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cs.CL2026
Summarization is Not Dead Yet
Dongqi Liu, Chenxi Whitehouse, Zheng Zhao +3
The progress of large language models (LLMs) has fueled claims that model-generated summaries rival or even surpass human-written references, raising questions about whether summar…
cs.CL2025
Pragmatic Reasoning improves LLM Code Generation
Zhuchen Cao, Sven Apel, Adish Singla +1
Pragmatic reasoning helps interlocutors infer intended meaning from ambiguous or underspecified messages by considering shared context and counterfactual alternatives. Similar chal…