Language Models

Switch-GPT: An Effective Method for Constrained Text Generation under Few-Shot Settings (Student Abstract) AAAI 2022 Syntax-guided Contrastive Learning for Pre-trained Language Model ACL 2022 TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data EMNLP 2022 TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models EMNLP 2022 Testing Pre-trained Language Models’ Understanding of Distributivity via Causal Mediation Analysis EMNLP 2022 TextBox 2.0: A Text Generation Library with Pre-trained Language Models EMNLP 2022 TGEA 2.0: A Large-Scale Diagnostically Annotated Dataset with Benchmark Tasks for Text Generation of Pretrained Language Models NeurIPS 2022 The AIC System for the WMT 2022 Unsupervised MT and Very Low Resource Supervised MT Task EMNLP 2022 The Best of both Worlds: Dual Channel Language modeling for Hope Speech Detection in low-resourced Kannada ACL 2022 The Curious Case of Control EMNLP 2022 Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure EMNLP 2022 Towards In-Context Non-Expert Evaluation of Reflection Generation for Counselling Conversations EMNLP 2022 Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach EMNLP 2022 Type-Driven Multi-Turn Corrections for Grammatical Error Correction ACL 2022 Understanding Domain Learning in Language Models Through Subpopulation Analysis EMNLP 2022 UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022 Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling EMNLP 2022 Unsupervised Lexical Substitution with Decontextualised Embeddings COLING 2022 VisualGPT: Data-Efficient Adaptation of Pretrained Language Models for Image Captioning CVPR 2022 What Has Been Enhanced in my Knowledge-Enhanced Language Model? EMNLP 2022 When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain EMNLP 2022 WikiOmnia: filtration and evaluation of the generated QA corpus on the whole Russian Wikipedia EMNLP 2022 Word Order Does Matter and Shuffled Language Models Know It ACL 2022 Zero- and Few-Shot NLP with Pretrained Language Models ACL 2022 Adapting Neural Machine Translation for Automatic Post-Editing EMNLP 2021