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Binxuan Huang

Binxuan Huang has 2 papers in our library, in 2019–2026, most of them on Sentiment & emotion, Dialogue systems, Syntax & grammar formalisms; often with Changyou Chen.

2 papers in our library · 2019–2026

OpenAlex · ORCID · h-index 10 · 31 works · 1,078 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 103 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #4632

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🏢AmazonSeattle · United States2022–2026 · 8 paperscurrent🎓Carnegie Mellon UniversityPittsburgh · United States2017–2021 · 14 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

 Fields, topics and concepts

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

📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

🧭 Topics 3Research subjects and languages the work is about.Sentiment & emotion · 1 workSyntax & grammar formalisms · 1 workDialogue systems · 1 work

 Works by year

2020s

20261 paper

2010s

20191 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks (2019 · 351 citations)
    The paper addresses aspect level sentiment classification, which means determining whether a sentence expresses a positive, negative or neutral attitude toward one specific aspect term.
  2. Small Agents, Big Gains: Journey-Aware and Critic-Guided Simulation for Long-Horizon Shopping Dialogues (2026)
    The paper addresses a data bottleneck in building compact e-commerce assistants. Such assistants must help with inspiration, comparison and tool-backed fact-checking across non-linear shopping journeys, but real training trajectories are scarce and good answers have no single reference. The authors, from Amazon…

All works

6 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. Syntax-Aware Aspect Level Sentiment Classification with Graph Attention NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Binxuan Huang, Kathleen Carley2019 · 351 citations
  2. Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetBinxuan Huang, Kathleen Carley2018 · 213 citations
  3. A Hierarchical Location Prediction Neural Network for Twitter User Geolocation ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetBinxuan Huang, Kathleen Carley2019 · 58 citations
  4. Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs ↗arXiv:2408.00114 · no summary yetKewei Cheng et al.2024 · 16 citations
  5. A Probabilistic Framework for Location Inference from Social Media ↗arXiv (Cornell University) · no summary yetYujie Qian et al.2017 · 15 citations
  6. Small Agents, Big Gains: Journey-Aware and Critic-Guided Simulation for Long-Horizon Shopping DialoguesAnnual Meeting of the Association for Computational Linguistics (ACL)Qing Ping, Changyou Chen, Binxuan Huang2026

 Co-authors here

1 co-author with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 103 times (of the 149,439 papers whose bibliographies we read); 14 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/binxuan-huang/