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Text Generation

945 directly classified papers

Papers per year

Papers

Toward Structured Related Work Generation with Novelty Statements ACL 2024
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NIPS 2024
Towards Visual Text Design Transfer Across Languages NIPS 2024
Controllable Citation Sentence Generation with Language Models ACL 2024
Cited Text Spans for Scientific Citation Text Generation ACL 2024
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ACL 2024
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models ACL 2024
Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs ACL 2024
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation NIPS 2024
ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution ACL 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NIPS 2024
RePALM: Popular Quote Tweet Generation via Auto-Response Augmentation ACL 2024
The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators NIPS 2024
CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses NIPS 2024
CLOMO: Counterfactual Logical Modification with Large Language Models ACL 2024
StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024
Automated Focused Feedback Generation for Scientific Writing Assistance ACL 2024
Non-compositional Expression Generation and its Continual Learning ACL 2024
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations NIPS 2024
Improving Attributed Text Generation of Large Language Models via Preference Learning ACL 2024
Grammar-Aligned Decoding NIPS 2024
Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations ACL 2024
ReactXT: Understanding Molecular “Reaction-ship” via Reaction-Contextualized Molecule-Text Pretraining ACL 2024
Ad Auctions for LLMs via Retrieval Augmented Generation NIPS 2024
Mercury: A Code Efficiency Benchmark for Code Large Language Models NIPS 2024