Diffusion Guided Language Modeling Aug 8, 2024 Attribute Language Modeling
Code Code Available EditEval: An Instruction-Based Benchmark for Text Improvements Sep 27, 2022 Text Generation
Code Code Available Gradient-Based Constrained Sampling from Language Models May 25, 2022 Language Modeling Language Modelling
Code Code Available DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM Oct 23, 2023 Decoder Text Generation
Code Code Available Dependency-based Mixture Language Models Mar 19, 2022 Language Modeling Language Modelling
Code Code Available Differentiable Tree Operations Promote Compositional Generalization Jun 1, 2023 Semantic Parsing Text Generation
Code Code Available ContraCLM: Contrastive Learning For Causal Language Model Oct 3, 2022 Code Generation Code Search
Code Code Available Elucidating the design space of language models for image generation Oct 21, 2024 Image Generation Text Generation
Code Code Available Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention May 7, 2022 Text Generation Transfer Learning
Code Code Available Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed Graphs Oct 15, 2023 Few-Shot Learning Graph Learning
Code Code Available Content-Based Collaborative Generation for Recommender Systems Mar 27, 2024 Collaborative Filtering Language Modelling
Code Code Available Enhancing adversarial robustness in Natural Language Inference using explanations Sep 11, 2024 Adversarial Robustness Natural Language Inference
Code Code Available A Distributional Approach to Controlled Text Generation Dec 21, 2020 Text Generation
Code Code Available Erasing Conceptual Knowledge from Language Models Oct 3, 2024 Specificity Text Generation
Code Code Available Copy Is All You Need Jul 13, 2023 All Domain Adaptation
Code Code Available ERNIE-ViLG: Unified Generative Pre-training for Bidirectional Vision-Language Generation Dec 31, 2021 Image Captioning Image Generation
Code Code Available Differentially Private Fine-tuning of Language Models Oct 13, 2021 Text Generation
Code Code Available Domain-Specific Text Generation for Machine Translation Aug 11, 2022 Data Augmentation Domain Adaptation
Code Code Available Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation May 15, 2024 Contrastive Learning cross-modal alignment
Code Code Available Generative quantum machine learning via denoising diffusion probabilistic models Oct 9, 2023 Denoising Quantum Machine Learning
Code Code Available LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation? Apr 16, 2024 Image Captioning Image Generation
Code Code Available Opening up ChatGPT: Tracking openness, transparency, and accountability in instruction-tuned text generators Jul 8, 2023 Fairness Instruction Following
Code Code Available Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation Apr 30, 2020 Attribute Data Augmentation
Code Code Available FedEx-LoRA: Exact Aggregation for Federated and Efficient Fine-Tuning of Foundation Models Oct 12, 2024 Arithmetic Reasoning Federated Learning
Code Code Available Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM Nov 3, 2024 LAMBADA Text Generation
Code Code Available Explaining How Transformers Use Context to Build Predictions May 21, 2023 Machine Translation Text Generation
Code Code Available Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution May 8, 2024 Explainable artificial intelligence image-classification
Code Code Available Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning Apr 11, 2022 Contrastive Learning Graph Generation
Code Code Available Exploiting Novel GPT-4 APIs Dec 21, 2023 Language Modeling Language Modelling
Code Code Available Compositional Generalization for Data-to-Text Generation Dec 5, 2023 Data-to-Text Generation Sentence
— Unverified How Does Knowledge Selection Help Retrieval Augmented Generation? Oct 17, 2024 RAG Retrieval
— Unverified Composed Variational Natural Language Generation for Few-shot Intents Sep 21, 2020 Intent Detection Text Generation
— Unverified A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks May 16, 2024 Code Generation Dialogue Generation
— Unverified Abstract Meaning Representation for Sembanking Aug 1, 2013 Abstract Meaning Representation Prepositional Phrase Attachment
— Unverified Complete Chess Games Enable LLM Become A Chess Master Jan 26, 2025 Language Modeling Language Modelling
— Unverified Compilable Neural Code Generation with Compiler Feedback Mar 10, 2022 Code Completion Code Generation
— Unverified Comparing the Template-Based Approach to GF: the case of Afrikaans Sep 1, 2016 Text Generation
— Unverified Alex: Bootstrapping a Spoken Dialogue System for a New Domain by Real Users Jun 1, 2014 Dialogue Management Language Modelling
— Unverified Defining and Evaluating Fair Natural Language Generation Jul 28, 2020 Fairness Sentence
— Unverified Definite Description Lexical Choice: taking Speaker's Personality into account May 1, 2018 Text Generation
— Unverified Comparing HMMs and Bayesian Networks for Surface Realisation Jun 1, 2012 Decision Making Hierarchical Reinforcement Learning
— Unverified Comparing Grammatical Theories of Code-Mixing Nov 1, 2021 speech-recognition Speech Recognition
— Unverified AsymKV: Enabling 1-Bit Quantization of KV Cache with Layer-Wise Asymmetric Quantization Configurations Oct 17, 2024 Decoder Quantization
— Unverified Comparing Computational Architectures for Automated Journalism Oct 8, 2022 Data-to-Text Generation Hallucination
— Unverified Comparing BERT-based Reward Functions for Deep Reinforcement Learning in Machine Translation Oct 1, 2022 Deep Reinforcement Learning Machine Translation
— Unverified A Survey on the Applications of Frontier AI, Foundation Models, and Large Language Models to Intelligent Transportation Systems Jan 12, 2024 Autonomous Vehicles Management
— Unverified Comparing Automatic Evaluation Measures for Image Description Jun 1, 2014 Image Description Slot Filling
— Unverified Comparing Abstractive Summaries Generated by ChatGPT to Real Summaries Through Blinded Reviewers and Text Classification Algorithms Mar 30, 2023 Abstractive Text Summarization text-classification
— Unverified A survey on text generation using generative adversarial networks Dec 20, 2022 Adversarial Text Survey
— Unverified A Survey on Retrieval-Augmented Text Generation for Large Language Models Apr 17, 2024 RAG Retrieval
— Unverified 