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Text Generation

945 directly classified papers

Papers per year

Papers

Integrating Supervised Extractive and Generative Language Models for Suicide Risk Evidence Summarization EACL 2024
Cited Text Spans for Scientific Citation Text Generation ACL 2024
Utilizing Large Language Models to Identify Evidence of Suicidality Risk through Analysis of Emotionally Charged Posts EACL 2024
XinHai@CLPsych 2024 Shared Task: Prompting Healthcare-oriented LLMs for Evidence Highlighting in Posts with Suicide Risk EACL 2024
RePALM: Popular Quote Tweet Generation via Auto-Response Augmentation ACL 2024
Assessing Authenticity and Anonymity of Synthetic User-generated Content in the Medical Domain EACL 2024
BMX: Boosting Natural Language Generation Metrics with Explainability EACL 2024
Automated Focused Feedback Generation for Scientific Writing Assistance ACL 2024
ICE-Score: Instructing Large Language Models to Evaluate Code EACL 2024
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation ACL 2024
StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024
Improving Attributed Text Generation of Large Language Models via Preference Learning ACL 2024
ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining ACL 2024
ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution ACL 2024
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models ACL 2024
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges ACL 2024
Automatically Suggesting Diverse Example Sentences for L2 Japanese Learners Using Pre-Trained Language Models ACL 2024
k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text ACL 2024
Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations ACL 2024
Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling ACL 2024
Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion ACL 2024
Born Differently Makes a Difference: Counterfactual Study of Bias in Biography Generation from a Data-to-Text Perspective ACL 2024
Non-compositional Expression Generation and its Continual Learning ACL 2024
Knowlab’s Submission to L+M Shared Task: All you need is continued pretraining of chemistry texts even for molecule captioning ACL 2024
ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models ACL 2024