Natural Language Processing

KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models COLING 2024 KITAB: Evaluating LLMs on Constraint Satisfaction for Information Retrieval ICLR 2024 KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions ACL 2024 KMatrix: A Flexible Heterogeneous Knowledge Enhancement Toolkit for Large Language Model EMNLP 2024 kNN-BOX: A Unified Framework for Nearest Neighbor Generation EACL 2024 kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning NAACL 2024 KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction EMNLP 2024 Know-Adapter: Towards Knowledge-Aware Parameter-Efficient Transfer Learning for Few-shot Named Entity Recognition COLING 2024 KnowComp at DialAM-2024: Fine-tuning Pre-trained Language Models for Dialogical Argument Mining with Inference Anchoring Theory ACL 2024 KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning SemEval 2024 KNOWCOMP POKEMON Team at DialAM-2024: A Two-Stage Pipeline for Detecting Relations in Dialogue Argument Mining ACL 2024 KnowGPT: Knowledge Graph based Prompting for Large Language Models NeurIPS 2024 “Knowing When You Don’t Know”: A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation EMNLP 2024 Knowlab’s Submission to L+M Shared Task: All you need is continued pretraining of chemistry texts even for molecule captioning ACL 2024 KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation NAACL 2024 Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning NAACL 2024 Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024 Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians ACL 2024 Knowledge-augmented Financial Market Analysis and Report Generation EMNLP 2024 Knowledge-Aware Reasoning over Multimodal Semi-structured Tables EMNLP 2024 Knowledge-aware Reinforced Language Models for Protein Directed Evolution ICML 2024 Knowledge-based Consistency Testing of Large Language Models EMNLP 2024 Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models ICLR 2024 Knowledge-centered conversational agents with a drive to learn NAACL 2024 Knowledge-Centric Hallucination Detection EMNLP 2024