Foundation Models

Evaluating the Performance of State-of-the-Art ASR Systems on Non-Native English using Corpora with Extensive Language Background Variation Interspeech 2022 Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task ACL 2022 Exploring evolution-aware & -free protein language models as protein function predictors NeurIPS 2022 Exploring Length Generalization in Large Language Models NeurIPS 2022 Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models NeurIPS 2022 Extracting Latent Steering Vectors from Pretrained Language Models ACL 2022 Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022 Felix&Julia at SemEval-2022 Task 4: Patronizing and Condescending Language Detection SemEval 2022 FETA: Towards Specializing Foundational Models for Expert Task Applications NeurIPS 2022 FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering EMNLP 2022 Findings of the TSAR-2022 Shared Task on Multilingual Lexical Simplification EMNLP 2022 Fine-tuning BERT Models for Summarizing German Radiology Findings NAACL 2022 Flexible Generation from Fragmentary Linguistic Input ACL 2022 Forecasting Future World Events With Neural Networks NeurIPS 2022 From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers ICML 2022 General-purpose, long-context autoregressive modeling with Perceiver AR ICML 2022 Generated Knowledge Prompting for Commonsense Reasoning ACL 2022 Generating Classical Arabic Poetry using Pre-trained Models EMNLP 2022 Generative Cooperative Networks for Natural Language Generation ICML 2022 Generative Multi-hop Retrieval EMNLP 2022 GJG@TamilNLP-ACL2022: Emotion Analysis and Classification in Tamil using Transformers ACL 2022 GMU-WLV at TSAR-2022 Shared Task: Evaluating Lexical Simplification Models EMNLP 2022 GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering NAACL 2022 GREED: A Neural Framework for Learning Graph Distance Functions NeurIPS 2022 Guiding Abstractive Dialogue Summarization with Content Planning EMNLP 2022