🏙️ Works of Research Triangle from 2026

32 works · the most cited first · ← Research Triangle

1. Localizing Factual Inconsistencies in Attributable Text GenerationTransactions of the Association for Computational Linguistics (TACL)Arie Cattan, Paul Roit, Shiyue Zhang, et al.2026 · 7 citations
2. Is Chain-of-Thought Really Not Explainability? Chain-of-Thought Can Be Faithful without Hint VerbalizationAnnual Meeting of the Association for Computational Linguistics (ACL)Kerem Zaman, Shashank Srivastava2026 · 5 citations
3. CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web DataAnnual Meeting of the Association for Computational Linguistics (ACL)Pedro Ortiz Suarez, Laurie Burchell, Catherine Arnett, et al.2026 · 3 citations
4. Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution ReconstructionFindings of the Association for Computational LinguisticsXu Shen, Qi Zhang, Song Wang, et al.2026 · 3 citations
5. Anchor: Branch-Point Data Generation for GUI AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Jinbiao Wei, Yilun Zhao, Kangqi Ni, et al.2026 · 1 citation
6. DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal ReasoningConference of the European Chapter of the Association for Computational Linguistics (EACL)Nithin Sivakumaran, Justin Chen, David Wan, et al.2026 · 1 citation
7. Do LLM Agents Mirror Socio-Cognitive Effects in Power-Asymmetric Conversations?Annual Meeting of the Association for Computational Linguistics (ACL)Anvesh Rao Vijjini, Sagar B. Manjunath, Snigdha Chaturvedi2026 · 1 citation
8. RotBench: Evaluating Multi-modal Large Language Models on Identifying Image RotationConference of the European Chapter of the Association for Computational Linguistics (EACL)Tianyi Niu, Jaemin Cho, Elias Stengel-Eskin, et al.2026 · 1 citation
9. STAMP: Selective Task-Aware Mechanism for Text PrivacyConference of the European Chapter of the Association for Computational Linguistics (EACL)Fengwei Tian, Payel Bhattacharjee, Heidi Hanson, et al.2026 · 1 citation
10. SafeAgent: Safeguarding LLM Agents via an Automated Risk SimulatorAnnual Meeting of the Association for Computational Linguistics (ACL)Xueyang Zhou, Weidong Wang, Lin Lu, et al.2026 · 1 citation
11. Automatic and Reliable Evaluation for Academic Caption-to-Figure Generation with LMMsAnnual Meeting of the Association for Computational Linguistics (ACL)Guanghui Ye, Huan Zhao, Qin Zhu, et al.2026
12. CLARO: Controlled Attribute-Driven Reasoning Optimization for Efficient Chain-of-ThoughtFindings of the Association for Computational LinguisticsOded Schlesinger, Young Kyung Kim, J. Matias Di Martino, et al.2026
13. Confirming Correct, Missing the Rest: LLM Tutoring Agents Struggle Where Feedback Matters MostWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Tahreem Yasir, Wenbo Li, Sam Gilson, et al.2026
14. Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage RisksAnnual Meeting of the Association for Computational Linguistics (ACL)Guangwei Zhang, Jianing Zhu, Cheng Qian, et al.2026
15. Demystify the Role of Memory in Machine Learning Engineering AgentsFindings of the Association for Computational LinguisticsXinyu Zhao, Junpeng Wang, Yuzhong Chen, et al.2026
16. KGRxn-LLM: Knowledge Graph Enhanced Large Language Models for Molecular Reaction ReasoningBioNLPWeichen Liu, Qiyao Xue, Yuyang Wu, et al.2026
17. Learning Flexible Large Multimodal Models with Arbitrary Modality CombinationsFindings of the Association for Computational LinguisticsXinyu Zhao, Kangqi Ni, Jie Peng, et al.2026
18. Learning to Control Summaries with Score RankingFindings of the Association for Computational LinguisticsHongye Liu, Liang Ding, Ricardo Henao2026
19. Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt InjectionAnnual Meeting of the Association for Computational Linguistics (ACL)Zedian Shao, Hongbin Liu, Yuepeng Hu, et al.2026
20. Lost in Expression: Diagnosing Systemic Challenges with Non-Manual Generalization in Sign Language Understanding TasksLREC Workshop on the Representation and Processing of Sign Languages: Language in MotionDmitriy Sazonov, Sevgi Z. Gurbuz, Evie A. Malaia2026
21. MedRedFlag: Investigating how LLMs Redirect Misconceptions in Real-World Health CommunicationFindings of the Association for Computational LinguisticsSraavya Sambara, Yuan Pu, Ayman Ali, et al.2026
22. Multimodal Unlearning Across Vision, Language, Video, and Audio: Survey of Methods, Datasets, and BenchmarksFindings of the Association for Computational LinguisticsNobin Sarwar, Shubhashis Roy Dipta, Zheyuan Liu, et al.2026
23. On-policy Reinforcement Fine-tuning with Offline reward for Multi-step Embodied PlanningAnnual Meeting of the Association for Computational Linguistics (ACL)Di Wu, Jiaxin Fan, Chloe Gu, et al.2026
24. ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified RecommendationFindings of the Association for Computational LinguisticsYihua Zhang, Mingfu Liang, Jiyan Yang, et al.2026
25. Reasoning-Aware AIGC Detection via Alignment and ReinforcementFindings of the Association for Computational LinguisticsZhao Wang, Max Xiong, Jianxun Lian, et al.2026
26. Risk-Controlled Event-Driven Cascading Updates for Knowledge Graph Consistency RestorationFindings of the Association for Computational LinguisticsBo Ni, Qinwen Ge, Haowei Fu, et al.2026
27. Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert SelectionAnnual Meeting of the Association for Computational Linguistics (ACL)Tianyi Niu, Justin Chen, Genta Indra Winata, et al.2026
28. SimpleOCR: Rendering Visual Questions to Teach MLLMs to ReadFindings of the Association for Computational LinguisticsYibo Peng, Peng Xia, Ding Zhong, et al.2026
29. Stabilizing Efficient Reasoning with Step-Level Advantage SelectionFindings of the Association for Computational LinguisticsHan Wang, Xiaodong Yu, Jialian Wu, et al.2026
30. SynthAgent: Adapting Web Agents with Synthetic SupervisionAnnual Meeting of the Association for Computational Linguistics (ACL)Zhaoyang Wang, Yiming Liang, Xuchao Zhang, et al.2026
31. The Effects of Structured LLM-Generated Feedback on Programming Assignment PerformanceWorkshop on Innovative Use of NLP for Building Educational Applications (BEA)Tsvetomila Mihaylova, Evanfiya Logacheva, Arto Hellas, et al.2026
32. Why is “Chicago” Predictive of Deceptive Reviews? Using LLMs to Discover Language Phenomena from Lexical CuesWorkshop on Trustworthy NLPJiaming Qu, Mengtian Guo, Yue Wang2026

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