activity
20192026
most citedPre-training of Context-aware Item Representation for Next Basket Recommendation

9 citations · 15 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CL2026

Deep Search with Hierarchical Meta-Cognitive Monitoring Inspired by Cognitive Neuroscience

Zhongxiang Sun, Qipeng Wang, Weijie Yu +3

Deep search agents powered by large language models have demonstrated strong capabilities in multi-step retrieval, reasoning, and long-horizon task execution. However, their practi…

cs.CL2021

A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech

Jingxuan Yang, Kerui Xu, Jun Xu +5

In this paper, we present a neural model for joint dropped pronoun recovery (DPR) and conversational discourse parsing (CDP) in Chinese conversational speech. We show that DPR and…

cs.CL2020

Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields

Jingxuan Yang, Kerui Xu, Jun Xu +5

Pronouns are often dropped in Chinese conversations and recovering the dropped pronouns is important for NLP applications such as Machine Translation. Existing approaches usually f…

cs.CL2019★ 6 cited

Recovering Dropped Pronouns in Chinese Conversations via Modeling Their Referents

Jingxuan Yang, Jianzhuo Tong, Si Li +3

Pronouns are often dropped in Chinese sentences, and this happens more frequently in conversational genres as their referents can be easily understood from context. Recovering drop…

cs.IR2019★ 9 cited

Pre-training of Context-aware Item Representation for Next Basket Recommendation

Jingxuan Yang, Jun Xu, Jianzhuo Tong +3

Next basket recommendation, which aims to predict the next a few items that a user most probably purchases given his historical transactions, plays a vital role in market basket an…