Natural Language Processing › Generation ›

Text Generation

4534 directly classified papers

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Papers

Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation ACL 2025

Dynamic Scaling of Unit Tests for Code Reward Modeling ACL 2025

PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025

Personalized Text Generation with Contrastive Activation Steering ACL 2025

LLM as a Broken Telephone: Iterative Generation Distorts Information ACL 2025

Improving Model Factuality with Fine-grained Critique-based Evaluator ACL 2025

Comparing LLM-generated and human-authored news text using formal syntactic theory ACL 2025

Semantic-Eval : A Semantic Comprehension Evaluation Framework for Large Language Models Generation without Training ACL 2025

Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling ACL 2025

From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding ACL 2025

Top-n𝜎: Eliminating Noise in Logit Space for Robust Token Sampling of LLM ACL 2025

Planning-Driven Programming: A Large Language Model Programming Workflow ACL 2025

From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation ACL 2025

Can Large Language Models Understand Internet Buzzwords Through User-Generated Content ACL 2025

Language-Codec: Bridging Discrete Codec Representations and Speech Language Models ACL 2025

UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ACL 2025

Two Intermediate Translations Are Better Than One: Fine-tuning LLMs for Document-level Translation Refinement ACL 2025

LAQuer: Localized Attribution Queries in Content-grounded Generation ACL 2025

BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation ACL 2025

Length Controlled Generation for Black-box LLMs ACL 2025

Global Eye: Breaking the “Fixed Thinking Pattern” during the Instruction Expansion Process ACL 2025

FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation ACL 2025

From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen ACL 2025

LoGU: Long-form Generation with Uncertainty Expressions ACL 2025

Rationalize and Align: Enhancing Writing Assistance with Rationale via Self-Training for Improved Alignment ACL 2025