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Dawen Liang

11 papers hereh-index 167.2k citations37 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author6

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.LG3
  • cs.IR2
  • stat.CO1
same name
  • Dawen Liang — 9 papers, h 8

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20132023
most citedEdward: A library for probabilistic modeling, inference, and criticism

223 citations · 513 across the 11 of their papers we have counts for

collaborators
Showing cs.IRShow all

2 papers · 1 filter

cs.IR2023★ 131 cited

Large Language Models as Zero-Shot Conversational Recommenders

Zhankui He, Zhouhang Xie, Rahul Jha +6

In this paper, we present empirical studies on conversational recommendation tasks using representative large language models in a zero-shot setting with three primary contribution…

cs.IR2018★ 43 cited

The Deconfounded Recommender: A Causal Inference Approach to Recommendation

Yixin Wang, Dawen Liang, Laurent Charlin +1

The goal of recommendation is to show users items that they will like. Though usually framed as a prediction, the spirit of recommendation is to answer an interventional question--…

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