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Text Generation

4534 directly classified papers

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Papers

Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding ACL 2025

Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation ACL 2025

Can AI Make Us Laugh? Comparing Jokes Generated by Witscript and a Human Expert COLING 2025

JEBS: A Fine-grained Biomedical Lexical Simplification Task ACL 2025

Large Language Models Still Exhibit Bias in Long Text ACL 2025

Uncertainty-Aware Contrastive Decoding ACL 2025

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

Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025

LookAlike: Consistent Distractor Generation in Math MCQs ACL 2025

Balancing Privacy and Utility in Personal LLM Writing Tasks: An Automated Pipeline for Evaluating Anonymizations NAACL 2025

QuASAR: A Question-Driven Structure-Aware Approach for Table-to-Text Generation ACL 2025

Beyond Reconstruction: Generating Privacy-Preserving Clinical Letters NAACL 2025

GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025

Dynamic Scaling of Unit Tests for Code Reward Modeling ACL 2025

TAROT: Task-Oriented Authorship Obfuscation Using Policy Optimization Methods NAACL 2025

Deloitte (Drocks) at SemEval-2025 Task 3: Fine-Grained Multi-lingual Hallucination Detection Using Internal LLM Weights ACL 2025

Fathom: A Fast and Modular RAG Pipeline for Fact-Checking ACL 2025

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

NyayaRAG: Realistic Legal Judgment Prediction with RAG under the Indian Common Law System IJCNLP 2025

Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025

Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025

Past Meets Present: Creating Historical Analogy with Large Language Models ACL 2025

Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases ACL 2025

MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System ACL 2025

Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding NAACL 2025