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Text Generation

4534 directly classified papers

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Papers

OpenT2T: An Open-Source Toolkit for Table-to-Text Generation EMNLP 2024
ReportGPT: Human-in-the-loop Verifiable Table-to-Text Generation EMNLP 2024
Refining App Reviews: Dataset, Methodology, and Evaluation EMNLP 2024
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing EMNLP 2024
Tell me what I need to know: Exploring LLM-based (Personalized) Abstractive Multi-Source Meeting Summarization EMNLP 2024
Adapting LLMs for Structured Natural Language API Integration EMNLP 2024
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset EMNLP 2024
Knowledge-augmented Financial Market Analysis and Report Generation EMNLP 2024
Hyper-QKSG: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and Lists EMNLP 2024
Patentformer: A Novel Method to Automate the Generation of Patent Applications EMNLP 2024
RESTful-Llama: Connecting User Queries to RESTful APIs EMNLP 2024
RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings EMNLP 2024
GraphQL Query Generation: A Large Training and Benchmarking Dataset EMNLP 2024
XRec: Large Language Models for Explainable Recommendation EMNLP 2024
RAG-Studio: Towards In-Domain Adaptation of Retrieval Augmented Generation Through Self-Alignment EMNLP 2024
LongGenBench: Long-context Generation Benchmark EMNLP 2024
Introducing Compiler Semantics into Large Language Models as Programming Language Translators: A Case Study of C to x86 Assembly EMNLP 2024
Improving Demonstration Diversity by Human-Free Fusing for Text-to-SQL EMNLP 2024
Suri: Multi-constraint Instruction Following in Long-form Text Generation EMNLP 2024
Eliciting Instruction-tuned Code Language Models’ Capabilities to Utilize Auxiliary Function for Code Generation EMNLP 2024
Learning to Paraphrase for Alignment with LLM Preference EMNLP 2024
EvoR: Evolving Retrieval for Code Generation EMNLP 2024
SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully EMNLP 2024
Improving Argument Effectiveness Across Ideologies using Instruction-tuned Large Language Models EMNLP 2024
Exploring Automated Keyword Mnemonics Generation with Large Language Models via Overgenerate-and-Rank EMNLP 2024