---
title: "ACL 2026 — all accepted papers, page 15 — the most cited first"
description: "All 2,650 papers of ACL 2026 · page 15 of 27, the most cited first; those with our summary link to it."
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# ACL 2026: all accepted papers

2,650 papers · page 15 of 27 · the most cited first · [← ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/)

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1401. **[Jakiro: Boosting Speculative Decoding via Decoupled MoE ↗](https://aclanthology.org/2026.acl-long.487/)**Haiduo Huang, Fuwei Yang, Zhenhua Liu et al. · Long Papers
1402. **[JanusMM: A Benchmark for Self-Deprecation Understanding in Real-World Multimodal Conversations ↗](https://aclanthology.org/2026.acl-long.1116/)**Xinyi Xu, Bingguang Hao, Yongyi Xiong et al. · Long Papers
1403. **[JoPR: Joint Emotion Perception and Reasoning for Conversational Emotion Recognition ↗](https://aclanthology.org/2026.acl-long.1800/)**Yumeng Fu, Weitao Huang, Junjie Wu et al. · Long Papers
1404. **[Joint Knowledge Base Completion and Question Answering by Combining Large Language Models and Small Language Models ↗](https://aclanthology.org/2026.acl-long.1704/)**Yinan Liu, Dongying Lin, Sigang Luo et al. · Long Papers
1405. **[JurisBench: A Deep Benchmark for Assessing Large Language Models in Professional Legal Practice ↗](https://aclanthology.org/2026.acl-long.1666/)**Ziang Chen, Guannan Li, Fanlin Ji et al. · Long Papers
1406. **[Just Pass Twice: Efficient Token Classification with LLMs for Zero-Shot NER ↗](https://aclanthology.org/2026.acl-long.526/)**Ahmed Ewais, Ahmed Hashish, Amr Ali · Long Papers
1407. **[KARL: Reinforcement Learning for LLM Agents on Multi-Turn Knowledge-Intensive Agentic Tasks ↗](https://aclanthology.org/2026.acl-long.2196/)**Xueqiao Sun, Xiao Liu, Bowen Lv et al. · Long Papers
1408. **[KASER: Knowledge-Aligned Student Error Simulator for Open-Ended Coding Tasks ↗](https://aclanthology.org/2026.acl-long.1858/)**Zhangqi Duan, Nigel Fernandez, Andrew Lan · Long Papers
1409. **[KCVR: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph Planning ↗](https://aclanthology.org/2026.acl-long.414/)**Jingjiang Liu, Jia Zhu, Hanghui Guo et al. · Long Papers
1410. **[KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering ↗](https://aclanthology.org/2026.acl-long.1622/)**Zhiyang Li, Ao Ke, Yukun Cao et al. · Long Papers
1411. **[KV-Embedding: Training-free Text Embedding via Internal KV Re-routing in Decoder-only LLMs ↗](https://aclanthology.org/2026.acl-long.540/)**Yixuan Tang, Yi Yang · Long Papers
1412. **[KinyaProp: Fine-Grained Propaganda Annotation in Kinyarwanda ↗](https://aclanthology.org/2026.acl-long.1580/)**Manzi Fabrice Niyigaba, Ivory Yang, Soroush Vosoughi · Long Papers
1413. **[Know What You See: Grounded localization of product components ↗](https://aclanthology.org/2026.acl-industry.75/)**Manan Soni, Abinesh Kanagarajan, Shyam Mohan · Industry Track
1414. **[Know Your Place: Diagnosing Implicit Social Adaptation Failures in Chinese Large Language Models ↗](https://aclanthology.org/2026.acl-long.1148/)**Yu Tian, Jie Xing, Ziming Li et al. · Long Papers
1415. **[Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations ↗](https://aclanthology.org/2026.acl-long.867/)**Yichi Zhang, Zhuo Chen, Lingbing Guo et al. · Long Papers
1416. **[KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions ↗](https://aclanthology.org/2026.acl-long.1394/)**Tingyu Wu, Zhisheng Chen, Ziyan Weng et al. · Long Papers
1417. **[KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality ↗](https://aclanthology.org/2026.acl-long.1840/)**Baochang Ren, Shuofei Qiao, Ningyu Zhang et al. · Long Papers
1418. **[Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation ↗](https://aclanthology.org/2026.acl-long.1105/)**Kyomin Hwang, Hyeonjin Kim, Sangyeon Cho et al. · Long Papers
1419. **[Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society ↗](https://aclanthology.org/2026.acl-tutorials.5/)**Zheyuan Liu, Yixin Wan, Kai-Wei Chang et al. · Tutorial Abstracts
1420. **[Knowledge Injection Exists in MoE? Exploring Expert-Aware Contrast Decoding in MoE for Mitigating LLMs' Hallucinations ↗](https://aclanthology.org/2026.acl-long.1824/)**Xinyue Fang, Zhiliang Tian, Zhen Huang et al. · Long Papers
1421. **[Knowledge Poisoning Attacks on Medical Multi-Modal Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.acl-long.892/)**Peiru Yang, Haoran Zheng, Tong Ju et al. · Long Papers
1422. **[Knowledge Vector of Logical Reasoning in Large Language Models ↗](https://aclanthology.org/2026.acl-long.2021/)**Zixuan Wang, Yuanyuan Lei · Long Papers
1423. **[Knowledge is Not Enough: Injecting RL Skills for Continual Adaptation ↗](https://aclanthology.org/2026.acl-long.550/)**Pingzhi Tang, Yiding Wang, Muhan Zhang · Long Papers
1424. **[Knowledge without Wisdom: Measuring Misalignment between LLMs and Intended Impact ↗](https://aclanthology.org/2026.acl-long.2171/)**Michael Hardy, Yunsung Kim · Long Papers
1425. **[Knowledge-driven Augmentation and Retrieval for Integrative Temporal Adaptation ↗](https://aclanthology.org/2026.acl-long.1672/)**Weisi Liu, Guangzeng Han, Xiaolei Huang · Long Papers
1426. **[Knowledge-to-Verification: Exploring RLVR for LLMs in Knowledge-Intensive Domains ↗](https://aclanthology.org/2026.acl-long.1891/)**Zhonghang Yuan, Zhefan Wang, Fang Hu et al. · Long Papers
1427. **[KoCo-Bench: Can Large Language Models Leverage Domain Knowledge in Software Development? ↗](https://aclanthology.org/2026.acl-long.1311/)**Xue Jiang, Ge Li, Jiaru Qian et al. · Long Papers
1428. **[KoCo: Conditioning Language Model Pre-training on Knowledge Coordinates ↗](https://aclanthology.org/2026.acl-long.1111/)**Yudong Li, Jiawei Cai, Linlin Shen · Long Papers
1429. **[L2Dir: Integrating $L_2$-Norm and Directional Alignment for Unsupervised Contrastive Representation Learning in Multimodal Retrieval ↗](https://aclanthology.org/2026.acl-long.1604/)**Tianyu Zong, Rui Dai, Hongzhu Yi et al. · Long Papers
1430. **[LADR: Locality-Aware Dynamic Rescue for Efficient Text-to-Image Generation with Diffusion Large Language Models ↗](https://aclanthology.org/2026.acl-long.1251/)**Chenglin Wang, Yucheng Zhou, Shuang Chen et al. · Long Papers
1431. **[LAFaCT: Attribution-based Localization and Focused Sequential Analysis of Fact-Critical Tokens for Hallucination Detection ↗](https://aclanthology.org/2026.acl-long.312/)**Xin Wang, Jiahao Li, Licheng Zhang et al. · Long Papers
1432. **[LAMCL: A Length-aware Momentum Contrastive Learning Framework for Multiscale Machine-Revised Text Detection ↗](https://aclanthology.org/2026.acl-long.1118/)**Bing Zhou, Zhe Huang, Shilei Tan et al. · Long Papers
1433. **[LAMP-MedQA: A Lightweight Multi-Agent System for Patient-Oriented Medical Question Answering ↗](https://aclanthology.org/2026.acl-srw.60/)**Jack A. Johnson, Meghali Banerjee, Joseph Crawford et al. · Student Research Workshop
1434. **[LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance ↗](https://aclanthology.org/2026.acl-long.2029/)**Yuchun Fan, Bei Li, Peiguang Li et al. · Long Papers
1435. **[LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety ↗](https://aclanthology.org/2026.acl-long.1913/)**Junxiao Yang, Haoran Liu, Jinzhe Tu et al. · Long Papers
1436. **[LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation ↗](https://aclanthology.org/2026.acl-long.1640/)**Siqing Song, Chuang Wang, Yong Lang et al. · Long Papers
1437. **[LCMA-SRT: Language-Conditional Mixture-of-Experts Adapters for Joint Multilingual Speech Recognition and Translation ↗](https://aclanthology.org/2026.acl-long.1634/)**Nanjie Li, Xiaoyong Guo, Hao Huang et al. · Long Papers
1438. **[LCR-RAG: Enhancing Logical Consistency in Retrieval-Augmented Generation via Neuro-symbolic Reinforcement Learning ↗](https://aclanthology.org/2026.acl-long.814/)**Wenxiang Zheng, Guo Tang, Shixin Jiang et al. · Long Papers
1439. **[LEAP: Layer-wise Exit-Aware Pretraining for Efficient Transformer Inference ↗](https://aclanthology.org/2026.acl-industry.52/)**Shashank Kapadia, Deep Narayan Mishra, Sujal Reddy Alugubelli et al. · Industry Track
1440. **[LEASH: Adaptive Length Penalty and Reward Shaping for Efficient Large Reasoning Model ↗](https://aclanthology.org/2026.acl-long.129/)**Yanhao Li, Lu Ma, Jiaran Zhang et al. · Long Papers
1441. **[LEDOM: Reverse Language Model ↗](https://aclanthology.org/2026.acl-long.975/)**Xunjian Yin, Sitao Cheng, Yuxi Xie et al. · Long Papers
1442. **[LENS: LLM-Enabled Narrative Synthesis for Mental Health by Aligning Multimodal Sensing with Language Models ↗](https://aclanthology.org/2026.acl-long.793/)**Wenxuan Xu, Arvind Pillai, Subigya Nepal et al. · Long Papers
1443. **[LGSA: Label Geometry Structuring and Aligning for Hierarchical Text Classification ↗](https://aclanthology.org/2026.acl-long.1322/)**Shuai Zhang, Weibo Xu, Jiahao Nie et al. · Long Papers
1444. **[LLM Agents in Law: Taxonomy, Applications, and Challenges ↗](https://aclanthology.org/2026.acl-long.718/)**Shuang Liu, Ruijia Zhang, Ruoyun Ma et al. · Long Papers
1445. **[LLM Beliefs Are in Their Heads ↗](https://aclanthology.org/2026.acl-long.1905/)**Alessandro Corona Mendozza, Anders Søgaard · Long Papers
1446. **[LLM Parameters for Math Across Languages: Shared or Separate? ↗](https://aclanthology.org/2026.acl-srw.107/)**Behzad Shomali, Luisa Victor, Tim Selbach et al. · Student Research Workshop
1447. **[LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals ↗](https://aclanthology.org/2026.acl-long.1237/)**Lihao Sun, Hang Dong, Bo Qiao et al. · Long Papers
1448. **[LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation ↗](https://aclanthology.org/2026.acl-srw.125/)**Lukáš Eigler, Jindřich Libovický, David Hurych · Student Research Workshop
1449. **[LLM as a Risk Manager: LLM Semantic Filtering for Lead–Lag Trading in Prediction Markets ↗](https://aclanthology.org/2026.acl-industry.68/)**Sumin Kim, Minjae Kim, Jihoon Kwon et al. · Industry Track
1450. **[LLM-Based Multi-Agent Systems for Clinical Workflows: A Survey of AI Hospitals ↗](https://aclanthology.org/2026.acl-long.2123/)**Zonghai Yao, Hong yu · Long Papers
1451. **[LLM-Based Multi-Task Bangla Hate Speech Detection: Type, Severity, and Target ↗](https://aclanthology.org/2026.acl-long.1565/)**Md Arid Hasan, Firoj Alam, Md Fahad Hossain et al. · Long Papers
1452. **[LLM-Based Zero-Shot Soft Labeling for Anticipating Disagreement in Negotiation Dialogues ↗](https://aclanthology.org/2026.acl-srw.90/)**Ken Watanabe, Katsuhide Fujita · Student Research Workshop
1453. **[LLM-Generated Text May Harm Your Retrieval! A Robust Detection Strategy for Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.acl-long.1475/)**Zhaoheng Huang, Yutao Zhu, Ji-Rong Wen et al. · Long Papers
1454. **[LLM-MC-Affect: LLM-Based Monte Carlo Modeling of Affective Trajectories and Latent Ambiguity for Interpersonal Dynamic Insight ↗](https://aclanthology.org/2026.acl-long.1290/)**Yu-Zheng Lin, Bono Po-Jen Shih, John Paul Martin Encinas et al. · Long Papers
1455. **[LLM-SLM Collaborative Framework of Idiomatic Expression Generation ↗](https://aclanthology.org/2026.acl-long.555/)**Hui Gao, Changhao Song, Peng Zhang et al. · Long Papers
1456. **[LLM-VA: Resolving the Jailbreak-Overrefusal Trade-off via Vector Alignment ↗](https://aclanthology.org/2026.acl-long.260/)**Haonan Zhang, Dongxia Wang, Yi Liu et al. · Long Papers
1457. **[LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models ↗](https://aclanthology.org/2026.acl-long.170/)**Minh Chu Xuan, Tien-Phat Nguyen, Linh Ngo Van et al. · Long Papers
1458. **[LLM-as-Scheduler: Agentic Workflow Dynamic Scheduling ↗](https://aclanthology.org/2026.acl-long.581/)**Dawei Xiang, Kexin Chu, Wenyan Xu et al. · Long Papers
1459. **[LLM-based Literal Example Generation for Japanese Multiword Expressions ↗](https://aclanthology.org/2026.acl-srw.25/)**Mio Ohashi, Hajime Kiyama, Zhidong Ling et al. · Student Research Workshop
1460. **[LLM4Cell: Taxonomy and Evaluation of LLM and Agentic Models for Single-Cell Biology ↗](https://aclanthology.org/2026.acl-long.1942/)**Sajib Acharjee Dip, Adrika Zafor, Bikash Kumar Paul et al. · Long Papers
1461. **[LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models ↗](https://aclanthology.org/2026.acl-long.972/)**Ming Zhang, Yujiong Shen, Jingyi Deng et al. · Long Papers
1462. **[LLMSurgeon: Diagnosing Data Mixture of Large Language Models ↗](https://aclanthology.org/2026.acl-long.1964/)**Yaxin Luo, Jiacheng Cui, Xiaohan Zhao et al. · Long Papers
1463. **[LLMs (Almost) Never Abstain Under Medical Uncertainty ↗](https://aclanthology.org/2026.acl-long.1365/)**Alessio Cocchieri, Luca Ragazzi, Giuseppe Tagliavini et al. · Long Papers
1464. **[LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs ↗](https://aclanthology.org/2026.acl-short.17/)**Paolo Gajo, Domenic Rosati, Hassan Sajjad et al. · Short Papers
1465. **[LLMs as Knowledge Graph Refiners: Mitigating Factual Inconsistencies in Generative Knowledge Extraction ↗](https://aclanthology.org/2026.acl-long.1353/)**Donghyun Kim, Hyeongjun Yang, Seokju Hwang et al. · Long Papers
1466. **[LLMs for Now, Fine-Tuning for Later: An Ensemble Approach to Data Drift in Domain-Specific Tasks ↗](https://aclanthology.org/2026.acl-srw.77/)**Yuxuan Lu, Bingsheng Yao, Shao Zhang et al. · Student Research Workshop
1467. **[LLMs in Sarcasm Detection? It's elementary! (Or is it?) ↗](https://aclanthology.org/2026.acl-long.1346/)**Priyanshu Mahato, Aniket Santosh Mishra, Kripabandhu Ghosh · Long Papers
1468. **[LOGICAL-COMMONSENSEQA: A Benchmark for Logical Commonsense Reasoning ↗](https://aclanthology.org/2026.acl-short.61/)**Obed Junias, Maria Leonor Pacheco · Short Papers
1469. **[LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory ↗](https://aclanthology.org/2026.acl-long.760/)**Binchi Zhang, Zhengzhang Chen, Zaiyi Zheng et al. · Long Papers
1470. **[LOTUS: Evolving Multimodal Unlearning via Hyperbolic Entailment and Lorentz Transport ↗](https://aclanthology.org/2026.acl-long.2195/)**Zekun Wang, Jingjie Zeng, Yingxu Li et al. · Long Papers
1471. **[LVLMs and Humans Ground Differently in Referential Communication ↗](https://aclanthology.org/2026.acl-long.410/)**Peter Zeng, Weiling Li, Amie J. Paige et al. · Long Papers
1472. **[LaCo: Layer-wise Compensation for Pruned Large Language Models ↗](https://aclanthology.org/2026.acl-long.1342/)**Yingen Liu, Fan Wu, Panxuyan et al. · Long Papers
1473. **[LaMI: Augmenting Large Language Models via Late Multi-Image Fusion ↗](https://aclanthology.org/2026.acl-short.3/)**Guy Yariv, Idan Schwartz, Yossi Adi et al. · Short Papers
1474. **[Label Effects: Shared Heuristic Reliance in Trust Assessment by Humans and LLM-as-a-Judge ↗](https://aclanthology.org/2026.acl-long.1495/)**Xin Sun, Di Wu, Sijing Qin et al. · Long Papers
1475. **[LangSAE Editing: Improving Multilingual Information Retrieval via Post-hoc Language Identity Removal ↗](https://aclanthology.org/2026.acl-long.1685/)**Dongjun Kim, Jeongho Yoon, Chanjun Park et al. · Long Papers
1476. **[Language Acquisition Device in Large Language Models ↗](https://aclanthology.org/2026.acl-long.895/)**Masato Mita, Taiga Someya, Ryo Yoshida et al. · Long Papers
1477. **[Language Directions in Multilingual LLMs: A Layer-wise Diagnostic Study of Token Alignment and Pretraining Imprint ↗](https://aclanthology.org/2026.acl-srw.3/)**JaeSeong Kim, Suan Lee · Student Research Workshop
1478. **[Language Model as Planner and Formalizer under Constraints ↗](https://aclanthology.org/2026.acl-long.624/)**Cassie Huang, Stuti Mohan, Ziyi Yang et al. · Long Papers
1479. **[Language Models Don't Know What You Want: Evaluating Personalization in Deep Research Needs Real Users ↗](https://aclanthology.org/2026.acl-long.723/)**Nishant Balepur, Malachi Hamada, Varsha Kishore et al. · Long Papers
1480. **[Language Models Learn Universal Representations of Numbers and Here's Why You Should Care ↗](https://aclanthology.org/2026.acl-long.1415/)**Michal Štefánik, Timothee Mickus, Marek Kadlčík et al. · Long Papers
1481. **[Language Models Struggle to Use Representations Learned In-Context ↗](https://aclanthology.org/2026.acl-long.676/)**Michael A. Lepori, Tal Linzen, Ann Yuan et al. · Long Papers
1482. **[Language of Thought Shapes Output Diversity in Large Language Models ↗](https://aclanthology.org/2026.acl-long.628/)**Shaoyang Xu, Wenxuan Zhang · Long Papers
1483. **[Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality ↗](https://aclanthology.org/2026.acl-long.955/)**Mengyu Bu, Yang Feng · Long Papers
1484. **[Language-Aware Token Boosting: LLM Language Confusion Reduction Without Tuning ↗](https://aclanthology.org/2026.acl-short.40/)**Trapoom Ukarapol, Pakhapoom Sarapat, Nut Chukamphaeng · Short Papers
1485. **[LaoBench: A Large-Scale Multidimensional Lao Benchmark for Large Language Models ↗](https://aclanthology.org/2026.acl-long.1088/)**Jian Gao, Richeng Xuan, Zhaolu Kang et al. · Long Papers
1486. **[Large Language Model-Enhanced Multi-Armed Bandits ↗](https://aclanthology.org/2026.acl-long.368/)**Jiahang Sun, Zhiyong Wang, Runhan Yang et al. · Long Papers
1487. **[Large Language Models Are Bad Dice Players: LLMs Struggle to Generate Random Numbers from Statistical Distributions ↗](https://aclanthology.org/2026.acl-long.1051/)**Minda Zhao, Yilun Du, Mengyu Wang · Long Papers
1488. **[Late Code Chunking: A Code Chunking Strategy for Repository-Level Code Completion ↗](https://aclanthology.org/2026.acl-short.64/)**Seungmin Oh, Eunseok Lee · Short Papers
1489. **[Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate ↗](https://aclanthology.org/2026.acl-long.709/)**John Seon Keun Yi, Aaron Mueller, Dokyun Lee · Long Papers
1490. **[Latent Attention Denoising: A Training-Free Energy-Based Framework for Mitigating Hallucinations in Vision-Language Models ↗](https://aclanthology.org/2026.acl-long.1327/)**Zhiwen Luo, Siyu Jiang, Weilong Jiang et al. · Long Papers
1491. **[Latent-Condensed Transformer for Efficient Long Context Modeling ↗](https://aclanthology.org/2026.acl-long.1176/)**Zeng You, Yaofo Chen, Qiuwu Chen et al. · Long Papers
1492. **[LatentGate: Low-Latency Semantic Routing via Frozen-Backbone Probing of Small Language Models ↗](https://aclanthology.org/2026.acl-industry.153/)**Shivam Ratnakar, Abhiroop Talasila, Vinayak K Doifode · Industry Track
1493. **[Layer-Wise High-Impact Parameter Ratio Optimization in Post-Training Quantization for Large Language Models ↗](https://aclanthology.org/2026.acl-long.2092/)**Cuong Pham, Anh Dung Hoang, Cuong C. Nguyen et al. · Long Papers
1494. **[LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long Reasoning ↗](https://aclanthology.org/2026.acl-long.1683/)**Haoyue Zhang, Hualei Zhang, Xiaosong Ma et al. · Long Papers
1495. **[LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation ↗](https://aclanthology.org/2026.acl-long.1667/)**Weikang Yuan, Kaisong Song, Zhuoren Jiang et al. · Long Papers
1496. **[LeLoRA: Learnable Low-Rank Adaptation of Large Language Models ↗](https://aclanthology.org/2026.acl-long.1628/)**Xiaoling Zhou, Mingjie Zhang, Zhemg Lee et al. · Long Papers
1497. **[LePREC: Reasoning as Classification over Structured Factors for Assessing Relevance of Legal Issues ↗](https://aclanthology.org/2026.acl-long.350/)**Fanyu Wang, Xiaoxi Kang, Paul Burgess et al. · Long Papers
1498. **[League of LLMs: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models ↗](https://aclanthology.org/2026.acl-long.922/)**Qianhong Guo, Wei Xie, Xiaofang Cai et al. · Long Papers
1499. **[Leakage-Aware User-Level ADHD Signal Classification from Social Media: When Graph Aggregation Helps, and When It Does Not ↗](https://aclanthology.org/2026.acl-srw.47/)**Daniel Cieślak, Władysław Średniawa · Student Research Workshop
1500. **[Learn Like Humans: Use Meta-cognitive Reflection for Efficient Self-Improvement ↗](https://aclanthology.org/2026.acl-long.1329/)**Xinmeng Hou, Bohao Qu, Wuqi Wang et al. · Long Papers

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