2023 - Rank first on a track at SemEval 2023 Task 2 MultiCoNER II.
2022 - Rank first on three tracks and second on the other ten tracks at SemEval 2022 Task 11 MultiCoNER.
2021 - Rank third on the Alzheimer’s Disease Detection Challenge at the 16th National Conference on Man-Machine Speech Communication.
2020 - Rank second under objective metrics and fourth under subjective metrics on Track 1 at the Ninth Dialog System Technology Challenges (DSTC 9).
2019 - Rank first, first, third and fourth on subtasks of Track 2 at the Eighth Dialog System Technology Challenges (DSTC 8).
2019 - Rank first on the requsted slots F1 and third on the joint goal accuracy of Track 4 at the Eighth Dialog System Technology Challenges (DSTC 8).
2018 - Rank first and second respectively on two objective diversity metrics of Track 2 at the Seventh Dialog System Technology Challenges (DSTC 7).
2018 - Rank second on a subtask of Track 1 at the Seventh Dialog System Technology Challenges (DSTC 7).
2017 - Rank first at RepEval 2017.
2016 - Rank first at the Winograd Schema Challenge (WSC).