📰 Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era

Editions

Each year with works in our library has its page: the place and dates where known, its works, topics, authors and institutions.

2020s

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (6)🧮Reasoning (4)💻Code & programming languages (2)🔍Information retrieval & search (2)📏Evaluation & benchmarks (1)🧾Semantic parsing & meaning representation (1)

📚 Fields

🖥️Computer Science (14)🎭Arts and Humanities (13)🎯Decision Sciences (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢MicrosoftRedmond · United States2 works here🎓Florida State UniversityTallahassee · United States1 work here🎓University of California, RiversideRiverside · United States1 work here🎓Northwestern UniversityEvanston · United States1 work here🎓Tongji UniversityShanghai · China1 work here🏢BloombergNew York · United States1 work here🎓Georgia Institute of TechnologyAtlanta · United States1 work here🏢AmazonSeattle · United States1 work here🎓University of ConnecticutStorrs · United States1 work here🎓Johns Hopkins UniversityBaltimore · United States1 work here🎓National University of SingaporeSingapore · Singapore1 work here🎓University of PittsburghPittsburgh · United States1 work here

📄 Works in our library (14)

The most cited first (OpenAlex citations plus our library's).

1. TreeDiff: AST-Guided Code Generation with Diffusion LLMsWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraYiming Zeng, Jinghan Cao, Zexin Li, et al.2026 · 3 citations
2. More Than Efficiency: Embedding Compression Improves Domain Adaptation in Dense RetrievalWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraChunsheng Zuo, Daniel Khashabi2026 · 2 citations
3. StructSurvey: Structured Agentic Retrieval for Automated Survey Paper GenerationWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraPaolo Pedinotti, Enrico Santus2026 · 1 citation
4. The Mighty ToRR: A Benchmark for Table Reasoning and Robustness in LLMsWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraShir Ashury-Tahan, Yifan Mai, Rajmohan C, et al.2026 · 1 citation
5. Chart-RL: Generalized Chart Comprehension via Reinforcement Learning with Verifiable RewardsWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraXin Zhang, Xingyu Li, Rongguang Wang, et al.2026 · 1 citation
6. Output-Space Search: Targeting LLM Generations in a Frozen Encoder-Defined Output SpaceWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraTobias Materzok2026
7. Map-of-Actions: Deliberate Reasoning over Multi-Labeled GraphsWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraWuguang Ni, Kai Yang2026
8. Can LLMs Self-Correct Table Reasoning Errors?Workshop on Structured Understanding, Retrieval, and Generation in the LLM EraFarseen Shaikh2026
9. Generalization in Graph Reasoning: A Systematic Comparison of LLM Training ApproachesWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraSola Shirai, Kavitha Srinivas, Julian Dolby, et al.2026
10. Asking language models how to represent data for fine-tuningWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraUsneek Singh, Ananya Singha, Abhijeet Awasthi, et al.2026
11. Mixed-Policy GRPO for Text-to-SQL with Off-Policy Data GenerationWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraMarko Sterbentz, Michael Glass, Nhan H Pham, et al.2026
12. Routing End User Queries to Enterprise DatabasesWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraSaikrishna Sudarshan, Tanay Kulkarni, Manasi Patwardhan, et al.2026
13. TabGuard: Agentic LLM Orchestration for Adaptive Tabular Anomaly Detection via Dynamic Validator Selection and GenerationWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraSrihari Unnikrishnan, Minghua Ma2026
14. DSMentor: Curriculum-Guided Inference with Online Memory for Data-Science LLM AgentsWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraHe Wang, Alexander Hanbo Li, Yiqun Hu, et al.2026

Venues, publishers and identifiers from OpenAlex (2026-10-14) and the ACL Anthology; yearly proceedings are counted as one series.

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