Natural Language Processing › Generation ›

Text Generation

4534 directly classified papers

Papers per year

Papers

Chinese Spelling Correction as Rephrasing Language Model AAAI 2024

Adaptive Prompt Routing for Arbitrary Text Style Transfer with Pre-trained Language Models AAAI 2024

Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation ACL 2024

WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations ACL 2024

Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward AAAI 2024

From Retrieval to Generation: A Simple and Unified Generative Model for End-to-End Task-Oriented Dialogue AAAI 2024

ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer AAAI 2024

ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation AAAI 2024

Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment AAAI 2024

Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech ACL 2024

Discourse Structure-Aware Prefix for Generation-Based End-to-End Argumentation Mining ACL 2024

Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation ACL 2024

Perspective Taking through Generating Responses to Conflict Situations ACL 2024

Intrinsic Task-based Evaluation for Referring Expression Generation ACL 2024

Patent Response System Optimised for Faithfulness: Procedural Knowledge Embodiment with Knowledge Graph and Retrieval Augmented Generation ACL 2024

Bi-Directional Multi-Granularity Generation Framework for Knowledge Graph-to-Text with Large Language Model ACL 2024

DEBATE: Devil’s Advocate-Based Assessment and Text Evaluation ACL 2024

DSLR: Document Refinement with Sentence-Level Re-ranking and Reconstruction to Enhance Retrieval-Augmented Generation ACL 2024

Do Clinicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation ACL 2024

A Large Collection of Model-generated Contradictory Responses for Consistency-aware Dialogue Systems ACL 2024

CALVIN: Improved Contextual Video Captioning via Instruction Tuning NIPS 2024

Multi-language Diversity Benefits Autoformalization NIPS 2024

Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels NIPS 2024

Can Language Models Learn to Skip Steps? NIPS 2024

Learning to Reason via Program Generation, Emulation, and Search NIPS 2024