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Foundation Models

4845 directly classified papers

Papers per year

Papers

hub at SemEval-2021 Task 1: Fusion of Sentence and Word Frequency to Predict Lexical Complexity SEMEVAL 2021

Language Modeling and Artificial Intelligence INTERSPEECH 2021

Generative Adversarial Neural Architecture Search IJCAI 2021

Social Media Variety Geolocation with geoBERT EACL 2021

Alzheimer Disease Recognition Using Speech-Based Embeddings From Pre-Trained Models INTERSPEECH 2021

Automatic Difficulty Classification of Arabic Sentences EACL 2021

Calibrate Before Use: Improving Few-shot Performance of Language Models ICML 2021

IITK@LCP at SemEval-2021 Task 1: Classification for Lexical Complexity Regression Task SEMEVAL 2021

PENS: A Dataset and Generic Framework for Personalized News Headline Generation IJCNLP 2021

Personalized Transformer for Explainable Recommendation IJCNLP 2021

ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models EMNLP 2021

cushLEPOR: customising hLEPOR metric using Optuna for higher agreement with human judgments or pre-trained language model LaBSE EMNLP 2021

ONE: Toward ONE model, ONE algorithm, ONE corpus dedicated to sentiment analysis of Arabic/Arabizi and its dialects EACL 2021

Exploring wav2vec 2.0 on Speaker Verification and Language Identification INTERSPEECH 2021

Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence IJCNLP 2021

ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation IJCNLP 2021

A Survey on Spoken Language Understanding: Recent Advances and New Frontiers IJCAI 2021

Recipes for Building an Open-Domain Chatbot EACL 2021

DriveGAN: Towards a Controllable High-Quality Neural Simulation CVPR 2021

Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations NIPS 2021

Librispeech Transducer Model with Internal Language Model Prior Correction INTERSPEECH 2021

KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021

Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction IJCNLP 2021

We Can Explain Your Research in Layman's Terms: Towards Automating Science Journalism at Scale AAAI 2021

Can Generative Pre-trained Language Models Serve As Knowledge Bases for Closed-book QA? IJCNLP 2021