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)

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Papers (including subtopics)

LLMs syntactically adapt their language use to their conversational partner ACL 2025 LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025 LM-Pub-Quiz: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models NAACL 2025 LMU at PerAnsSumm 2025: LlaMA-in-the-loop at Perspective-Aware Healthcare Answer Summarization Task 2.2 Factuality NAACL 2025 Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models EMNLP 2025 LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions EMNLP 2025 Logically Constrained Decoding EMNLP 2025 Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025 LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025 LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025 Logits are All We Need to Adapt Closed Models ICML 2025 LOGO — Long cOntext aliGnment via efficient preference Optimization ICML 2025 LoGU: Long-form Generation with Uncertainty Expressions ACL 2025 LOLA – An Open-Source Massively Multilingual Large Language Model COLING 2025 LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information ACL 2025 Long-Form Information Alignment Evaluation Beyond Atomic Facts EMNLP 2025 Long-Form Speech Generation with Spoken Language Models ICML 2025 LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs ICLR 2025 LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ICLR 2025 Long-Short Alignment for Effective Long-Context Modeling in LLMs ICML 2025 Long-Tail Crisis in Nearest Neighbor Language Models NAACL 2025 LongTail-Swap: benchmarking language models’ abilities on rare words EMNLP 2025 LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability EMNLP 2025 LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs ICLR 2025 LookAlike: Consistent Distractor Generation in Math MCQs ACL 2025