Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models Aug 3, 2023 In-Context Learning Natural Language Understanding
Code Code Available MLP Fusion: Towards Efficient Fine-tuning of Dense and Mixture-of-Experts Language Models Jul 18, 2023 Language Modelling Mixture-of-Experts
Code Code Available VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View Jul 12, 2023 Decision Making Natural Language Understanding
Code Code Available BLUEX: A benchmark based on Brazilian Leading Universities Entrance eXams Jul 11, 2023 Natural Language Understanding
Code Code Available ScriptWorld: Text Based Environment For Learning Procedural Knowledge Jul 8, 2023 Language Modeling Language Modelling
Code Code Available Distilling Large Vision-Language Model with Out-of-Distribution Generalizability Jul 6, 2023 Few-Shot Image Classification Image Classification
Code Code Available Joint Prompt Optimization of Stacked LLMs using Variational Inference Jun 21, 2023 Natural Language Understanding Variational Inference
Code Code Available Training Transformers with 4-bit Integers Jun 21, 2023 image-classification Image Classification
Code Code Available SpeechGLUE: How Well Can Self-Supervised Speech Models Capture Linguistic Knowledge? Jun 14, 2023 Natural Language Understanding Self-Supervised Learning
Code Code Available Generate to Understand for Representation Jun 14, 2023 Contrastive Learning GPU
Code Code Available Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective Jun 11, 2023 In-Context Learning Molecule Captioning
Code Code Available Enhancing Language Representation with Constructional Information for Natural Language Understanding Jun 5, 2023 Natural Language Understanding
Code Code Available Preserving Pre-trained Features Helps Calibrate Fine-tuned Language Models May 30, 2023 Language Modeling Language Modelling
Code Code Available Make-An-Audio 2: Temporal-Enhanced Text-to-Audio Generation May 29, 2023 Audio Generation Denoising
Code Code Available Entailment as Robust Self-Learner May 26, 2023 Multi-class Classification Natural Language Understanding
Code Code Available 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 WYWEB: A NLP Evaluation Benchmark For Classical Chinese May 23, 2023 Machine Translation Natural Language Understanding
Code Code Available Understanding Programs by Exploiting (Fuzzing) Test Cases May 23, 2023 Clone Detection Code Classification
Code Code Available Question Answering as Programming for Solving Time-Sensitive Questions May 23, 2023 Natural Language Understanding Question Answering
Code Code Available ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding May 23, 2023 Natural Language Understanding
Code Code Available TESS: Text-to-Text Self-Conditioned Simplex Diffusion May 15, 2023 Natural Language Understanding Paraphrase Generation
Code Code Available Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives May 14, 2023 Few-Shot Learning Natural Language Understanding
Code Code Available A Comprehensive Analysis of Adapter Efficiency May 12, 2023 Natural Language Understanding parameter-efficient fine-tuning
Code Code Available Bot or Human? Detecting ChatGPT Imposters with A Single Question May 10, 2023 Language Modeling Language Modelling
Code Code Available 