Foundation Models

PRIDE: Predicting Relationships in Conversations EMNLP 2021 ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction SemEval 2021 Recipes for Adapting Pre-trained Monolingual and Multilingual Models to Machine Translation EACL 2021 Recipes for Building an Open-Domain Chatbot EACL 2021 ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models EMNLP 2021 Relational World Knowledge Representation in Contextual Language Models: A Review EMNLP 2021 Relative Positional Encoding for Transformers with Linear Complexity ICML 2021 Representing Numbers in NLP: a Survey and a Vision NAACL 2021 Residual Energy-Based Models for Text JMLR 2021 RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation ACL 2021 RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms EMNLP 2021 Robust Compressed Sensing MRI with Deep Generative Priors NeurIPS 2021 Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables SemEval 2021 SciConceptMiner: A system for large-scale scientific concept discovery ACL 2021 SE(3)-equivariant prediction of molecular wavefunctions and electronic densities NeurIPS 2021 SHAPE: Shifted Absolute Position Embedding for Transformers EMNLP 2021 Show Me How To Revise: Improving Lexically Constrained Sentence Generation with XLNet AAAI 2021 Single-Shot Scene Reconstruction CoRL 2021 SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining ACL 2021 Social Media Variety Geolocation with geoBERT EACL 2021 Soft-IntroVAE: Analyzing and Improving the Introspective Variational Autoencoder CVPR 2021 SOLQ: Segmenting Objects by Learning Queries NeurIPS 2021 Solving Inverse Problems with a Flow-based Noise Model ICML 2021 SRPOL DIALOGUE SYSTEMS at SemEval-2021 Task 5: Automatic Generation of Training Data for Toxic Spans Detection SemEval 2021 Storchastic: A Framework for General Stochastic Automatic Differentiation NeurIPS 2021