Xiangnan Ma

4 papers · 2021–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

AAAI (1) ACL (1) COLING (1) EMNLP (1)

Top co-authors

Jingbo Zhu (4) Tong Xiao (4) Yuxin Huang (2) Chenglong Wang (2) Yuan Ge (2) Chi Hu (2) Zhengtao Yu (2) Kaiqi Kou (1) Linfeng Zhang (1) Benyou Wang (1)

Research topics

Artificial Intelligence (3) Natural Language Processing (2) Learning Paradigms (2) Machine Learning (1) Application Areas (1) Applications (1) Core AI (1) Generation (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

multi-task learning (1) few-shot learning (1) prompt engineering (1) neural architecture search (1) efficient computing (1) cross-lingual alignment (1) pairwise ranking (1) speech-to-speech translation (1) performance prediction (1) chain of thought (1) response ranking (1) textless translation (1) synthetic preference data (1) unit language (1) human agreement (1) speech-to-speech large language model (1) semantic acoustic evaluation (1) rationale-based supervision (1)

Papers

SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement AAAI 2026 Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation ACL 2025 RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners COLING 2024 RankNAS: Efficient Neural Architecture Search by Pairwise Ranking EMNLP 2021