From Signal Degradation to Computation Collapse: Uncovering the Two Failure Modes of LLM Quantization (2026 · 1 citation)
The paper asks why weight-only post-training quantization (PTQ) of LLMs behaves acceptably at 4-bit but breaks down almost completely at 2-bit.
Know Your Place: Diagnosing Implicit Social Adaptation Failures in Chinese Large Language Models (2026)
The paper asks whether Chinese LLMs adapt their conversational style to social signals that are only implied in a user's message, rather than stated in an instruction.
ToMELP: A Theory-of-Mind Benchmark for Route-Controlled Persuasion under the Elaboration Likelihood Model (2026)
ToMELP is a benchmark that tests whether large language models can infer a listener's mental state during a persuasive conversation and then use that inference to shape what they say.

All works

4 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

From Signal Degradation to Computation Collapse: Uncovering the Two Failure Modes of LLM QuantizationFindings of the Association for Computational LinguisticsChenxi Zhou, Pengfei Cao, Jiang Li, et al.2026 · 1 citation
Know Your Place: Diagnosing Implicit Social Adaptation Failures in Chinese Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Tian, Jie Xing, Ziming Li, et al.2026
ToMELP: A Theory-of-Mind Benchmark for Route-Controlled Persuasion under the Elaboration Likelihood ModelFindings of the Association for Computational LinguisticsRuirui Wang, Haoran Zhang, Tian Lan, et al.2026
Task-Stratified Knowledge Scaling Laws for Post-Training Quantized Large Language Models ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetChenxi Zhou et al.2026

Co-authors here

12 co-authors with a page, the most papers together first.

Where their works here were published, the most works first, with the editions of those that have a page.

Papers of our library cite their works 1 time (of the 149,439 papers whose bibliographies we read).

Updated 1 November 2026