EMNLP

Tencent researchers introduced T-Mem, a long-term memory system for LLM agents that pre-saves contextual triggers at memory write time rather than relying on semantic similarity at retrieval. The appr…

In a benchmark of tool-calling AI models, Google's hosted gemini-3.6-flash and the open-weight gemma-4-12B-it tied at the top score, with the 12B model using about an eighth of the tokens. The test, A…

Researchers at the 2025 Conference on Empirical Methods in Natural Language Processing introduced PatentScore, a multi-dimensional evaluation framework for LLM-generated patent claims. PatentScore int…