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Generation

11,966 papers (2 classified directly here)

Subtopics

Text Generation (5,125) Dialogue Systems (2,916) Language Modeling (2,579) Summarization (1,978) Retrieval-Augmented Generation (362)

Papers per year

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Papers (including subtopics)

CLID: Controlled-Length Image Descriptions With Limited Data WACV 2024
Scene Text Image Super-Resolution Based on Text-Conditional Diffusion Models WACV 2024
FIRE: Food Image to REcipe Generation WACV 2024
Towards Diverse and Consistent Typography Generation WACV 2024
Simple Token-Level Confidence Improves Caption Correctness WACV 2024
Meet in the Middle: A New Pre-training Paradigm NIPS 2023
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models NIPS 2023
Block-State Transformers NIPS 2023
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation NIPS 2023
Beyond MLE: Convex Learning for Text Generation NIPS 2023
DeWave: Discrete Encoding of EEG Waves for EEG to Text Translation NIPS 2023
Demo2Code: From Summarizing Demonstrations to Synthesizing Code via Extended Chain-of-Thought NIPS 2023
Likelihood-Based Diffusion Language Models NIPS 2023
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models NIPS 2023
A Pseudo-Semantic Loss for Autoregressive Models with Logical Constraints NIPS 2023
Large Language Models Are Zero-Shot Time Series Forecasters NIPS 2023
MotionGPT: Human Motion as a Foreign Language NIPS 2023
Preference-grounded Token-level Guidance for Language Model Fine-tuning NIPS 2023
Mathematical Capabilities of ChatGPT NIPS 2023
Structured Voronoi Sampling NIPS 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input NIPS 2023
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction NIPS 2023
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents NIPS 2023
Speculative Decoding with Big Little Decoder NIPS 2023
AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation NIPS 2023