66 citations · 171 across the 10 of their papers we have counts for
11 papers
Dingtalk DeepResearch: A Unified Multi Agent Framework for Adaptive Intelligence in Enterprise Environments
Mengyuan Chen, Chengjun Dai, Xinyang Dong +7
We present Dingtalk DeepResearch, a unified multi agent intelligence framework for real world enterprise environments, delivering deep research, heterogeneous table reasoning, and…
The Cambridge Report on Database Research
Anastasia Ailamaki, Samuel Madden, Daniel Abadi +43
On October 19 and 20, 2023, the authors of this report convened in Cambridge, MA, to discuss the state of the database research field, its recent accomplishments and ongoing challe…
Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions
Aidan Hogan, Xin Luna Dong, Denny Vrandečić +1
Much has been discussed about how Large Language Models, Knowledge Graphs and Search Engines can be combined in a synergistic manner. A dimension largely absent from current academ…
Data Fusion: Resolving Conflicts from Multiple Sources
Xin Luna Dong, Laure Berti-Equille, Divesh Srivastava
Many data management applications, such as setting up Web portals, managing enterprise data, managing community data, and sharing scientific data, require integrating data from mul…
Scaling up Copy Detection
Xian Li, Xin Luna Dong, Kenneth B. Lyons +2
Recent research shows that copying is prevalent for Deep-Web data and considering copying can significantly improve truth finding from conflicting values. However, existing copy de…
Fusing Data with Correlations
Ravali Pochampally, Anish Das Sarma, Xin Luna Dong +2
Many applications rely on Web data and extraction systems to accomplish knowledge-driven tasks. Web information is not curated, so many sources provide inaccurate, or conflicting i…