---
title: "ACL 2026 — all accepted papers, page 17 — the most cited first"
description: "All 2,650 papers of ACL 2026 · page 17 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 17 of 27 · the most cited first · [← ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/)

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1601. **[METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues ↗](https://aclanthology.org/2026.acl-long.978/)**Haofu Yang, Jiaji Liu, Chen Huang et al. · Long Papers
1602. **[MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection ↗](https://aclanthology.org/2026.acl-long.1446/)**Bingbing Wang, Zhengda Jin, Bin Liang et al. · Long Papers
1603. **[MIND: From Passive Mimicry to Active Reasoning through Capability-Aware Multi-Perspective CoT Distillation ↗](https://aclanthology.org/2026.acl-long.2020/)**Jin Cui, Jiaqi Guo, Jiepeng Zhou et al. · Long Papers
1604. **[MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Long-tail Knowledge ↗](https://aclanthology.org/2026.acl-long.18/)**Jie He, Nan Hu, Wanqiu Long et al. · Long Papers
1605. **[MIRTH: Mutual-Information Reasoning with Temporal Hubs for Vision-Language-Action Agents ↗](https://aclanthology.org/2026.acl-long.1016/)**Hao Sun, Yu Song, Teng Shiyu et al. · Long Papers
1606. **[MM-BizRAG: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise Q&A ↗](https://aclanthology.org/2026.acl-industry.134/)**Hanoz Bhathena, Parin Rajesh Jhaveri, Rohan Mittal et al. · Industry Track
1607. **[MM-JudgeBias: A Benchmark for Evaluating Compositional Biases in MLLM-as-a-Judge ↗](https://aclanthology.org/2026.acl-long.1162/)**Sua Lee, Sanghee Park, Jinbae Im · Long Papers
1608. **[MMSciCode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research Coding ↗](https://aclanthology.org/2026.acl-long.1566/)**Xue Xia, Zheyuan Yang, Arman Cohan et al. · Long Papers
1609. **[MMTutorBench: The First Multimodal Benchmark for AI Math Tutoring ↗](https://aclanthology.org/2026.acl-long.1068/)**Tengchao Yang, Sichen Guo, Mengzhao Jia et al. · Long Papers
1610. **[MOA: Multi-Objective Alignment for Role-Playing Agents ↗](https://aclanthology.org/2026.acl-long.531/)**Chonghua Liao, Ke Wang, Yuchuan Wu et al. · Long Papers
1611. **[MONETA: Multimodal Industry Classification through Geographic Information with Multi Agent Systems ↗](https://aclanthology.org/2026.acl-long.674/)**Arda Yüksel, Gabriel Thiem, Susanne Walter et al. · Long Papers
1612. **[MOOSE-Copilot: A Web-Based Interactive Assistant for Unified Exploratory and Fine-Grained Scientific Hypothesis Discovery ↗](https://aclanthology.org/2026.acl-demo.85/)**Hongran An, Zonglin Yang · System Demonstrations
1613. **[MPBoCo: Multimodal Prompt-based Boundary-enhanced Continual Framework for Joint Entity and Relation Extraction ↗](https://aclanthology.org/2026.acl-long.1220/)**Guanglu Sun, Xinyu Liu, Lili Liang et al. · Long Papers
1614. **[MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents ↗](https://aclanthology.org/2026.acl-long.1375/)**Ruihan Chen, Qiming Li, Xiaocheng Feng et al. · Long Papers
1615. **[MQM Re-Annotation: A Technique for Collaborative Evaluation of Machine Translation](https://md.research.elamur.ai/free/en/papers/riley-2026-mqm-re-annotation-technique-collaborative/)**Parker Riley, Daniel Deutsch, Mara Finkelstein et al. · Long Papers*our summary*
1616. **[MSEarth: A Multimodal Benchmark for Earth Science Phenomenon Discovery with MLLMs ↗](https://aclanthology.org/2026.acl-long.239/)**Xiangyu Zhao, Wanghan Xu, Bo Liu et al. · Long Papers
1617. **[MSMO-ABSA: Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2026.acl-long.851/)**Chengyan Wu, Bolei Ma, Ningyuan Deng et al. · Long Papers
1618. **[MT$^3$: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation ↗](https://aclanthology.org/2026.acl-long.460/)**Zhaopeng Feng, Yupu Liang, Shaosheng Cao et al. · Long Papers
1619. **[MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation ↗](https://aclanthology.org/2026.acl-long.1507/)**Pham Khanh Chi, Quoc Phong Dao, Thuat Nguyen et al. · Long Papers
1620. **[MTA:A Merge-then-Adapt Framework for Personalized Large Language Models ↗](https://aclanthology.org/2026.acl-long.2040/)**Xiaopeng Li, Yuanjin Zheng, Wanyu Wang et al. · Long Papers
1621. **[MTIVE: Multi-Task Image Verification Engine Using Vision-Language Models for E-commerce ↗](https://aclanthology.org/2026.acl-industry.143/)**Yu-Tong Cao, Vishnu Prabhakaran, Arunita Das et al. · Industry Track
1622. **[MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation ↗](https://aclanthology.org/2026.acl-long.984/)**Xiaoyuan Li, Keqin Bao, Yubo Ma et al. · Long Papers
1623. **[MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks ↗](https://aclanthology.org/2026.acl-long.1726/)**Junhao Ruan, Abudukeyumu Abudula, Bei Li et al. · Long Papers
1624. **[MTRouter: Cost-Aware Multi-Turn LLM Routing with History–Model Joint Embeddings ↗](https://aclanthology.org/2026.acl-long.2045/)**Yiqun Zhang, Hao Li, Zihan Wang et al. · Long Papers
1625. **[MTSQL-R1: Towards Long-Horizon Multi-Turn Text-to-SQL via Agentic Training ↗](https://aclanthology.org/2026.acl-long.1563/)**Taicheng Guo, Hai Wang, Chaochun Liu et al. · Long Papers
1626. **[MUR: Momentum Uncertainty guided Reasoning for Large Language Models ↗](https://aclanthology.org/2026.acl-long.1058/)**Hang Yan, Fangzhi Xu, Rongman Xu et al. · Long Papers
1627. **[MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding ↗](https://aclanthology.org/2026.acl-long.1644/)**Fuwen Luo, Shengfeng Lou, Chi Chen et al. · Long Papers
1628. **[MUTANT: A Recipe for Multilingual Tokenizer Design ↗](https://aclanthology.org/2026.acl-long.2146/)**Souvik Rana, Ashish Kulkarni, Arul Menezes et al. · Long Papers
1629. **[MVP: Enhancing Video Large Language Models via Self-supervised Masked Video Prediction ↗](https://aclanthology.org/2026.acl-long.891/)**Xiaokun Sun, Zezhong Wu, Zewen Ding et al. · Long Papers
1630. **[MaDS: Long-Horizon GUI Automation via Synergizing Dual-Layer Memory and Multi-Round Debate ↗](https://aclanthology.org/2026.acl-long.1202/)**Pengchen Chen, Shi Chen, Qiming Ye et al. · Long Papers
1631. **[Macaron: Controlled, Human-Written Benchmark for Multilingual and Multicultural Reasoning via Template-Filling ↗](https://aclanthology.org/2026.acl-long.2211/)**Alaa Elsetohy, Sama Hadhoud, Haryo Akbarianto Wibowo et al. · Long Papers
1632. **[MagicBench: Diagnosing Visual Agency Loss and Semantic Dependency in Multimodal LLMs ↗](https://aclanthology.org/2026.acl-long.1314/)**Tang Da Huang, Weidong Tang, Wen Qi Xu et al. · Long Papers
1633. **[Make LLMs See Like Investigators, Not Just Think More: The Role of Structured Analysis in Investigative Reasoning ↗](https://aclanthology.org/2026.acl-long.1056/)**Jaewook Lee, Myeong-Cheol Kang, Jong-hun Shin · Long Papers
1634. **[Make Mechanistic Interpretability Auditable: A Call to Develop Guidelines via Continuous Collaborative Reviewing ↗](https://aclanthology.org/2026.acl-long.159/)**Michael Lan, Narmeen Fatimah Oozeer, Chaithanya Bandi et al. · Long Papers
1635. **[MalruleLib: Large-Scale Executable Misconception Reasoning with Step Traces for Modeling Student Thinking in Mathematics ↗](https://aclanthology.org/2026.acl-long.690/)**Xinghe Chen, Naiming Liu, Shashank Sonkar · Long Papers
1636. **[Mango: Multi-Agent Web Navigation via Global-View Optimization ↗](https://aclanthology.org/2026.acl-long.646/)**Weixi Tong, Yifeng Di, Tianyi Zhang · Long Papers
1637. **[Map of Encoders – Mapping Sentence Encoders using Quantum Relative Entropy ↗](https://aclanthology.org/2026.acl-long.645/)**Gaifan Zhang, Danushka Bollegala · Long Papers
1638. **[Mapping the Circumplex of Affect: Geometric Analysis of Emotion Representations via Hyperspherical Contrastive Learning ↗](https://aclanthology.org/2026.acl-long.772/)**Yusuke Yamauchi, Akiko Aizawa · Long Papers · 🏆 Best Theme Paper
1639. **[Market-Bench: Benchmarking Large Language Models on Economic and Trade Competition ↗](https://aclanthology.org/2026.acl-long.1853/)**Yushuo Zheng, Huiyu Duan, Zicheng Zhang et al. · Long Papers
1640. **[Markovian Linguistic-Temporal Bridge: Unlocking the Potential of LLMs for Time Series Forecasting ↗](https://aclanthology.org/2026.acl-long.1014/)**Siming Sun, Kai Zhang, Xuejun Jiang et al. · Long Papers
1641. **[Mask-to-Correct$^+$: Leveraging Retriever Diversity for Masking-guided Faithful Fact Correction ↗](https://aclanthology.org/2026.acl-long.175/)**Payel Santra, Lavisha Sharma, Madhusudan Ghosh et al. · Long Papers
1642. **[Masked by Consensus: Disentangling Privileged Knowledge in LLM Correctness ↗](https://aclanthology.org/2026.acl-long.483/)**Tomer Ashuach, Shai Gretz, Yoav Katz et al. · Long Papers
1643. **[Massively Multilingual Joint Segmentation and Glossing ↗](https://aclanthology.org/2026.acl-long.1657/)**Michael Ginn, Lindia Tjuatja, Enora Rice et al. · Long Papers · 🏆 Outstanding Paper
1644. **[MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching ↗](https://aclanthology.org/2026.acl-long.549/)**Changle Qu, Sunhao Dai, Hengyi Cai et al. · Long Papers
1645. **[MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning ↗](https://aclanthology.org/2026.acl-long.1287/)**Weikang Shi, Aldrich Yu, Rongyao Fang et al. · Long Papers
1646. **[MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems ↗](https://aclanthology.org/2026.acl-long.43/)**Shuhang Chen, Hangjie Yuan, Yunqiu Xu et al. · Long Papers
1647. **[MathSight: A Benchmark Exploring Have Vision-Language Models Really Seen in University-Level Mathematical Reasoning? ↗](https://aclanthology.org/2026.acl-long.2198/)**Yuandong Wang, Yao Cui, Yuxin Zhao et al. · Long Papers
1648. **[Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models ↗](https://aclanthology.org/2026.acl-long.582/)**Dadi Guo, Jiayu Liu, Zhiyuan Fan et al. · Long Papers
1649. **[MauBERT: Universal Phonetic Inductive Biases for Few-Shot Acoustic Units Discovery ↗](https://aclanthology.org/2026.acl-long.24/)**Angelo Ortiz Tandazo, Manel Khentout, Youssef Benchekroun et al. · Long Papers · 🏆 Outstanding Paper
1650. **[MavenCoder: Competitive Code Generation via Model Adaptive Planning Strategies and Multi-Perspective Verification Enhancement ↗](https://aclanthology.org/2026.acl-long.1403/)**ZhenChun Xu, Yi Cai, Dajun Zheng et al. · Long Papers
1651. **[Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning ↗](https://aclanthology.org/2026.acl-long.893/)**Naixin Zhai, Pengyang Shao, Binbin Zheng et al. · Long Papers · 🏆 Outstanding Paper
1652. **[Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding ↗](https://aclanthology.org/2026.acl-long.960/)**Wenkai Wang, Xiyun Li, Hongcan Guo et al. · Long Papers
1653. **[Measuring Distribution Shift in User Prompts and Its Effects on LLM Performance ↗](https://aclanthology.org/2026.acl-long.1508/)**Parker Seegmiller, Sarah Masud Preum · Long Papers
1654. **[Measuring Social Bias in Vision-Language Models with Face-Only Counterfactuals from Real Photos ↗](https://aclanthology.org/2026.acl-long.1857/)**Haodong Chen, Qiang Huang, Jiaqi Zhao et al. · Long Papers
1655. **[Measuring User's Mental Models of Speech Translation in Human-AI Collaboration ↗](https://aclanthology.org/2026.acl-long.1947/)**HyoJung Han, Nishant Balepur, Jordan Lee Boyd-Graber et al. · Long Papers
1656. **[Measuring What Matters!! Assessing Therapeutic Principles in Mental-Health Conversation ↗](https://aclanthology.org/2026.acl-long.731/)**Abdullah Mazhar, Het Riteshkumar Shah, Aseem Srivastava et al. · Long Papers
1657. **[Measuring and Mitigating Racial Bias in Embedding Models: A Comparative Study for Law Enforcement Retrieval ↗](https://aclanthology.org/2026.acl-industry.144/)**Archan Dutta · Industry Track
1658. **[Measuring and Mitigating Shortcut Reliance in Language Models with Probe-Based Representation Entanglement ↗](https://aclanthology.org/2026.acl-srw.59/)**Divyajot Singh · Student Research Workshop
1659. **[Mechanistic Analysis Of Universality: Numerical Comparison Circuits Across Transformer Architectures ↗](https://aclanthology.org/2026.acl-srw.84/)**Arya Bhardia, Julian Ramirez, Siddhanta Verma et al. · Student Research Workshop
1660. **[Mechanistic Interpretability Should Prioritize Feature Consistency in Sparse Autoencoders ↗](https://aclanthology.org/2026.acl-long.99/)**Xiangchen Song, Aashiq Muhamed, Yujia Zheng et al. · Long Papers
1661. **[MedEinst: Benchmarking the Einstellung Effect in Medical LLMs through Counterfactual Differential Diagnosis ↗](https://aclanthology.org/2026.acl-long.1847/)**Wenting Chen, Guolin Huang, Wenxuan Wang et al. · Long Papers
1662. **[MedForge: Interpretable Medical Deepfake Detection via Forgery-aware Reasoning ↗](https://aclanthology.org/2026.acl-long.1177/)**Zhihui Chen, Kai He, Qingyuan Lei et al. · Long Papers
1663. **[MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration ↗](https://aclanthology.org/2026.acl-long.221/)**Yakun Zhu, Yutong Huang, Shengqian Qin et al. · Long Papers
1664. **[MedVerse: Efficient and Reliable Medical Reasoning via DAG-Structured Parallel Execution ↗](https://aclanthology.org/2026.acl-long.699/)**Jianwen Chen, Xinyu Yang, Peng Xia et al. · Long Papers
1665. **[MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs ↗](https://aclanthology.org/2026.acl-long.734/)**Zhan Qu, Michael Färber · Long Papers · 🏆 Outstanding Paper
1666. **[Media-to-Insights: A Multi-Agent AI System for Continuous Media Monitoring, Analysis, and Reporting ↗](https://aclanthology.org/2026.acl-demo.44/)**Ashraf Hatim Elneima, Ozan Yilmaz, Hadi Nasrallah et al. · System Demonstrations
1667. **[Mediocrity is the key for LLM as a Judge Anchor Selection ↗](https://aclanthology.org/2026.acl-long.706/)**Shachar Don-Yehiya, Asaf Yehudai, Leshem Choshen et al. · Long Papers
1668. **[MeepleLM: A Virtual Playtester Simulating Diverse Subjective Experiences ↗](https://aclanthology.org/2026.acl-long.850/)**Zizhen Li, Chuanhao Li, Yibin Wang et al. · Long Papers
1669. **[Mem$^2$Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation ↗](https://aclanthology.org/2026.acl-long.952/)**Zihao Cheng, Zeming Liu, Yingyu Shan et al. · Long Papers
1670. **[MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense Rewards ↗](https://aclanthology.org/2026.acl-long.1284/)**Zhiyu Shen, Ziming Wu, Fuming Lai et al. · Long Papers
1671. **[MemCoRL: Alternating Co-Optimization of Memory Retrieval and Utilization via Collaborative Reinforcement Learning ↗](https://aclanthology.org/2026.acl-long.1804/)**Yuewen Liu, Peng Xu, Muxi Diao et al. · Long Papers
1672. **[MemRec: Collaborative Memory-Augmented Agentic Recommender System ↗](https://aclanthology.org/2026.acl-long.2061/)**Weixin Chen, Yuhan Zhao, Jingyuan Huang et al. · Long Papers
1673. **[MemoPhishAgent: Memory-Augmented Multi-Modal LLM Agent for Phishing URL Detection ↗](https://aclanthology.org/2026.acl-industry.84/)**Xuan Chen, Hao Liu, Tao Yuan et al. · Industry Track
1674. **[Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs ↗](https://aclanthology.org/2026.acl-long.1688/)**Yihua Zhu, Qianying Liu, Jiaxin Wang et al. · Long Papers
1675. **[Memory efficiency and resource-rational encoding in sentence processing ↗](https://aclanthology.org/2026.acl-long.1550/)**Weijie Xu, Brian Dillon, Richard Futrell · Long Papers · 🏆 Best Paper
1676. **[Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data ↗](https://aclanthology.org/2026.acl-long.503/)**FengXian Dong, Zhi Zheng, Xiao Han et al. · Long Papers
1677. **[Memory-Efficient Structured Backpropagation for On-Device LLM Fine-Tuning ↗](https://aclanthology.org/2026.acl-industry.62/)**JuneYoung Park, Yuri Hong, Seongwan Kim et al. · Industry Track
1678. **[MentalSeek-Dx: Towards Progressive Hypothetico-Deductive Reasoning for Real-world Psychiatric Diagnosis ↗](https://aclanthology.org/2026.acl-long.1225/)**Xiao Sun, Ymyang, Xinyi Jiang et al. · Long Papers
1679. **[Merging Triggers, Breaking Backdoors: Defensive Poisoning for Instruction-Tuned Language Models ↗](https://aclanthology.org/2026.acl-long.1113/)**San Kim, Gary Lee · Long Papers
1680. **[Merlin's Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting ↗](https://aclanthology.org/2026.acl-long.917/)**Heming Xia, Cunxiao Du, Rui Li et al. · Long Papers
1681. **[MessToClean: Evidence-Grounded Structure-Preserving Reconstruction for Real-World Degraded Exam Paper Images ↗](https://aclanthology.org/2026.acl-long.1871/)**Jiayi Tuo, Cheng Tang, Zihan Wang et al. · Long Papers
1682. **[MetFuse: Figurative Fusion between Metonymy and Metaphor ↗](https://aclanthology.org/2026.acl-long.700/)**Saptarshi Ghosh, Tianyu Jiang · Long Papers
1683. **[MetaBench: A Multi-task Benchmark for Assessing LLMs in Metabolomics ↗](https://aclanthology.org/2026.acl-long.1506/)**Yuxing Lu, Xukai Zhao, J. Ben Tamo et al. · Long Papers
1684. **[Metaphor Reasoning is Meta-reasoning ↗](https://aclanthology.org/2026.acl-long.314/)**Qianyu He, Junting Lu, Yikai Zhang et al. · Long Papers
1685. **[MicroC-KT: Modeling Community Effect via Learning Micro-Environment for Evidence-Grounded Explainable Knowledge Tracing ↗](https://aclanthology.org/2026.acl-long.1182/)**Zhiyi Duan, Zixing Shi, Bing Jia et al. · Long Papers
1686. **[Min-$k$ Sampling: Decoupling Truncation from Temperature Scaling via Relative Logit Dynamics ↗](https://aclanthology.org/2026.acl-long.681/)**Yuanhao Ding, Meimingwei Li, Esteban Garces Arias et al. · Long Papers
1687. **[Mind Reader: Latent User Demand-Guided Content Optimization for Generative Search Engine ↗](https://aclanthology.org/2026.acl-long.1894/)**Tong Chen, JiaWei Guo, Yuxi Li et al. · Long Papers
1688. **[Mind the (DH) Gap! A Contrast in Risky Choices Between Reasoning and Conversational LLMs ↗](https://aclanthology.org/2026.acl-long.479/)**Luise Ge, Yongyan Zhang, Yevgeniy Vorobeychik · Long Papers · 🏆 Outstanding Paper
1689. **[Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models ↗](https://aclanthology.org/2026.acl-long.766/)**Binchi Zhang, Xujiang Zhao, Jundong Li et al. · Long Papers
1690. **[Mind the Gap: Multilingual Divide in LLM Bias Detection and Reasoning ↗](https://aclanthology.org/2026.acl-srw.117/)**Medha Hira, Prachi Goyal, Raj Maheshwari et al. · Student Research Workshop
1691. **[Mind the Pause: Disfluency-Aware Objective Tuning for Multilingual Speech Correction with LLMs ↗](https://aclanthology.org/2026.acl-long.2137/)**Deepak Kumar, Baban Gain, Asif Ekbal · Long Papers
1692. **[Mind's Eye: A Benchmark of Visual Abstraction, Transformation and Composition for Multimodal LLMs ↗](https://aclanthology.org/2026.acl-long.2124/)**Rohit Sinha, Aditya Sanjiv Kanade, Sai Srinivas Kancheti et al. · Long Papers
1693. **[Miner: Mining Intrinsic Mastery for Data-Efficient RL in Large Reasoning Models ↗](https://aclanthology.org/2026.acl-long.237/)**Shuyang Jiang, Yuhao Wang, Ya Zhang et al. · Long Papers
1694. **[Minimal Free Resolution Guided Adaptive Tree Reasoning ↗](https://aclanthology.org/2026.acl-long.2158/)**Dezhao Tang, Meihan Liu, Yulai Tong et al. · Long Papers
1695. **[MirageBackdoor: A Stealthy Attack that Induces Think-Well-Answer-Wrong Reasoning ↗](https://aclanthology.org/2026.acl-long.390/)**Yizhe Zeng, Wei Zhang, Yunpeng Li et al. · Long Papers
1696. **[MirrorCAPTCHA: Wild CAPTCHA, Wild Distribution, Wild Web-based Platform Meet Multimodal LLM Agents ↗](https://aclanthology.org/2026.acl-long.1431/)**Xiangyu Wu, Yuwei Hu, Tianyu Cui et al. · Long Papers
1697. **[MirrorQA: Benchmarking Multimodal LLMs on Mirror-Orientation Reasoning ↗](https://aclanthology.org/2026.acl-long.1879/)**Jingping Liu, Xingchen Peng, Yan Zhou et al. · Long Papers
1698. **[Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation ↗](https://aclanthology.org/2026.acl-long.273/)**Tianjun Wei, Huizhong Guo, Yingpeng Du et al. · Long Papers
1699. **[Mitigating Action-Relation Hallucinations in LVLMs via Relation-aware Visual Enhancement ↗](https://aclanthology.org/2026.acl-long.1142/)**Zhenxin Qin, Qiang Li, Qingzhuo Wang et al. · Long Papers
1700. **[Mitigating Context Interference for Reliable and Efficient Search Agents ↗](https://aclanthology.org/2026.acl-long.160/)**Boyang Xue, Bin Wu, Shuofei Qiao et al. · Long Papers

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