conftrace_

Generation

11,987 papers (2 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Text Generation (5,089) Dialogue Systems (2,880) Language Modeling (2,693) Summarization (1,882) Retrieval-Augmented Generation (403)

Papers per year

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Papers (including subtopics)

Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025 Grammar-Constrained Decoding Makes Large Language Models Better Logical Parsers ACL 2025 Grammar Control in Dialogue Response Generation for Language Learning Chatbots NAACL 2025 GRAMMAR-LLM: Grammar-Constrained Natural Language Generation ACL 2025 GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model ACL 2025 Graph-Augmented Open-Domain Multi-Document Summarization COLING 2025 Graphic Design with Large Multimodal Model AAAI 2025 Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs ACL 2025 GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025 GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025 Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward EMNLP 2025 GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025 Great Memory, Shallow Reasoning: Limits of kNN-LMs NAACL 2025 GRIL: Knowledge Graph Retrieval-Integrated Learning with Large Language Models EMNLP 2025 GRIPF at TSAR 2025 Shared Task Towards controlled CEFR level simplification with the help of inter-model interactions EMNLP 2025 Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval ICLR 2025 Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment EMNLP 2025 Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed EMNLP 2025 GT-NLP at SemEval-2025 Task 11: EmoRationale, Evidence-Based Emotion Detection via Retrieval-Augmented Generation SemEval 2025 Guaranteed Generation from Large Language Models ICLR 2025 Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees EMNLP 2025 GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation EMNLP 2025 GuessingGame: Measuring the Informativeness of Open-Ended Questions in Large Language Models EMNLP 2025 Guideline Compliance in Task-Oriented Dialogue: The Chained Prior Approach NAACL 2025 GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography Interviewing NAACL 2025