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Yiwei Li
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Generating Relevant and Coherent Dialogue Responses using Self-separated Conditional Variational AutoEncoders
B Sun, S Feng, Y Li, J Liu, K Li
ACL 2021, 2021
352021
Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data
Y Li, P Yuan, S Feng, B Pan, B Sun, X Wang, H Wang, K Li
AAAI 2024, 2023
162023
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning
Y Li, P Yuan, S Feng, B Pan, X Wang, B Sun, H Wang, K Li
ICLR 2024, 2024
102024
BatchEval: Towards Human-like Text Evaluation
P Yuan, S Feng, Y Li, X Wang, B Pan, H Wang, K Li
ACL 2024, 2023
102023
Diversifying Neural Dialogue Generation via Negative Distillation
Y Li, S Feng, B Sun, K Li
NAACL 2022, 2022
102022
Generative Dense Retrieval: Memory Can Be a Burden
P Yuan, X Wang, S Feng, B Pan, Y Li, H Wang, X Miao, K Li
EACL 2024, 2024
62024
Make every penny count: Difficulty-adaptive self-consistency for cost-efficient reasoning
X Wang, S Feng, Y Li, P Yuan, Y Zhang, B Pan, H Wang, Y Hu, K Li
NAACL 2025 Findings, 2024
52024
Towards Fewer Hallucinations in Knowledge-Grounded Dialogue Generation via Augmentative and Contrastive Knowledge-Dialogue
B Sun, Y Li, F Mi, F Bie, Y Li, K Li
ACL 2023, 1741-1750, 2023
52023
Towards Diverse, Relevant and Coherent Open-Domain Dialogue Generation via Hybrid Latent Variables
B Sun, Y Li, F Mi, W Wang, Y Li, K Li
AAAI 2023, 2022
52022
NewsDialogues: Towards Proactive News Grounded Conversation
S Li, Y Yin, C Yang, W Jiang, Y Li, Z Cheng, L Shang, X Jiang, Q Liu, ...
ACL 2023 Findings, 2023
42023
Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation
X Wang, Y Li, S Feng, P Yuan, B Pan, H Wang, Y Hu, K Li
ACL 2024, 2024
32024
Better Correlation and Robustness: A Distribution-Balanced Self-Supervised Learning Framework for Automatic Dialogue Evaluation
P Yuan, X Wang, J Shi, B Sun, Y Li, K Li
NeurIPS 2023, 2023
32023
Stop filtering: Multi-view attribute-enhanced dialogue learning
Y Li, B Sun, S Feng, K Li
Knowledge-Based Systems 277, 110833, 2023
32023
Heterogeneous-Branch Collaborative Learning for Dialogue Generation
Y Li, S Feng, B Sun, K Li
AAAI 2023, 2023
32023
Think: A novel conversation model for generating grammatically correct and coherent responses
B Sun, S Feng, Y Li, J Liu, K Li
Knowledge-Based Systems 242, 108376, 2022
32022
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation
Y Li, F Mi, Y Li, Y Wang, B Sun, S Feng, K Li
ACL 2024 Findings, arXiv: 2406.07850, 2024
22024
Instruction Embedding: Latent Representations of Instructions Towards Task Identification
Y Li, J Shi, S Feng, P Yuan, X Wang, B Pan, H Wang, Y Hu, K Li
NeurIPS 2024, 2024
12024
Focused Large Language Models are Stable Many-Shot Learners
P Yuan, S Feng, Y Li, X Wang, Y Zhang, C Tan, B Pan, H Wang, Y Hu, ...
EMNLP 2024, 2024
12024
CogLM: Tracking Cognitive Development of Large Language Models
X Wang, P Yuan, S Feng, Y Li, B Pan, H Wang, Y Hu, K Li
NAACL 2025, 2024
12024
Poor-Supervised Evaluation for SuperLLM via Mutual Consistency
P Yuan, S Feng, Y Li, X Wang, B Pan, H Wang, Y Hu, K Li
ACL 2024 Findings, 11614-11627, 2024
12024
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