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Text Generation

4,534 papers

Papers per year

Papers

Preference-grounded Token-level Guidance for Language Model Fine-tuning NIPS 2023
Structured Voronoi Sampling NIPS 2023
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction NIPS 2023
Speculative Decoding with Big Little Decoder NIPS 2023
AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation NIPS 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs NIPS 2023
Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory NIPS 2023
Self-Refine: Iterative Refinement with Self-Feedback NIPS 2023
Aligning Language Models with Human Preferences via a Bayesian Approach NIPS 2023
MarioGPT: Open-Ended Text2Level Generation through Large Language Models NIPS 2023
Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents NIPS 2023
SituatedGen: Incorporating Geographical and Temporal Contexts into Generative Commonsense Reasoning NIPS 2023
ANPL: Towards Natural Programming with Interactive Decomposition NIPS 2023
Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference AUTOML 2023
MMTN: Multi-Modal Memory Transformer Network for Image-Report Consistent Medical Report Generation AAAI 2023
Uncertainty-Aware Image Captioning AAAI 2023
3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation AAAI 2023
Show, Interpret and Tell: Entity-Aware Contextualised Image Captioning in Wikipedia AAAI 2023
Controllable Image Captioning via Prompting AAAI 2023
VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning AAAI 2023
Refined Semantic Enhancement towards Frequency Diffusion for Video Captioning AAAI 2023
Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion AAAI 2023
Defending against Backdoor Attacks in Natural Language Generation AAAI 2023
Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt AAAI 2023
Knowledge-Constrained Answer Generation for Open-Ended Video Question Answering AAAI 2023