instruction tuning

Understanding Catastrophic Forgetting in Language Models via Implicit Inference ICLR 2024 UNICORN: A Unified Causal Video-Oriented Language-Modeling Framework for Temporal Video-Language Tasks EMNLP 2024 UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt COLING 2024 UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition ICLR 2024 UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions NAACL 2024 Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval EMNLP 2024 Unveiling Imitation Learning: Exploring the impact of Data Falsity to Large Language Model ACL 2024 UTSA-NLP at ChemoTimelines 2024: Evaluating Instruction-Tuned Language Models for Temporal Relation Extraction NAACL 2024 VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool ACL 2024 VIGC: Visual Instruction Generation and Correction AAAI 2024 VILA: On Pre-training for Visual Language Models CVPR 2024 Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models CVPR 2024 “Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructions EMNLP 2024 Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets EMNLP 2024 WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning ACL 2024 Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs NeurIPS 2024 What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection ACL 2024 What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning ICLR 2024 Which questions should I answer? Salience Prediction of Inquisitive Questions EMNLP 2024 Why are Visually-Grounded Language Models Bad at Image Classification? NeurIPS 2024 Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation COLING 2024 WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles ACL 2024 WisPerMed at “Discharge Me!”: Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV ACL 2024 X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects NAACL 2024 XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts ACL 2024