Calibrating factual knowledge in pretrained language models Q Dong, D Dai, Y Song, J Xu, Z Sui, L Li Findings of the Association for Computational Linguistics: EMNLP 2022, 5937 …, 2022 | 111 | 2022 |
RestGPT: Connecting Large Language Models with Real-World RESTful APIs Y Song, W Xiong, D Zhu, W Wu, H Qian, M Song, H Huang, C Li, K Wang, ... arXiv preprint arXiv:2306.06624, 2023 | 80 | 2023 |
Pose: Efficient context window extension of llms via positional skip-wise training D Zhu, N Yang, L Wang, Y Song, W Wu, F Wei, S Li The Twelfth International Conference on Learning Representations, ICLR 2024 …, 2024 | 58 | 2024 |
Trial and error: Exploration-based trajectory optimization for llm agents Y Song, D Yin, X Yue, J Huang, S Li, BY Lin Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 34 | 2024 |
VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding? J Liu, Y Song, BY Lin, W Lam, G Neubig, Y Li, X Yue First Conference on Language Modeling, 2024 | 32 | 2024 |
Learning robust representations for continual relation extraction via adversarial class augmentation P Wang, Y Song, T Liu, B Lin, Y Cao, S Li, Z Sui Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 21 | 2022 |
The good, the bad, and the greedy: Evaluation of llms should not ignore non-determinism Y Song, G Wang, S Li, BY Lin arXiv preprint arXiv:2407.10457, 2024 | 13 | 2024 |
LongEmbed: Extending Embedding Models for Long Context Retrieval D Zhu, L Wang, N Yang, Y Song, W Wu, F Wei, S Li Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024 | 10 | 2024 |
Less is more: Rethinking state-of-the-art continual relation extraction models with a frustratingly easy but effective approach P Wang, Y Song, T Liu, R Gao, B Lin, Y Cao, Z Sui arXiv preprint arXiv:2209.00243, 2022 | 10 | 2022 |
Watch Every Step! LLM Agent Learning via Iterative Step-Level Process Refinement W Xiong, Y Song, X Zhao, W Wu, X Wang, K Wang, C Li, W Peng, S Li Proceedings of the 2024 Conference on Empirical Methods in Natural Language …, 2024 | 8 | 2024 |
Rationale-enhanced language models are better continual relation learners W Xiong, Y Song, P Wang, S Li Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023 | 8 | 2023 |
ConFiguRe: Exploring discourse-level Chinese figures of speech D Zhu, Q Zhan, Z Zhou, Y Song, J Zhang, S Li Proceedings of the 29th International Conference on Computational …, 2022 | 6 | 2022 |
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective Y Song, P Wang, W Xiong, D Zhu, T Liu, Z Sui, S Li Findings of the Association for Computational Linguistics: EMNLP 2023, 14557 …, 2023 | 5 | 2023 |
Agentbank: Towards generalized llm agents via fine-tuning on 50000+ interaction trajectories Y Song, W Xiong, X Zhao, D Zhu, W Wu, K Wang, C Li, W Peng, S Li Findings of the Association for Computational Linguistics: EMNLP 2024, 2124–2141, 2024 | 2 | 2024 |
VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models L Li, Y Wei, Z Xie, X Yang, Y Song, P Wang, C An, T Liu, S Li, BY Lin, ... arXiv preprint arXiv:2411.17451, 2024 | 1 | 2024 |
Harnessing webpage uis for text-rich visual understanding J Liu, T Ou, Y Song, Y Qu, W Lam, C Xiong, W Chen, G Neubig, X Yue arXiv preprint arXiv:2410.13824, 2024 | 1 | 2024 |
CoUDA: Coherence Evaluation via Unified Data Augmentation D Zhu, W Wu, Y Song, F Zhu, Z Cao, S Li Proceedings of the 2024 Conference of the North American Chapter of the …, 2024 | 1 | 2024 |
DocRED-FE: A Document-Level Fine-Grained Entity and Relation Extraction Dataset H Wang, W Xiong, Y Song, D Zhu, Y Xia, S Li ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
RepCL: Exploring Effective Representation for Continual Text Classification Y Song, P Wang, D Zhu, T Liu, Z Sui, S Li arXiv preprint arXiv:2305.07289, 2023 | 1 | 2023 |
More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression J Zhang, D Zhu, Y Song, W Wu, C Kuang, X Li, L Shang, Q Liu, S Li arXiv preprint arXiv:2412.12706, 2024 | | 2024 |