Generation

From Retrieval to Generation: A Simple and Unified Generative Model for End-to-End Task-Oriented Dialogue AAAI 2024 From Role-Play to Drama-Interaction: An LLM Solution ACL 2024 From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers ICML 2024 From Sights to Insights: Towards Summarization of Multimodal Clinical Documents ACL 2024 From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items EMNLP 2024 From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NeurIPS 2024 From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large Language Models with Pinpoint Tuning ICML 2024 Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models NeurIPS 2024 Future Language Modeling from Temporal Document History ICLR 2024 Gaining More Insight into Neural Semantic Parsing with Challenging Benchmarks COLING 2024 GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting ICML 2024 Gated Linear Attention Transformers with Hardware-Efficient Training ICML 2024 Gaussian Process Optimization for Adaptable Multi-Objective Text Generation using Linearly-Weighted Language Models NAACL 2024 Gazelle: An Instruction Dataset for Arabic Writing Assistance EMNLP 2024 GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution EACL 2024 GECSum: Generative Evaluation-Driven Sequence Level Contrastive Learning for Abstractive Summarization COLING 2024 GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization ACL 2024 General Commerce Intelligence: Glocally Federated NLP-Based Engine for Privacy-Preserving and Sustainable Personalized Services of Multi-Merchants AAAI 2024 Generalizations across filler-gap dependencies in neural language models CoNLL 2024 Generalized Measures of Anticipation and Responsivity in Online Language Processing EMNLP 2024 Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering ACL 2024 Generating Attractive and Authentic Copywriting from Customer Reviews NAACL 2024 Generating Contextual Images for Long-Form Text COLING 2024 Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning ACL 2024 Generating Converging Narratives for Games with Large Language Models COLING 2024