natural language generation

782 papers

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Also known as

NL BART NLG NLG OR NULL LLM

Co-occurring keywords

text generation (2903) large language model (12755) language model (4573) dialogue system (1657) human evaluation (375) text summarization (889) machine translation (2472) evaluation metric (415) image captioning (728) question answering (2904)

Papers

Plain Language Summarization of Clinical Trials COLING 2024

MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records AAAI 2024

Harmonizing Code-mixed Conversations: Personality-assisted Code-mixed Response Generation in Dialogues EACL 2024

QuerySum: A Multi-Document Query-Focused Summarization Dataset Augmented with Similar Query Clusters AAAI 2024

Are LLM-based Evaluators Confusing NLG Quality Criteria? ACL 2024

Exploring Data Augmentation in Neural DRS-to-Text Generation EACL 2024

AlphaIntellect at SemEval-2024 Task 6: Detection of Hallucinations in Generated Text SEMEVAL 2024

TU Wien at SemEval-2024 Task 6: Unifying Model-Agnostic and Model-Aware Techniques for Hallucination Detection NAACL 2024

Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation EMNLP 2024

Improving Semantic Control in Discrete Latent Spaces with Transformer Quantized Variational Autoencoders EACL 2024

MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection NAACL 2024

On the Intractability to Synthesize Factual Inconsistencies in Summarization EACL 2024

Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References NAACL 2024

ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees EMNLP 2024

Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG Evaluation NAACL 2024

Improving Multilingual Instruction Finetuning via Linguistically Natural and Diverse Datasets EMNLP 2024

Towards Generation of Personalised Health Intervention Messages COLING 2024

Leveraging Large Language Models for NLG Evaluation: Advances and Challenges EMNLP 2024

ReproHum #0124-03: Reproducing Human Evaluations of end-to-end approaches for Referring Expression Generation COLING 2024

DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts EMNLP 2024

Evaluating Diversity in Automatic Poetry Generation EMNLP 2024

NU-RU at SemEval-2024 Task 6: Hallucination and Related Observable Overgeneration Mistake Detection Using Hypothesis-Target Similarity and SelfCheckGPT NAACL 2024

Themis: A Reference-free NLG Evaluation Language Model with Flexibility and Interpretability EMNLP 2024

PRIMO: Progressive Induction for Multi-hop Open Rule Generation COLING 2024

Fusion-Eval: Integrating Assistant Evaluators with LLMs EMNLP 2024