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Text Generation

945 directly classified papers

Papers per year

Papers

SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models NIPS 2024
EASSE-DE & EASSE-multi: Easier Automatic Sentence Simplification Evaluation for German & Multiple Languages EMNLP 2024
Considering Human Interaction and Variability in Automatic Text Simplification EMNLP 2024
Non-compositional Expression Generation and its Continual Learning ACL 2024
Polos: Multimodal Metric Learning from Human Feedback for Image Captioning CVPR 2024
Utilizing Large Language Models to Identify Evidence of Suicidality Risk through Analysis of Emotionally Charged Posts EACL 2024
ShapeWalk: Compositional Shape Editing Through Language-Guided Chains CVPR 2024
Parameter Efficient Instruction Tuning of LLMs for Financial Applications IJCAI 2024
Exploring the Potential of Large Language Models in Computational Argumentation ACL 2024
Towards Content Accessibility Through Lexical Simplification for Maltese as a Low-Resource Language EACL 2024
Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation AAAI 2024
Improving Attributed Text Generation of Large Language Models via Preference Learning ACL 2024
German Text Simplification: Finetuning Large Language Models with Semi-Synthetic Data EACL 2024
Resolving Transcription Ambiguity in Spanish: A Hybrid Acoustic-Lexical System for Punctuation Restoration EACL 2024
“A good pun is its own reword”: Can Large Language Models Understand Puns? EMNLP 2024
Mol2Lang-VLM: Vision- and Text-Guided Generative Pre-trained Language Models for Advancing Molecule Captioning through Multimodal Fusion ACL 2024
Correcting Challenging Finnish Learner Texts With Claude, GPT-3.5 and GPT-4 Large Language Models EACL 2024
Effects of different types of noise in user-generated reviews on human and machine translations including ChatGPT EACL 2024
CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation EMNLP 2024
Leveraging Large Language Models for NLG Evaluation: Advances and Challenges EMNLP 2024
LLM-based Code-Switched Text Generation for Grammatical Error Correction EMNLP 2024
DEFT-UCS: Data Efficient Fine-Tuning for Pre-Trained Language Models via Unsupervised Core-Set Selection for Text-Editing EMNLP 2024
RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation EMNLP 2024
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ACL 2024
Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code EMNLP 2024