Large Language Models

Data Contamination: From Memorization to Exploitation ACL 2022 DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022 Developing Prefix-Tuning Models for Hierarchical Text Classification EMNLP 2022 Developmental Negation Processing in Transformer Language Models ACL 2022 Dialo-AP: A Dependency Parsing Based Argument Parser for Dialogues COLING 2022 DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization AAAI 2022 Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners ICLR 2022 Discontinuous Constituency and BERT: A Case Study of Dutch ACL 2022 DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding AAAI 2022 Does BERT Recognize an Agent? Modeling Dowty’s Proto-Roles with Contextual Embeddings COLING 2022 Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation COLING 2022 Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour AACL 2022 Do Language Models Make Human-like Predictions about the Coreferents of Italian Anaphoric Zero Pronouns? COLING 2022 Do Language Models Understand Measurements? EMNLP 2022 Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022 DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks NAACL 2022 DynamicTOC: Persona-based Table of Contents for Consumption of Long Documents NAACL 2022 EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022 ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL 2022 Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering EMNLP 2022 Enhanced Story Comprehension for Large Language Models through Dynamic Document-Based Knowledge Graphs AAAI 2022 Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference EMNLP 2022 Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning EMNLP 2022 ePiC: Employing Proverbs in Context as a Benchmark for Abstract Language Understanding ACL 2022 EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022