---
title: "ACL 2026 — all accepted papers, page 25 — the most cited first"
description: "All 2,650 papers of ACL 2026 · page 25 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 25 of 27 · the most cited first · [← ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/)

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2401. **[Thinking in Schemas: Robust Syllogistic Reasoning in LLMs ↗](https://aclanthology.org/2026.acl-long.1897/)**Federico Ranaldi, Leonardo Ranaldi, Fabio Massimo Zanzotto et al. · Long Papers
2402. **[Thinking with Reasoning Skills: Fewer Tokens, More Accuracy ↗](https://aclanthology.org/2026.acl-industry.154/)**Guangxiang Zhao, Qilong Shi, Xusen Xiao et al. · Industry Track
2403. **[Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reasoning Models via Reinforcement Learning ↗](https://aclanthology.org/2026.acl-long.2122/)**Siyuan Gan, Jiaheng Liu, Boyan Wang et al. · Long Papers
2404. **[ThreadSumm: Summarization of Nested Discourse Threads Using Tree of Thoughts ↗](https://aclanthology.org/2026.acl-long.1486/)**Olubusayo Olabisi, Ekata Mitra, Ameeta Agrawal · Long Papers
2405. **[Threshold Differential Attention for Sink-Free, Ultra-Sparse, and Non-Dispersive Language Modeling ↗](https://aclanthology.org/2026.acl-long.824/)**Xingyue Huang, Xueying Ding, Mingxuan Ju et al. · Long Papers
2406. **[Through the Looking Glass of Multilingual AI: Contrasting Language- and Name Script-Dependent Ethnic Hierarchies in GPT and DeepSeek ↗](https://aclanthology.org/2026.acl-srw.96/)**Annabella Sakunkoo, Jonathan Sakunkoo · Student Research Workshop
2407. **[Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding ↗](https://aclanthology.org/2026.acl-long.2059/)**Shunqi Mao, Chaoyi Zhang, Weidong Cai · Long Papers
2408. **[TiKMiX: Efficient Semi-Dynamic Data Mixture via Data Influence for LLM Pre-training ↗](https://aclanthology.org/2026.acl-long.261/)**Yifan Wang, Binbinliu, Fengze Liu et al. · Long Papers
2409. **[TimeSAF: Towards LLM-Guided Semantic Asynchronous Fusion for Time Series Forecasting ↗](https://aclanthology.org/2026.acl-long.1208/)**Fan Zhang, Shiming Fan, Hua Wang · Long Papers
2410. **[Timely Machine: Awareness of Time Makes Test-Time Scaling Agentic ↗](https://aclanthology.org/2026.acl-long.211/)**Yichuan Ma, Linyang Li, Yongkang Chen et al. · Long Papers
2411. **[TingIS: Real-time Risk Event Discovery from Noisy Customer Incidents at Enterprise Scale ↗](https://aclanthology.org/2026.acl-industry.147/)**Jun Wang, Ziyin Zhang, Rui Wang et al. · Industry Track
2412. **[Tiny Scales, Great Challenges: The Limits of Multimodal LLMs in Scale Recognition ↗](https://aclanthology.org/2026.acl-long.1887/)**Jihang Jin, Ronghao Chen, Hao Zhang et al. · Long Papers
2413. **[TinyJudge: Unverifiable Constraint Alignment via Lightweight Specialist Ensembles ↗](https://aclanthology.org/2026.acl-long.1204/)**Yirong Zeng, Yufei Liu, Xiao Ding et al. · Long Papers
2414. **[To Judge or Not to Judge: Can Large Language Models Leverage the Dispute Focus in Legal Judgment? ↗](https://aclanthology.org/2026.acl-long.1410/)**Luoming Hu, Liang Yang, Jingjie Zeng et al. · Long Papers
2415. **[To Lie or Not to Lie? Investigating The Biased Spread of Global Lies by LLMs ↗](https://aclanthology.org/2026.acl-long.695/)**Zohaib Khan, Mustafa Dogan, Ifeoma Okoh et al. · Long Papers
2416. **[To Think or Not to Think: The Hidden Cost of Meta-Training with Excessive CoT Examples ↗](https://aclanthology.org/2026.acl-long.711/)**Vignesh Kothapalli, Ata Fatahibaarzi, Hamed Firooz et al. · Long Papers
2417. **[ToMMeR - Efficient Entity Mention Detection from Large Language Models ↗](https://aclanthology.org/2026.acl-long.1268/)**Victor Morand, Nadi Tomeh, Josiane Mothe et al. · Long Papers
2418. **[TokCollate: A Comprehensive Tool for Tokenizer Evaluation and Visualization across Languages ↗](https://aclanthology.org/2026.acl-demo.41/)**Dušan Variš, Abishek Stephen, Jindřich Libovický · System Demonstrations
2419. **[TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar ↗](https://aclanthology.org/2026.acl-long.2199/)**Yinxi Li, Yuntian Deng, Pengyu Nie · Long Papers
2420. **[TokLens: A Multilingual Lens on Tokenizer Quality for LLMs ↗](https://aclanthology.org/2026.acl-srw.18/)**Guan-Ming Chiu · Student Research Workshop
2421. **[Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via sequence-level likelihood ↗](https://aclanthology.org/2026.acl-long.1488/)**Xingyu Lin, Yilin Wen, Du Su et al. · Long Papers
2422. **[TokenTiming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs ↗](https://aclanthology.org/2026.acl-long.1983/)**Sibo Xiao, Fu Jinyuan, Zhongle Xie et al. · Long Papers
2423. **[Tonal Salience in Cognitive Decline: In-Context MCI Detection with Multimodal LLMs ↗](https://aclanthology.org/2026.acl-srw.81/)**Christopher Song, Abdullah P. Rashed Ahmed · Student Research Workshop
2424. **[Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data ↗](https://aclanthology.org/2026.acl-short.19/)**Zhenwen Liang, Yujun Zhou, Sidi Lu et al. · Short Papers
2425. **[Too Long, Do Re-weighting for Efficient LLM Reasoning Compression ↗](https://aclanthology.org/2026.acl-long.1856/)**Zhong-Zhi Li, Xiao Liang, Zihao Tang et al. · Long Papers
2426. **[Too Nice to Tell the Truth: Quantifying Agreeableness-Driven Sycophancy in Role-Playing Language Models ↗](https://aclanthology.org/2026.acl-long.1421/)**Arya Shah, Deepali Mishra, Chaklam Silpasuwanchai · Long Papers
2427. **[Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement ↗](https://aclanthology.org/2026.acl-long.618/)**Qimin Zhong, Hao Liao, Haiming Qin et al. · Long Papers
2428. **[Toward Robust Evaluation for Multilingual Grammatical Error Correction: Can Large Language Models Replace Human References? ↗](https://aclanthology.org/2026.acl-long.2193/)**Alla Rozovskaya, Dan Roth · Long Papers
2429. **[Toward Robust In-Context Learning: Leveraging Out-of-distribution Proxies for Target Inaccessible Demonstration Retrieval ↗](https://aclanthology.org/2026.acl-long.941/)**Hao Xu, Rite Bo, Fausto Giunchiglia et al. · Long Papers
2430. **[Toward Scalable Verifiable Reward: Proxy State-Based Evaluation for Multi-turn Tool-Calling LLM Agents ↗](https://aclanthology.org/2026.acl-industry.87/)**Yun-Shiuan Chuang, Chaitanya Kulkarni, Alec M. Chiu et al. · Industry Track
2431. **[Toward Secure Tuning: Mitigating Security Risks from Instruction Fine-Tuning ↗](https://aclanthology.org/2026.acl-long.115/)**Yanrui Du, Fenglei Fan, Sendong Zhao et al. · Long Papers
2432. **[Towards A Scanpath-Conditioned Surprisal Theory: Modeling Reader Information States ↗](https://aclanthology.org/2026.acl-long.1919/)**Michael Mooney, Edmond S. L. Ho · Long Papers
2433. **[Towards Effective and Efficient Multi-Agent Language Model Systems: Foundations, Prospects, and Applications ↗](https://aclanthology.org/2026.acl-tutorials.3/)**Xuan Wang, Shuxiang Cao, Yuchen Zhuang et al. · Tutorial Abstracts
2434. **[Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising ↗](https://aclanthology.org/2026.acl-long.819/)**Fan Li, Yu Gu, Zhigang Wang et al. · Long Papers
2435. **[Towards Explainable Diagnosis: A Self-learned Explanatory Knowledge Base Approach ↗](https://aclanthology.org/2026.acl-long.1700/)**Dongqi Huang, Tong Zhou, Zhuoran Jin et al. · Long Papers
2436. **[Towards Fast and Accurate Modeling for Cross-Lingual Label Projection ↗](https://aclanthology.org/2026.acl-long.1817/)**Thang Le, Huy Huu Nguyen, Anh Tuan Luu et al. · Long Papers
2437. **[Towards Fine-Grained and Multi-Granular Contrastive Language-Speech Pre-training ↗](https://aclanthology.org/2026.acl-long.194/)**Yifan Yang, Bing Han, Hui Wang et al. · Long Papers
2438. **[Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion ↗](https://aclanthology.org/2026.acl-long.1285/)**Shunian Chen, Xinyuan Xie, Zheshu Chen et al. · Long Papers
2439. **[Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph ↗](https://aclanthology.org/2026.acl-long.1396/)**Lirong Gao, Zewei Yu, Zhongrui Yin et al. · Long Papers
2440. **[Towards Intrinsic Interpretability of Large Language Models: A Survey of Design Principles and Architectures ↗](https://aclanthology.org/2026.acl-long.1605/)**Yutong Gao, Qinglin Meng, Yuan Zhou et al. · Long Papers
2441. **[Towards Mitigating Modality Bias in Vision-Language Models for Temporal Action Localization ↗](https://aclanthology.org/2026.acl-long.508/)**Jiaqi Li, Guangming Wang, Shuntian Zheng et al. · Long Papers
2442. **[Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization ↗](https://aclanthology.org/2026.acl-long.219/)**Xu Chu, Guanyu Wang, Zhijie Tan et al. · Long Papers
2443. **[Towards Privacy-Preserving Large Language Model: Text-free Inference Through Alignment and Adaptation ↗](https://aclanthology.org/2026.acl-long.1191/)**Jeongho Yoon, Chanhee Park, Yongchan Chun et al. · Long Papers
2444. **[Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning ↗](https://aclanthology.org/2026.acl-long.86/)**Houxing Ren, Mingjie Zhan, Zimu Lu et al. · Long Papers
2445. **[Towards Scalable Lifelong Knowledge Editing with Selective Knowledge Suppression ↗](https://aclanthology.org/2026.acl-long.145/)**Dahyun Jung, Jaewook Lee, Heuiseok Lim · Long Papers
2446. **[Towards Stable and Effective Reinforcement Learning for Mixture-of-Experts ↗](https://aclanthology.org/2026.acl-long.1165/)**Di Zhang, Xun Wu, Shaohan Huang et al. · Long Papers
2447. **[Towards Trustworthy Smart Contract Synthesis: A Multi-Agent Framework with Lean-Based Verification ↗](https://aclanthology.org/2026.acl-long.1836/)**Bowei Zhang, Hanbing Liu, Qixin Tian et al. · Long Papers
2448. **[Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures ↗](https://aclanthology.org/2026.acl-long.889/)**Yi Hu, Jiaqi Gu, Ruxin Wang et al. · Long Papers
2449. **[Tracing Logit Trajectories Across Layer Depth: Dataset-Level Explainability for Language Models ↗](https://aclanthology.org/2026.acl-long.809/)**Jeesu Jung, Sangkeun Jung · Long Papers
2450. **[Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs ↗](https://aclanthology.org/2026.acl-long.435/)**Yu Li, Xiaoran Shang, Qizhi Pei et al. · Long Papers
2451. **[Tracking the Evolution of Foresight Signals in News Data: The Case of the European Electric Vehicle Market ↗](https://aclanthology.org/2026.acl-srw.28/)**Karine Navasartian · Student Research Workshop
2452. **[Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability ↗](https://aclanthology.org/2026.acl-long.1588/)**Xiao Liang, Zhong-Zhi Li, Zhenghao Lin et al. · Long Papers
2453. **[Trait Activation in Silicon: A Situation-Aware Framework for Psychologically Grounded Role-Playing ↗](https://aclanthology.org/2026.acl-long.1792/)**Zuolong Li, Pingyu Wu, Xianwen Huang et al. · Long Papers
2454. **[Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents ↗](https://aclanthology.org/2026.acl-long.2037/)**Ziyi Wang, Yuxuan Lu, Yimeng Zhang et al. · Long Papers
2455. **[TransLLM: A Unified Multi-Task Large Language Model for Urban Transportation via Learnable Prompting ↗](https://aclanthology.org/2026.acl-long.1195/)**Jiaming Leng, Yunying Bi, Chuan Qin et al. · Long Papers
2456. **[Transfer Learning for Generalizable Automated LLM Improvement Pipeline for IVR Navigation ↗](https://aclanthology.org/2026.acl-industry.136/)**Vishal Sankar Ram, Jason Kushner, Manas Paldhe et al. · Industry Track
2457. **[Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages ↗](https://aclanthology.org/2026.acl-short.29/)**Danlu Chen, Ka Sing He, Jiahe Tian et al. · Short Papers
2458. **[Translation with Thought: Difficulty-Adaptive Reasoning via Reinforcement Learning for Multi-Domain Machine Translation ↗](https://aclanthology.org/2026.acl-long.1400/)**Yongshi Ye, Biao Fu, Chongxuan Huang et al. · Long Papers
2459. **[TrendFact: A Benchmark Towards Hotspot Perception in Automatic Fact-Checking ↗](https://aclanthology.org/2026.acl-long.1219/)**Xiaocheng Zhang, Xi Wang, Yifei Lu et al. · Long Papers
2460. **[TriEx: A Game-based Tri-View Framework for Explaining Internal Reasoning in Multi-Agent LLMs ↗](https://aclanthology.org/2026.acl-long.292/)**Ziyi Wang, Chen Zhang, Wenjun Peng et al. · Long Papers
2461. **[TriPlay-RL: Tri-Role Self-Play Reinforcement Learning for LLM Safety Alignment ↗](https://aclanthology.org/2026.acl-long.1216/)**Zhewen Tan, Wenhan Yu, Jianfeng Si et al. · Long Papers
2462. **[Triviality Corrected Endogenous Reward ↗](https://aclanthology.org/2026.acl-long.883/)**Xinda Wang, Zhengxu Hou, Yangshijie Zhang et al. · Long Papers
2463. **[Trust Within? Seek Beyond? Knowledge Boundary Aware Policy Optimization for Agentic Search ↗](https://aclanthology.org/2026.acl-long.1276/)**Tao Feng, Xinke Jiang, Xinyan Hu et al. · Long Papers
2464. **[TrustTable: A Neuro-Symbolic Auditing Framework for Faithful Table QA ↗](https://aclanthology.org/2026.acl-long.1612/)**Guangzhen Zhao, Dechang Kong, Tongyu Wu et al. · Long Papers
2465. **[Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning ↗](https://aclanthology.org/2026.acl-long.2073/)**Hamed Damirchi, Imezadelajara, Ehsan Abbasnejad et al. · Long Papers
2466. **[Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies ↗](https://aclanthology.org/2026.acl-long.1112/)**Xudong Shen, li Yuan, Ye Chen et al. · Long Papers
2467. **[TruthSplit: Operationalizing Conditional Validity in Arguments Through Multi-Perspective Reasoning ↗](https://aclanthology.org/2026.acl-demo.64/)**Benjamin Stieger, Maximilian Terberger, Thomas Huber et al. · System Demonstrations
2468. **[Turning Failures into Value: Negative Experience Replay for RLVR via Confidence Gating and Boundary Failure Sampling ↗](https://aclanthology.org/2026.acl-long.1682/)**Jialiang Guo, Fucheng Xiong, Xu He et al. · Long Papers
2469. **[TwiUSD: A Benchmark Dataset and Structure-Aware LLM Framework for User Stance Detection ↗](https://aclanthology.org/2026.acl-long.2095/)**Fuqiang Niu, Zini Chen, Zhiyu Xie et al. · Long Papers
2470. **[Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations ↗](https://aclanthology.org/2026.acl-long.1173/)**Wen Luo, Guangyue Peng, Wei Li et al. · Long Papers
2471. **[Two Streams, One Sarcasm: Orthogonal Expert Tuning for Holistic Multimodal Sarcasm Understanding ↗](https://aclanthology.org/2026.acl-long.319/)**Diandian Guo, Cong Cao, Fangfang Yuan et al. · Long Papers
2472. **[Two-Stage Regularization-Based Structured Pruning for LLMs ↗](https://aclanthology.org/2026.acl-long.136/)**Mingkuan Feng, Jinyang Wu, Siyuan Liu et al. · Long Papers
2473. **[Typology-Aware Multilingual Morphosyntactic Parsing with Joint Abstract Node Modeling ↗](https://aclanthology.org/2026.acl-long.2212/)**Kutay Acar, Gülşen Eryiğit · Long Papers
2474. **[UERLens: Understanding Event Relations in Large Language Models ↗](https://aclanthology.org/2026.acl-short.38/)**Yong Guan, Zhiyuan Li, Shaoru Guo · Short Papers
2475. **[UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization ↗](https://aclanthology.org/2026.acl-long.904/)**Zhengxi Lu, Fei Tang, Guangyi Liu et al. · Long Papers
2476. **[UMMF: Protecting Copyright of Large Vision-Language Models through Unlearning-based Multimodal Memorization Fingerprint ↗](https://aclanthology.org/2026.acl-long.429/)**Xiaofan Zheng, Xinghao Wang, Xiaojun Wan · Long Papers
2477. **[UMPIRE: Unveiling LLM-generated Posts via Redundant Expressions ↗](https://aclanthology.org/2026.acl-long.1427/)**Xiaoquan Yi, Haixing Wu, Haozhao Wang et al. · Long Papers
2478. **[UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents ↗](https://aclanthology.org/2026.acl-long.287/)**Yifan Ji, Zhipeng Xu, Zhenghao Liu et al. · Long Papers
2479. **[UNIVID: Unified Vision-Language Model for Video Moderation ↗](https://aclanthology.org/2026.acl-industry.32/)**Kejuan Yang, Yizhuo Zhang, Mingyuan Du et al. · Industry Track
2480. **[UPDESH: Synthesizing Grounded Instruction Tuning Data for 13 Indic Languages ↗](https://aclanthology.org/2026.acl-long.1763/)**Pranjal A Chitale, Varun Gumma, Sanchit Ahuja et al. · Long Papers
2481. **[UR$^2$ : Unify RAG and Reasoning through Reinforcement Learning ↗](https://aclanthology.org/2026.acl-long.580/)**Weitao Li, Boran Xiang, Xiaolong Wang et al. · Long Papers
2482. **[UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models ↗](https://aclanthology.org/2026.acl-demo.56/)**Qundong Shi, Jie Zhou, Biyuan Lin et al. · System Demonstrations
2483. **[Uncertainty-Aware Routing for Principled Alignment with MoE Dynamics ↗](https://aclanthology.org/2026.acl-long.1801/)**Yilong Chen, Junyuan Shang, Yuchen Feng et al. · Long Papers
2484. **[Uncertainty-Aware Test-Time Search for Optimization Problem Solving ↗](https://aclanthology.org/2026.acl-long.1975/)**Linlin Yu, Xujiang Zhao, Dong Li et al. · Long Papers
2485. **[Uncovering Intervention Opportunities for Suicide Prevention with Language Model Assistants ↗](https://aclanthology.org/2026.acl-long.688/)**Jaspreet Ranjit, Hyundong Justin Cho, Claire J. Smerdon et al. · Long Papers
2486. **[Uncovering Sentiment Analysis Circuit in Large Language Model ↗](https://aclanthology.org/2026.acl-long.928/)**Shichen Li, Zhouyang Wang, Zhongqing Wang et al. · Long Papers
2487. **[Understanding Conversational Implicatures in Humans and LLMs ↗](https://aclanthology.org/2026.acl-srw.66/)**Daeun Kang · Student Research Workshop
2488. **[Understanding Emergent Misalignment via Feature Superposition Geometry ↗](https://aclanthology.org/2026.acl-long.1402/)**Gouki Minegishi, Hiroki Furuta, Takeshi Kojima et al. · Long Papers
2489. **[Understanding LLM Performance Degradation in Multi-Instance Processing: The Roles of Instance Count and Context Length ↗](https://aclanthology.org/2026.acl-long.1470/)**Jingxuan Chen, Mohammad Taher Pilehvar, Jose Camacho-Collados · Long Papers
2490. **[Understanding and Mitigating Political Stance Cross-topic Generalization in Large Language Models ↗](https://aclanthology.org/2026.acl-long.1374/)**Jiayi Zhang, Shu Yang, Junchao Wu et al. · Long Papers
2491. **[Understanding or Memorizing? A Case Study of German Definite Articles in Language Models ↗](https://aclanthology.org/2026.acl-long.436/)**Jonathan Drechsel, Erisa Bytyqi, Steffen Herbold · Long Papers
2492. **[Understanding the Behaviors of Environment-aware Information Retrieval ↗](https://aclanthology.org/2026.acl-long.2013/)**Ruifeng Yuan, Chaohao Yuan, David Dai et al. · Long Papers
2493. **[Understanding the Prompt Sensitivity ↗](https://aclanthology.org/2026.acl-long.2053/)**Yang Liu, Chenhui Chu · Long Papers
2494. **[UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision ↗](https://aclanthology.org/2026.acl-long.621/)**Zhen Fang, Ruiyan Han, XinYu Sun et al. · Long Papers
2495. **[UniDataBench: Evaluating Data Analytics Agents Across Structured and Unstructured Data ↗](https://aclanthology.org/2026.acl-long.1556/)**Han Weng, Zhou Liu, Yuanfeng Song et al. · Long Papers
2496. **[UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity Mixture-of-Experts ↗](https://aclanthology.org/2026.acl-long.412/)**Zhenyu Liu, Yunxin Li, Xuanyu Zhang et al. · Long Papers
2497. **[UniSRM: A Unified Speech Reward Model for Reasoning-Based Fine-grained Assessment ↗](https://aclanthology.org/2026.acl-long.2150/)**Yuanyuan Wang, Dongchao Yang, Yayue Deng et al. · Long Papers
2498. **[UniSonate: A Unified Model for Speech, Music, and Sound Effect Generation with Text Instructions ↗](https://aclanthology.org/2026.acl-long.1293/)**Chunyu Qiang, Xiaopeng Wang, Kang Yin et al. · Long Papers
2499. **[UniSpec: Training-Free Speculative Decoding for Robust LLM Acceleration Across Languages and Hardware ↗](https://aclanthology.org/2026.acl-long.285/)**Truong Dinh Do, Nguyen-Khang Le, Le-Minh Nguyen · Long Papers
2500. **[UniVocal: Unified Speech-Singing Code-Switching Synthesis ↗](https://aclanthology.org/2026.acl-long.1452/)**YuFei Shi, Qian Chen, Wen Wang et al. · Long Papers

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