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Text Generation

945 directly classified papers

Papers per year

Papers

Intent-Aware and Hate-Mitigating Counterspeech Generation via Dual-Discriminator Guided LLMs COLING 2024
Promoting Constructive Deliberation: Reframing for Receptiveness EMNLP 2024
DetoxLLM: A Framework for Detoxification with Explanations EMNLP 2024
ICLEF: In-Context Learning with Expert Feedback for Explainable Style Transfer ACL 2024
Striking Gold in Advertising: Standardization and Exploration of Ad Text Generation ACL 2024
Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding EMNLP 2024
ARM: An Alignment-and-Replacement Module for Chinese Spelling Check Based on LLMs EMNLP 2024
PostMark: A Robust Blackbox Watermark for Large Language Models EMNLP 2024
C-LLM: Learn to Check Chinese Spelling Errors Character by Character EMNLP 2024
Born Differently Makes a Difference: Counterfactual Study of Bias in Biography Generation from a Data-to-Text Perspective ACL 2024
Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting EMNLP 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024
Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset ACL 2024
Adaptive Prompt Routing for Arbitrary Text Style Transfer with Pre-trained Language Models AAAI 2024
PhiloGPT: A Philology-Oriented Large Language Model for Ancient Chinese Manuscripts with Dunhuang as Case Study EMNLP 2024
Detection-Correction Structure via General Language Model for Grammatical Error Correction ACL 2024
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation AAAI 2024
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms NIPS 2024
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NIPS 2024
Effects of different types of noise in user-generated reviews on human and machine translations including ChatGPT EACL 2024
Correcting Challenging Finnish Learner Texts With Claude, GPT-3.5 and GPT-4 Large Language Models EACL 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NIPS 2024
Resolving Transcription Ambiguity in Spanish: A Hybrid Acoustic-Lexical System for Punctuation Restoration EACL 2024
German Text Simplification: Finetuning Large Language Models with Semi-Synthetic Data EACL 2024
Towards Content Accessibility Through Lexical Simplification for Maltese as a Low-Resource Language EACL 2024