Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models May 24, 2023 Chatbot Natural Language Understanding
Code Code Available Don't Trust ChatGPT when Your Question is not in English: A Study of Multilingual Abilities and Types of LLMs May 24, 2023 Natural Language Understanding
— Unverified Large Language Models for User Interest Journeys May 24, 2023 Natural Language Understanding Recommendation Systems
— Unverified C-STS: Conditional Semantic Textual Similarity May 24, 2023 Information Retrieval Language Model Evaluation
Code Code Available Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models May 24, 2023 document understanding Image Captioning
Code Code Available GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP May 24, 2023 Natural Language Understanding
— Unverified Prompting Large Language Models for Counterfactual Generation: An Empirical Study May 24, 2023 counterfactual Data Augmentation
— Unverified Universal Self-Adaptive Prompting May 24, 2023 In-Context Learning Natural Language Understanding
— Unverified On Degrees of Freedom in Defining and Testing Natural Language Understanding May 24, 2023 Natural Language Understanding valid
— Unverified Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization May 24, 2023 Natural Language Understanding
— Unverified Exploring Affordance and Situated Meaning in Image Captions: A Multimodal Analysis May 24, 2023 Image Captioning Natural Language Understanding
— Unverified DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade May 24, 2023 Intent Detection Multi-Label Classification
— Unverified Graph Meets LLM: A Novel Approach to Collaborative Filtering for Robust Conversational Understanding May 23, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Do prompt positions really matter? May 23, 2023 Few-Shot Learning Natural Language Understanding
Code Code Available From Characters to Words: Hierarchical Pre-trained Language Model for Open-vocabulary Language Understanding May 23, 2023 Language Modeling Language Modelling
— Unverified Question Answering as Programming for Solving Time-Sensitive Questions May 23, 2023 Natural Language Understanding Question Answering
Code Code Available mPMR: A Multilingual Pre-trained Machine Reader at Scale May 23, 2023 Classification Machine Reading Comprehension
Code Code Available Continual Dialogue State Tracking via Example-Guided Question Answering May 23, 2023 Continual Learning Dialogue State Tracking
Code Code Available Can Large Language Models Capture Dissenting Human Voices? May 23, 2023 Natural Language Inference Natural Language Understanding
Code Code Available Understanding Programs by Exploiting (Fuzzing) Test Cases May 23, 2023 Clone Detection Code Classification
Code Code Available mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations May 23, 2023 Hallucination Natural Language Understanding
— Unverified WYWEB: A NLP Evaluation Benchmark For Classical Chinese May 23, 2023 Machine Translation Natural Language Understanding
Code Code Available ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding May 23, 2023 Natural Language Understanding
Code Code Available Atomic Inference for NLI with Generated Facts as Atoms May 22, 2023 Logical Reasoning Natural Language Inference
Code Code Available Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation May 22, 2023 Natural Language Understanding Word Sense Disambiguation
Code Code Available 