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Foundation Models

4845 directly classified papers

Papers per year

Papers

On the Out-of-distribution Generalization of Probabilistic Image Modelling NIPS 2021

GPT Perdetry Test: Generating new meanings for new words NAACL 2021

TicketTalk: Toward human-level performance with end-to-end, transaction-based dialog systems ACL 2021

Pathwise Conditioning of Gaussian Processes JMLR 2021

SHAPE: Shifted Absolute Position Embedding for Transformers EMNLP 2021

Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects EMNLP 2021

How Do Neural Sequence Models Generalize? Local and Global Cues for Out-of-Distribution Prediction EMNLP 2021

Paint Transformer: Feed Forward Neural Painting With Stroke Prediction ICCV 2021

UoR at SemEval-2021 Task 7: Utilizing Pre-trained DistilBERT Model and Multi-scale CNN for Humor Detection ACL 2021

TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training ACL 2021

UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction ACL 2021

UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model ACL 2021

NLP-IIS@UT at SemEval-2021 Task 4: Machine Reading Comprehension using the Long Document Transformer ACL 2021

IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest Detection ACL 2021

NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques ACL 2021

Cisco at SemEval-2021 Task 5: What’s Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments ACL 2021

KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations ACL 2021

RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation ACL 2021

Pre-training Methods for Neural Machine Translation ACL 2021

A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs EMNLP 2021

SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining ACL 2021

Lexicon Enhanced Chinese Sequence Labeling Using BERT Adapter ACL 2021

Zero-Shot Text-to-Image Generation ICML 2021

CLaC-BP at SemEval-2021 Task 8: SciBERT Plus Rules for MeasEval ACL 2021

KnowGraph@IITK at SemEval-2021 Task 11: Building Knowledge Graph for NLP Research ACL 2021