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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)

Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization NAACL 2025
Personalize Your LLM: Fake it then Align it NAACL 2025
A Survey to Recent Progress Towards Understanding In-Context Learning NAACL 2025
Inference Scaling for Bridging Retrieval and Augmented Generation NAACL 2025
SEEval: Advancing LLM Text Evaluation Efficiency and Accuracy through Self-Explanation Prompting NAACL 2025
Optimizing Hidden Markov Language Models: An Empirical Study of Reparameterization and Initialization Techniques NAACL 2025
How to Talk to Language Models: Serialization Strategies for Structured Entity Matching NAACL 2025
CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation NAACL 2025
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU NAACL 2025
DHP Benchmark: Are LLMs Good NLG Evaluators? NAACL 2025
Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation NAACL 2025
Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic Languages NAACL 2025
Target-Augmented Shared Fusion-based Multimodal Sarcasm Explanation Generation NAACL 2025
A Human-LLM Note-Taking System with Case-Based Reasoning as Framework for Scientific Discovery NAACL 2025
Towards AI-assisted Academic Writing NAACL 2025
Lemmatization of Cuneiform Languages Using the ByT5 Model NAACL 2025
A Low-Shot Prompting Approach to Lemmatization in the EvaCun 2025 Shared Task NAACL 2025
Does a code-switching dialogue system help users learn conversational fluency in Choctaw? NAACL 2025
Machine Translation Using Grammar Materials for LLM Post-Correction NAACL 2025
JHU’s Submission to the AmericasNLP 2025 Shared Task on the Creation of Educational Materials for Indigenous Languages NAACL 2025
Leveraging Dictionaries and Grammar Rules for the Creation of Educational Materials for Indigenous Languages NAACL 2025
Harnessing NLP for Indigenous Language Education: Fine-Tuning Large Language Models for Sentence Transformation NAACL 2025
Fair Summarization: Bridging Quality and Diversity in Extractive Summaries NAACL 2025
One world, one opinion? The superstar effect in LLM responses NAACL 2025
EuskañolDS: A Naturally Sourced Corpus for Basque-Spanish Code-Switching NAACL 2025