修改实验部分

2026-04-08 17:21:29 +08:00
parent e8c942d293
commit e0b8c89e73
9 changed files with 304 additions and 174 deletions
--- a/MarsRAG/references.bib
+++ b/MarsRAG/references.bib
@@ -415,4 +415,91 @@
                  {ICLR} 2025, Singapore, April 24-28, 2025},
  publisher    = {OpenReview.net},
  year         = {2025}
+}
+
+@inproceedings{yang18hotpotqa,
+    title = "{H}otpot{QA}: A Dataset for Diverse, Explainable Multi-hop Question Answering",
+    author = "Yang, Zhilin  and
+      Qi, Peng  and
+      Zhang, Saizheng  and
+      Bengio, Yoshua  and
+      Cohen, William  and
+      Salakhutdinov, Ruslan  and
+      Manning, Christopher D.",
+    editor = "Riloff, Ellen  and
+      Chiang, David  and
+      Hockenmaier, Julia  and
+      Tsujii, Jun{'}ichi",
+    booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing",
+    month = oct # "-" # nov,
+    year = "2018",
+    address = "Brussels, Belgium",
+    publisher = "Association for Computational Linguistics",
+    pages = "2369--2380",
+}
+
+@inproceedings{ho202WikiMultiHopQA,
+    title = "Constructing A Multi-hop {QA} Dataset for Comprehensive Evaluation of Reasoning Steps",
+    author = "Ho, Xanh  and
+      Duong Nguyen, Anh-Khoa  and
+      Sugawara, Saku  and
+      Aizawa, Akiko",
+    editor = "Scott, Donia  and
+      Bel, Nuria  and
+      Zong, Chengqing",
+    booktitle = "Proceedings of the 28th International Conference on Computational Linguistics",
+    month = dec,
+    year = "2020",
+    address = "Barcelona, Spain (Online)",
+    publisher = "International Committee on Computational Linguistics",
+    pages = "6609--6625",
+}
+
+@inproceedings{Harsh23IRCoT,
+    title = "Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions",
+    author = "Trivedi, Harsh  and
+      Balasubramanian, Niranjan  and
+      Khot, Tushar  and
+      Sabharwal, Ashish",
+    editor = "Rogers, Anna  and
+      Boyd-Graber, Jordan  and
+      Okazaki, Naoaki",
+    booktitle = "Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
+    month = jul,
+    year = "2023",
+    address = "Toronto, Canada",
+    publisher = "Association for Computational Linguistics",
+    pages = "10014--10037",
+}
+
+@inproceedings{Zhou24MetaRAG,
+author = {Zhou, Yujia and Liu, Zheng and Jin, Jiajie and Nie, Jian-Yun and Dou, Zhicheng},
+title = {Metacognitive Retrieval-Augmented Large Language Models},
+year = {2024},
+isbn = {9798400701719},
+publisher = {Association for Computing Machinery},
+address = {New York, NY, USA},
+booktitle = {Proceedings of the ACM Web Conference 2024},
+pages = {1453–1463},
+numpages = {11},
+location = {Singapore, Singapore},
+series = {WWW '24}
+}
+
+@article{Chan24RQRAG,
+  author       = {Chi{-}Min Chan and
+                  Chunpu Xu and
+                  Ruibin Yuan and
+                  Hongyin Luo and
+                  Wei Xue and
+                  Yike Guo and
+                  Jie Fu},
+  title        = {{RQ-RAG:} Learning to Refine Queries for Retrieval Augmented Generation},
+  journal      = {CoRR},
+  volume       = {abs/2404.00610},
+  year         = {2024},
+  url          = {https://doi.org/10.48550/arXiv.2404.00610},
+  doi          = {10.48550/ARXIV.2404.00610},
+  eprinttype   = {arXiv},
+  eprint       = {2404.00610}
 }