Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMsYoung-Suk LeeArafat Sultanet al.2023EMNLP 2023
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context TuningPraveen VenkateswaranEvelyn Duesterwaldet al.2023EMNLP 2023
Knowledge Graph Compression for Enhancing Diverse Commonsense GenerationEunjeong HwangVeronika Thostet al.2023EMNLP 2023
Incorporating Syntactic Knowledge into Pre-trained Language Model using Optimization for Overcoming Catastrophic ForgettingRan IwamotoIssei Yoshidaet al.2023EMNLP 2023
Zero-shot Topical Text Classification with LLMs - an Experimental StudyAvishai GretzAlon Halfonet al.2023EMNLP 2023
CHAMP: Efficient Annotation and Consolidation of Cluster HierarchiesArie CattanTom Hopeet al.2023EMNLP 2023
Predicting Question-Answering Performance of Large Language Models through Semantic ConsistencyElla RabinovichSamuel Ackermanet al.2023EMNLP 2023
Unveiling Safety Vulnerabilities of Large Language ModelsGeorge KourMarcel Zalmanoviciet al.2023EMNLP 2023
NLPeople at NADI 2023 Shared Task: Arabic Dialect Identification with Augmented Context and Multi-Stage TuningMohab ElkarefMovina Moseset al.2023EMNLP 2023