- Research Paper Resources

---

Name	Year + Paper + Resource
Chuang Liu	(2023) M3KE: [GitHub] (2024) LHMKE: [GitHub] (2024) OpenEval: [Website]
Yuqi Ren	(2021) CogAlign: [GitHub]
Tianhao Shen	(2024) RoleEval: [GitHub] (2023) X-RiSAWOZ: [GitHub] (2023) Large Language Model Alignment: [GitHub]
Bojiang Jiang	Automated Progressive Red Teaming: [GitHub]
Dan Shi	(2024) CORECODE: [GitHub] (2024) IRCAN: [GitHub]
Supryadi	(2024) Multilingual NMT Robustness: [GitHub]
Renren Jin	(2022) Multilingual NMT: [GitHub] (2024) LLM Quantization: [GitHub] (2026) EntropyRL: [GitHub]
Zhigen Li	(2025) ChatSOP: [GitHub] (2026) WSPairs / Unlocking the Spoken Style: [GitHub]
Shaowei Zhang	(2025) BackMATH: [GitHub] (2026) HalloMTBench: [Hugging Face]
Weilong Dong	(2024) ConTrans: [GitHub]
Haoran Sun	(2023) Multilingual E2E Speech Translation: [GitHub] (2024) FuxiTranyu: [GitHub]
Yufei Huang	(2024) CBBQ Dataset: [GitHub]
Zishan Guo	(2023) LLM Evaluation Papers: [GitHub] (2024) Chinese Spoken-to-Written: [GitHub]
Linhao Yu	(2023) LFED Dataset: [GitHub] (2024) CMoralEval: [GitHub]
Leiyu Pan	(2023) LLM Translation Robustness: [GitHub]
Ling Shi	(2024) CRiskEval: [GitHub] (2026) SAGE-Bench: [GitHub]
Lei Yang	(2024) DCIS: [GitHub] (2025) ProBench: [GitHub]
Shaoyang Xu	(2024) Multilingual Human Values: [GitHub] (2025) Culture Alignment: [GitHub]
Pengyun Zhu	(2026) APPSI-139: [GitHub] (2026) DVMap: [GitHub]
Yongrui Liu	(2026) MASS: [GitHub]
Tianyu Dong	(2026) SARA: [GitHub]
Hao Wang	(2026) Cognitive Honeypots / SchemingBench: [GitHub]
Jiahe Li	(2026) CAR: Complexity-Aware Routing: [GitHub]
Junru Wu	(2026) VALCON: [GitHub]

- Corpora

---

1. APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation
   • paper: [pdf]
   • dataset: [homepage]
   • code:
2. DVMap: Demographic-Value Alignment Corpus and Triple-Generalization Evaluation Benchmark
   • paper: [pdf]
   • dataset: [homepage]
   • code:
3. MASS Cold-Start Dataset: A Multi-Disciplinary Behavior Dataset for Memory-Augmented Social Simulation
   • paper: [pdf]
   • dataset: [homepage]
   • code:
4. SchemingBench: A Bilingual Benchmark for Auditing Scheming-Related Behavior in Large Language Models
   • paper: [pdf]
   • dataset: [homepage]
   • code:
5. WSPairs: Written-to-Spoken Parallel Texts with Graded Orality Annotations
   • paper: [pdf]
   • dataset: [homepage]
   • code:
6. VALCON: Value Consistency Benchmarks under Dual-Role Variation
   • paper: [pdf]
   • dataset: [homepage]
   • code:
7. HalloMTBench: A Large-Scale Human-Verified Benchmark for Diagnosing Hallucination Triggers in LLM Translation
   • paper: [pdf]
   • dataset: [homepage]
8. TGEA 2.0: A Large-Scale Diagnostically Annotated Dataset with Benchmark Tasks for Text Generation of Pretrained Language Models
   • paper: [pdf]
   • dataset and code:
9. BiPaR: A bilingual MRC dataset on novels [Jing et al. 2019]
   • paper: [pdf]
   • dataset: [homepage]
   • code:
10. Dataset for Shallow Discourse Annotation for Chinese TED Talks.
    • paper: [pdf]
    • dataset: [homepage]
11. A Test Suite for Evaluating Discourse Phenomena in Document-level Neural Machine Translation.
    • paper: [pdf]
    • dataset: [homepage]
12. RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling.
    • paper: [pdf]
    • dataset: [homepage]
13. TED-CDB: A Large-Scale Chinese Discourse Relation Dataset on TED Talks.
    • paper: [pdf]
    • dataset: [homepage]
14. Chinese WPLC: A Chinese Dataset for Evaluating Pretrained Language Models on Word Prediction Given Long-Range Context.
    • paper: [pdf]
    • dataset: [homepage]