervised Learning Approaches on Top of a Large Language Model—0
Scene Text Recognition with Permuted Autoregressive Sequence ModelsCode2
N-Grammer: Augmenting Transformers with latent n-gramsCode4
Text-driven Emotional Style Control and Cross-speaker Style Transfer in Neural TTS—0
A Transfer Learning Based Model for Text Readability Assessment in German—0
A Novel DeBERTa-based Model for Financial Question Answering Task—0
LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language, Vision, and ActionCode2
Internal Language Model Estimation based Language Model Fusion for Cross-Domain Code-Switching Speech Recognition—0
The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent ApplicationsCode1
Meta-Learning the Difference: Preparing Large Language Models for Efficient AdaptationCode0
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval—0
Gender Biases and Where to Find Them: Exploring Gender Bias in Pre-Trained Transformer-based Language Models Using Movement PruningCode0
ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks—0
Cross-Lingual QA as a Stepping Stone for Monolingual Open QA in Icelandic—0
Robustness Analysis of Video-Language Models Against Visual and Language PerturbationsCode0
MIA 2022 Shared Task Submission: Leveraging Entity Representations, Dense-Sparse Hybrids, and Fusion-in-Decoder for Cross-Lingual Question Answering—0
Probing via PromptingCode1
Egocentric Video-Language Pretraining @ Ego4D Challenge 2022Code2
BERT, can HE predict contrastive focus? Predicting and controlling prominence in neural TTS using a language model—0
Accurate RNA 3D structure prediction using a language model-based deep learning approachCode2
Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022Code2
Generating Repetitions with Appropriate Repeated WordsCode0
UserLibri: A Dataset for ASR Personalization Using Only Text—0
Self-supervised Product Title Rewrite for Product Listing Ads—0
Exploring the Effect of Dialect Mismatched Language Models in Telugu Automatic Speech Recognition—0
HATE-ITA: New Baselines for Hate Speech Detection in ItalianCode0
Intent Discovery for Enterprise Virtual Assistants: Applications of Utterance Embedding and Clustering to Intent Mining—0
HuaAMS at SemEval-2022 Task 8: Combining Translation and Domain Pre-training for Cross-lingual News Article Similarity—0
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