Language Modeling

PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022 PInKS: Preconditioned Commonsense Inference with Minimal Supervision AACL 2022 PLM-based World Models for Text-based Games EMNLP 2022 Plug and Play Knowledge Distillation for kNN-LM with External Logits AACL 2022 Plug-and-Play Recipe Generation with Content Planning EMNLP 2022 Position-based Prompting for Health Outcome Generation ACL 2022 Post-Training with Interrogative Sentences for Enhancing BART-based Korean Question Generator AACL 2022 Predictive Text for Agglutinative and Polysynthetic Languages COLING 2022 Pretrained Biomedical Language Models for Clinical NLP in Spanish ACL 2022 Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022 Probe-Less Probing of BERT’s Layer-Wise Linguistic Knowledge with Masked Word Prediction NAACL 2022 Probing as Quantifying Inductive Bias ACL 2022 Probing for Incremental Parse States in Autoregressive Language Models EMNLP 2022 Probing via Prompting NAACL 2022 Programmable Annotation with Diversed Heuristics and Data Denoising COLING 2022 PromptBERT: Improving BERT Sentence Embeddings with Prompts EMNLP 2022 Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models EMNLP 2022 Provably Confidential Language Modelling NAACL 2022 Proxy Learning of Visual Concepts of Fine Art Paintings from Styles through Language Models AAAI 2022 Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability AAAI 2022 Qualitative Evaluation of Language Model Rescoring in Automatic Speech Recognition Interspeech 2022 Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL 2022 Quantifying Synthesis and Fusion and their Impact on Machine Translation NAACL 2022 Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings ACL 2022 ReACC: A Retrieval-Augmented Code Completion Framework ACL 2022