Large Language Models

Prompt-based Text Entailment for Low-Resource Named Entity Recognition COLING 2022 Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words COLING 2022 Prompt-Driven Neural Machine Translation ACL 2022 PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning EMNLP 2022 Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models EMNLP 2022 Prompting for a conversation: How to control a dialog model? COLING 2022 Prompt Learning for Domain Adaptation in Task-Oriented Dialogue EMNLP 2022 Prompt-learning for Fine-grained Entity Typing EMNLP 2022 PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts ACL 2022 Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts NAACL 2022 Proof Artifact Co-Training for Theorem Proving with Language Models ICLR 2022 Psycholinguistic Diagnosis of Language Models’ Commonsense Reasoning ACL 2022 Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability AAAI 2022 QiuNiu: A Chinese Lyrics Generation System with Passage-Level Input ACL 2022 QuALITY: Question Answering with Long Input Texts, Yes! NAACL 2022 Quantifying Adaptability in Pre-trained Language Models with 500 Tasks NAACL 2022 Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks EMNLP 2022 QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation EMNLP 2022 RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL EMNLP 2022 RCML at TSAR-2022 Shared Task: Lexical Simplification With Modular Substitution Candidate Ranking EMNLP 2022 Reasoning Like Program Executors EMNLP 2022 Recent Advances in Pre-trained Language Models: Why Do They Work and How Do They Work AACL 2022 Recovering Private Text in Federated Learning of Language Models NeurIPS 2022 Reframing Instructional Prompts to GPTk’s Language ACL 2022 Replicability under Near-Perfect Conditions – A Case-Study from Automatic Summarization ACL 2022