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title: "ACL 2026 — all accepted papers, page 4 — the most cited first"
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# ACL 2026: all accepted papers

2,650 papers · page 4 of 27 · the most cited first · [← ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/)

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301. **[Seeing the Whole Elephant: A Benchmark for Failure Attribution in LLM-based Multi-Agent Systems ↗](https://aclanthology.org/2026.acl-long.912/)**Mengzhuo Chen, Junjie Wang, Fangwen Mu et al. · Long Papers*1 citation*
302. **[Selective Contrastive Learning For Gloss Free Sign Language Translation ↗](https://aclanthology.org/2026.acl-long.2116/)**Chang Hao Lai, Rui Zhao, Xuewen Zhong et al. · Long Papers*1 citation*
303. **[Selective Knowledge Distillation: Fusing LLM Semantic Strengths with DNN Efficiency for Binary Code Similarity Detection ↗](https://aclanthology.org/2026.acl-long.1193/)**Shize Zhou, Peiyu Liu, Lirong Fu et al. · Long Papers*1 citation*
304. **[SharVeT: Similarity-aware Parameter Sharing with Vector-based Tuning for Efficient LLM Compression ↗](https://aclanthology.org/2026.acl-long.2213/)**Jeongin Yun, Jaeri Lee, Jongjin Kim et al. · Long Papers*1 citation*
305. **[Simulated Students in Tutoring Dialogues: Substance or Illusion? ↗](https://aclanthology.org/2026.acl-long.1960/)**Alexander Scarlatos, Jaewook Lee, Simon Woodhead et al. · Long Papers*1 citation*
306. **[Social Dynamics as Critical Vulnerabilities that Undermine Objective Decision-Making in LLM Collectives ↗](https://aclanthology.org/2026.acl-long.1756/)**Changgeon Ko, Jisu Shin, Hoyun Song et al. · Long Papers*1 citation*
307. **[Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier ↗](https://aclanthology.org/2026.acl-long.2190/)**Jianyuan Zhong, Zeju Li, Zhijian Xu et al. · Long Papers*1 citation*
308. **[SpecMind: Cognitively Inspired, Interactive Multi-Turn Framework for Postcondition Inference ↗](https://aclanthology.org/2026.acl-long.1687/)**Cuong Chi Le, Minh V.T. Pham, Tung Duy Vu et al. · Long Papers*1 citation*
309. **[SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation ↗](https://aclanthology.org/2026.acl-long.1428/)**Sirry Chen, Jieyi Wang, Wei Chen et al. · Long Papers*1 citation*
310. **[Stable Signer: Hierarchical Sign Language Generative Model ↗](https://aclanthology.org/2026.acl-long.659/)**Sen Fang, Yalin Feng, Hongbin Zhong et al. · Long Papers*1 citation*
311. **[Stable-RAG: Mitigating Retrieval-Permutation-Induced Hallucinations in Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.acl-long.1188/)**Qianchi Zhang, Hainan Zhang, Liang Pang et al. · Long Papers*1 citation*
312. **[Standard-to-Dialect Transfer Trends Differ across Text and Speech: A Case Study on Intent and Topic Classification in German Dialects ↗](https://aclanthology.org/2026.acl-long.309/)**Verena Blaschke, Miriam Winkler, Barbara Plank · Long Papers*1 citation*
313. **[Sycophants in the Courtroom: Are LLMs Fragile to Juridical Authority and Evolving Legal Standards? ↗](https://aclanthology.org/2026.acl-long.497/)**Lorenzo Molfetta, Alessio Cocchieri, Luca Ragazzi et al. · Long Papers*1 citation*
314. **[Synthia: Scalable Grounded Persona Generation from Social Media Data ↗](https://aclanthology.org/2026.acl-long.2134/)**Vahid Rahimzadeh, Erfan Moosavi Monazzah, Mohammad Taher Pilehvar et al. · Long Papers*1 citation*
315. **[TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval ↗](https://aclanthology.org/2026.acl-long.1121/)**Zixu Li, Yupeng Hu, Zhiheng Fu et al. · Long Papers*1 citation*
316. **[TLoRA: Task-aware Low Rank Adaptation of Large Language Models ↗](https://aclanthology.org/2026.acl-long.1348/)**Weicheng Lin, Yi Zhang, Jiawei Dang et al. · Long Papers*1 citation*
317. **[TOWER+: Bridging Generality and Translation Specialization in Multilingual LLMs ↗](https://aclanthology.org/2026.acl-long.1366/)**Ricardo Rei, Nuno M Guerreiro, José Pombal et al. · Long Papers*1 citation*
318. **[Taming System Complexity: Demystifying Software Engineering Agents in Diagnosing Linux Kernel Faults ↗](https://aclanthology.org/2026.acl-long.862/)**Zhenhao Zhou, Zhuochen Huang, Yike He et al. · Long Papers*1 citation*
319. **[TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models ↗](https://aclanthology.org/2026.acl-long.106/)**Yuxuan Gu, Wuyang Zhou, Giorgos Iacovides et al. · Long Papers*1 citation*
320. **[Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning ↗](https://aclanthology.org/2026.acl-long.1184/)**Zhaoyan Gong, Zhiqiang Liu, Songze Li et al. · Long Papers*1 citation*
321. **[Template-assisted Contrastive Learning of Task-oriented Dialogue Sentence Embeddings ↗](https://aclanthology.org/2026.acl-long.1015/)**Minsik Oh, Jiwei Li, Guoyin Wang · Long Papers*1 citation*
322. **[Test of Time: Rethinking Temporal Signal of Benchmark Contamination ↗](https://aclanthology.org/2026.acl-long.1693/)**Terry Jingchen Zhang, Gopal Dev, Ning Wang et al. · Long Papers*1 citation*
323. **[The Evolution of Thought: Tracking LLM Overthinking via Reasoning Dynamics Analysis ↗](https://aclanthology.org/2026.acl-long.1239/)**Zihao Wei, Liang Pang, Jiahao Liu et al. · Long Papers*1 citation*
324. **[The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models ↗](https://aclanthology.org/2026.acl-long.977/)**Yilun Liu, Chunguang Zhao, Mengyao Piao et al. · Long Papers*1 citation*
325. **[The olmOCR Project: Building Fully Open OCR using VLMs ↗](https://aclanthology.org/2026.acl-demo.62/)**Jake Poznanski, Kyle Lo, Luca Soldaini · System Demonstrations · 🏆 Best Demonstration Paper*1 citation*
326. **[Think before Go: Hierarchical Reasoning for Image-goal Navigation ↗](https://aclanthology.org/2026.acl-long.1352/)**Pengna Li, Kangyi Wu, Shaoqing Xu et al. · Long Papers*1 citation*
327. **[ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution ↗](https://aclanthology.org/2026.acl-long.1736/)**Shouzheng Huang, Meishan Zhang, Baotian Hu et al. · Long Papers*1 citation*
328. **[ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling ↗](https://aclanthology.org/2026.acl-long.855/)**Jianghao Lin, Yuanyuan Shi, Xin Peng et al. · Long Papers*1 citation*
329. **[Towards Faithful Industrial RAG: A Reinforced Co-adaptation Framework for Advertising QA ↗](https://aclanthology.org/2026.acl-industry.42/)**Wenwei Li, Ming Xu, Tianle Xia et al. · Industry Track*1 citation*
330. **[Trajectory Signatures of Deception in Large Language Models ↗](https://aclanthology.org/2026.acl-long.1582/)**Viraaji Mothukuri, Reza M. Parizi · Long Papers*1 citation*
331. **[TrendPulse: A Simple yet Efficient Framework for Capturing Viral E-Commerce Spikes via LLM-Driven Contextualization ↗](https://aclanthology.org/2026.acl-industry.64/)**Arin Jain, Devashish Gupta, Bhavuk Singhal et al. · Industry Track*1 citation*
332. **[USB: A COMPREHENSIVE AND UNIFIED SAFETY EVALUATION BENCHMARK FOR MULTIMODAL LARGE LANGUAGE MODELS ↗](https://aclanthology.org/2026.acl-long.970/)**Baolin Zheng, Guanlin Chen, Qingyang Teng et al. · Long Papers*1 citation*
333. **[Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities ↗](https://aclanthology.org/2026.acl-long.738/)**Changdae Oh, Seongheon Park, To Eun Kim et al. · Long Papers*1 citation*
334. **[Uncovering Temporal Framing in the News ↗](https://aclanthology.org/2026.acl-long.222/)**Tarek Mahmoud, Veronika Solopova, Premtim Sahitaj et al. · Long Papers*1 citation*
335. **[Understanding Structured Financial Data with LLMs: A Case Study on Fraud Detection ↗](https://aclanthology.org/2026.acl-long.1071/)**Xuwei Tan, Yao Ma, Xueru Zhang · Long Papers*1 citation*
336. **[Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark ↗](https://aclanthology.org/2026.acl-long.40/)**Kai Zou, Ziqi Huang, Yuhao Dong et al. · Long Papers*1 citation*
337. **[Unleashing Low-Bit Inference on Ascend NPUs: A Comprehensive Evaluation of HiFloat Formats ↗](https://aclanthology.org/2026.acl-industry.57/)**Pengxiang Zhao, Hui-Ling Zhen, Xing Li et al. · Industry Track*1 citation*
338. **[Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention ↗](https://aclanthology.org/2026.acl-long.1568/)**Shuochen Chang, Tong Bai, Xiaofeng Zhang et al. · Long Papers*1 citation*
339. **[Utility-Oriented Visual Evidence Selection for Multimodal Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.acl-long.1620/)**Weiqing Luo, Zongye Hu, Xiao Wang et al. · Long Papers*1 citation*
340. **[VIGIL: Defending LLM Agents Against Tool-Stream Injection via Verify-Before-Commit ↗](https://aclanthology.org/2026.acl-long.443/)**Junda Lin, Zhaomeng Zhou, Zhi Zheng et al. · Long Papers*1 citation*
341. **[Visual Inception: Compromising Long-term Planning in Agentic Recommenders via Multimodal Memory Poisoning ↗](https://aclanthology.org/2026.acl-long.954/)**Jiachen Qian · Long Papers*1 citation*
342. **[When Benchmarks Leak: Inference-Time Decontamination for LLMs ↗](https://aclanthology.org/2026.acl-long.2071/)**Jianzhe Chai, YU Zhe, Jun Sakuma · Long Papers*1 citation*
343. **[When Bigger Isn't Better: A Comprehensive Fairness Evaluation of Political Bias in Multi-News Summarisation ↗](https://aclanthology.org/2026.acl-long.894/)**Nannan Huang, Iffat Maab, Junichi Yamagishi · Long Papers*1 citation*
344. **[When One LLM Drools, Multi-LLM Collaboration Rules ↗](https://aclanthology.org/2026.acl-long.775/)**Shangbin Feng, Wenxuan Ding, Alisa Liu et al. · Long Papers*1 citation*
345. **[When Vision-Language Models Judge Without Seeing: Exposing Informativeness Bias ↗](https://aclanthology.org/2026.acl-long.703/)**Xiaohan Zou, Roshan Sridhar, Mohammadtaher Safarzadeh et al. · Long Papers*1 citation*
346. **[Why Do LLM-based Web Agents Fail? A Hierarchical Planning Perspective ↗](https://aclanthology.org/2026.acl-long.1483/)**Mohamed Aghzal, Gregory J. Stein, Ziyu Yao · Long Papers*1 citation*
347. **[WildFeedback: Aligning LLMs With In-situ User Interactions And Feedback ↗](https://aclanthology.org/2026.acl-long.1701/)**Taiwei Shi, Zhuoer Wang, Longqi Yang et al. · Long Papers*1 citation*
348. **[ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents ↗](https://aclanthology.org/2026.acl-long.684/)**Zechen Li, Baiyu Chen, Hao Xue et al. · Long Papers*1 citation*
349. **[Zero-Shot Multimodal Retrieval with Multi-Scale Contextual Representations ↗](https://aclanthology.org/2026.acl-long.930/)**Sourajit Saha, Tejas Gokhale · Long Papers*1 citation*
350. **[$NavA^3$: Understanding Any Instruction, Navigating Anywhere, Finding Anything ↗](https://aclanthology.org/2026.acl-long.37/)**Lingfeng Zhang, Xiaoshuai Hao, Yingbo Tang et al. · Long Papers
351. **[$R^3$: End-to-End Reasoning-based Planning for Multi-step Retrosynthesis via Reinforcement Learning ↗](https://aclanthology.org/2026.acl-long.1745/)**YiFei Wang, Qizhi Pei, Jiangtao Feng et al. · Long Papers
352. **[$\mathcalR^3$: Advertisement Compliance $\mathcalR$ectification via Group-$\mathcalR$elative Experience Extractor and Curriculum $\mathcalR$einforcement ↗](https://aclanthology.org/2026.acl-industry.24/)**Yuan Chen, Zhenyu Hu, Mengge Xue et al. · Industry Track
353. **[A BERTology View of LLM Orchestrations: Token- and Layer-Selective Probes for Efficient Single-Pass Classification ↗](https://aclanthology.org/2026.acl-long.1955/)**Gonzalo Ariel Meyoyan, Luciano Del Corro · Long Papers
354. **[A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and Usage ↗](https://aclanthology.org/2026.acl-long.163/)**Congmin Zheng, Jiachen Zhu, Zhuoying Ou et al. · Long Papers
355. **[A Data-Centric Approach to Generalizable Speech Deepfake Detection ↗](https://aclanthology.org/2026.acl-long.796/)**Wen Huang, Yuchen Mao, Yanmin Qian · Long Papers
356. **[A Data-Efficient Path to Multilingual LLMs: Language Expansion via Post-training PARAM$\Delta$ Integration into Upcycled MoE ↗](https://aclanthology.org/2026.acl-long.1238/)**Hao Zhou, Tianhao Li, Zhijun Wang et al. · Long Papers
357. **[A Dual-Task Paradigm to Investigate Sentence Comprehension Strategies in Language Models ↗](https://aclanthology.org/2026.acl-long.552/)**Rei Emura, Saku Sugawara · Long Papers
358. **[A Dynamic Self-Evolving Extraction System ↗](https://aclanthology.org/2026.acl-demo.69/)**Moin Aminnaseri, Hannah Kim, Estevam Hruschka · System Demonstrations
359. **[A Functionality-Grounded Benchmark for Evaluating Web Agents in E-commerce Domains ↗](https://aclanthology.org/2026.acl-long.68/)**Xianren Zhang, Shreyas Prasad, Di Wang et al. · Long Papers
360. **[A Game-Theoretic Negotiation Framework for Cross-Cultural Consensus ↗](https://aclanthology.org/2026.acl-long.49/)**Guoxi Zhang, Jiawei Chen, Tianzhuo Yang et al. · Long Papers
361. **[A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Tasks ↗](https://aclanthology.org/2026.acl-long.597/)**Shuzheng Si, Haozhe Zhao, Kangyang Luo et al. · Long Papers
362. **[A Layer-wise Analysis of Supervised Fine-Tuning ↗](https://aclanthology.org/2026.acl-long.453/)**Qinghua Zhao, Xueling Gong, Xinyu Chen et al. · Long Papers
363. **[A Lightweight Explainable Guardrail for Prompt Safety ↗](https://aclanthology.org/2026.acl-long.2017/)**Md Asiful Islam, Mihai Surdeanu · Long Papers
364. **[A Linguistics-Aware LLM Watermarking via Syntactic Predictability ↗](https://aclanthology.org/2026.acl-long.2115/)**Shinwoo Park, Hyejin Park, Hyeseon An et al. · Long Papers
365. **[A Mechanistic Account of Attention Sinks in GPT-2: One Circuit, Broader Implications for Mitigation ↗](https://aclanthology.org/2026.acl-short.9/)**Yuval Ran-Milo, Hila Ofek, Shahar Mendel · Short Papers
366. **[A Model of the Language Process ↗](https://aclanthology.org/2026.acl-long.590/)**Brandon Duderstadt, Hayden Helm · Long Papers
367. **[A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation ↗](https://aclanthology.org/2026.acl-long.1267/)**Seonjeong Hwang, Jun Seo, Hyounghun Kim et al. · Long Papers
368. **[A Multi-Agent Framework for High-Interaction Terminal Simulation ↗](https://aclanthology.org/2026.acl-long.1515/)**Kai Wei, Yuwen Cui, Kehan Shen et al. · Long Papers
369. **[A Multilingual Social Bias Benchmark Incorporating Thinking Processes ↗](https://aclanthology.org/2026.acl-long.2204/)**Masahiro Kaneko, Danushka Bollegala, Timothy Baldwin · Long Papers
370. **[A Multistage Extraction Pipeline for Long Scanned Financial Documents: An Empirical Study in Industrial KYC Workflows ↗](https://aclanthology.org/2026.acl-industry.99/)**Han Yuxuan, Yuanxing Zhang, Yushuo Wang et al. · Industry Track
371. **[A Novel Matching Paradigm: Unified Generative and Discriminative LLM with Prompt Compression for Relevance Learning ↗](https://aclanthology.org/2026.acl-industry.122/)**Guoliang Zhao, Zixin Cui, Chao Ye et al. · Industry Track
372. **[A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement ↗](https://aclanthology.org/2026.acl-long.578/)**Shengji Tang, Jianjian Cao, Weihao Lin et al. · Long Papers
373. **[A Shared Geometry of Difficulty in Multilingual Language Models ↗](https://aclanthology.org/2026.acl-short.66/)**Stefano Civelli, Pietro Bernardelle, Nicolò Brunello et al. · Short Papers
374. **[A Structured Clustering Approach for Inducing Media Narratives ↗](https://aclanthology.org/2026.acl-long.1970/)**Rohan Das, Advait Deshmukh, Alexandria Leto et al. · Long Papers
375. **[A Survey of Deep Learning for Geometry Problem Solving ↗](https://aclanthology.org/2026.acl-long.1829/)**Jianzhe Ma, Wenxuan Wang, Qin Jin · Long Papers
376. **[A Survey of Large Language Model-Based Search Agents ↗](https://aclanthology.org/2026.acl-long.374/)**Yunjia Xi, Jianghao Lin, Yongzhao Xiao et al. · Long Papers
377. **[A Survey of Large Language Models for Text-Guided Molecular Discovery: From Molecule Generation to Optimization ↗](https://aclanthology.org/2026.acl-long.2026/)**Ziqing Wang, Kexin Zhang, Zihan Zhao et al. · Long Papers
378. **[A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning ↗](https://aclanthology.org/2026.acl-long.1961/)**Tianyu Yang, Sihong Wu, Yilun Zhao et al. · Long Papers
379. **[A Survey of Reasoning-Intensive Retrieval: Progress and Challenges ↗](https://aclanthology.org/2026.acl-long.1949/)**Yiyang Wei, Tingyu Song, Siyue Zhang et al. · Long Papers
380. **[A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions ↗](https://aclanthology.org/2026.acl-long.1045/)**Zhiyin Yu, Yuchen Mou, Juncheng Yan et al. · Long Papers
381. **[A System for Dynamically Tracking Content Moderation on Reddit ↗](https://aclanthology.org/2026.acl-demo.42/)**George Arthur Baker, Bharadwaj Kadiyala · System Demonstrations
382. **[A Theoretically Grounded Approach to Summarizing Conversation Dynamics for Forecasting the Derailment of Online Conversations ↗](https://aclanthology.org/2026.acl-long.243/)**Yingxue Fu, Anaïs Ollagnier · Long Papers
383. **[A Unified Framework for Modeling Heterogeneous Financial Data via Dual-Granularity Prompting ↗](https://aclanthology.org/2026.acl-industry.43/)**Yu Lei, Zixuan Wang, Yiqing Feng et al. · Industry Track
384. **[A11y-Compressor: A Framework for Enhancing the Efficiency of GUI Agent Observations through Visual Context Reconstruction and Redundancy Reduction ↗](https://aclanthology.org/2026.acl-srw.50/)**Michito Takeshita, Takuro Kawada, Takumi Ohashi et al. · Student Research Workshop
385. **[AAPO: Enhancing the Reasoning Capabilities of LLMs with Advantage Margin ↗](https://aclanthology.org/2026.acl-long.1131/)**Jian Xiong, Jingbo Zhou, Jingyong Ye et al. · Long Papers
386. **[ACBQ: Adaptive Cross-Block Quantization of Large Language Models ↗](https://aclanthology.org/2026.acl-long.1971/)**Hailing Wang, Jianglin Lu, Yitian Zhang et al. · Long Papers
387. **[ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web ↗](https://aclanthology.org/2026.acl-long.281/)**Zhiyuan Yao, Zishan Xu, Yifu Guo et al. · Long Papers
388. **[ACIArena: Toward Unified Evaluation for Agent Cascading Injection ↗](https://aclanthology.org/2026.acl-long.457/)**Hengyu An, Minxi Li, Jinghuai Zhang et al. · Long Papers
389. **[ACL 2026 Industry Track: Overview ↗](https://aclanthology.org/2026.acl-industry.1/)**Yunyao Li, Georg Rehm, Mei Tu · Industry Track
390. **[ACRM: Multi-Agent Trajectory Learning for Automated Credit Risk Model Refreshing in Production ↗](https://aclanthology.org/2026.acl-industry.65/)**Liangzu Liu, Mengzhe Ruan, Xiaotian Chen et al. · Industry Track
391. **[ADAPT: Benchmarking Commonsense Planning under Unspecified Affordance Constraints ↗](https://aclanthology.org/2026.acl-long.1109/)**Pei-An Chen, Yongching Liang, Jia-Fong Yeh et al. · Long Papers
392. **[ADVICE: Answer-Dependent Verbalized Confidence Estimation ↗](https://aclanthology.org/2026.acl-long.1098/)**KiJung Seo, Sehun Lim, Taeuk Kim · Long Papers
393. **[AEA: Adaptive Expert Allocation Improves Sentence Embeddings from Mixture-of-Experts LLM ↗](https://aclanthology.org/2026.acl-long.1331/)**Shufan Yang, Zifeng Cheng, Zhiwei Jiang et al. · Long Papers
394. **[AEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images ↗](https://aclanthology.org/2026.acl-long.976/)**Bo Zhang, Tzu-Yen Ma, Zichen Tang et al. · Long Papers
395. **[AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns ↗](https://aclanthology.org/2026.acl-long.209/)**Yuhao Zhang, Liang Yan, Shaoming Duan et al. · Long Papers
396. **[AG-GRPO: Answer-Guided GRPO for Masked Diffusion Language Models ↗](https://aclanthology.org/2026.acl-long.1724/)**Juhyeong Kim, Gyunyeop Kim, Sangwoo Kang · Long Papers
397. **[AGSC: Adaptive Granularity and Semantic Clustering for Uncertainty Quantification in Long-text Generation ↗](https://aclanthology.org/2026.acl-long.434/)**Guanran Luo, Wentao Qiu, Wanru Zhao et al. · Long Papers
398. **[AI Steerability 360: A Toolkit for Steering Large Language Models ↗](https://aclanthology.org/2026.acl-demo.43/)**Erik Miehling, Karthikeyan Natesan Ramamurthy, Praveen Venkateswaran et al. · System Demonstrations
399. **[AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online Hospital ↗](https://aclanthology.org/2026.acl-industry.48/)**Lianxin Sun, Xiaoying Ying, Guangya Yu et al. · Industry Track
400. **[AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning ↗](https://aclanthology.org/2026.acl-long.1227/)**Xiping Li, Jianghong Ma · Long Papers

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