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# Findings of the Association for Computational Linguistics 2026: all accepted papers

2,517 papers · page 24 of 26 · the most cited first · [← Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/)

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2301. **[Topology Matters: Measuring Memory Leakage in Multi-Agent LLMs ↗](https://aclanthology.org/2026.findings-acl.1980/)**Jinbo Liu, Defu Cao, Yifei Wei et al.
2302. **[Topology-Enhanced Alignment for Large Language Models: Trajectory Topology Loss and Topological Preference Optimization ↗](https://aclanthology.org/2026.findings-acl.1242/)**Yurui Pan, Ke Xu, Bo Peng
2303. **[Toward A Digital Twin of U.S. Congress ↗](https://aclanthology.org/2026.findings-acl.493/)**Hayden Helm, Tianyi Chen, Harvey McGuinness et al.
2304. **[Toward Automated Robustness Evaluation of Mathematical Reasoning ↗](https://aclanthology.org/2026.findings-acl.691/)**Yutao Hou, Zeguan Xiao, Fei Yu et al.
2305. **[Towards Bridging the Reward-Generation Gap in Direct Alignment Algorithms ↗](https://aclanthology.org/2026.findings-acl.713/)**Zeguan Xiao, Yun Chen, Jian Yang et al.
2306. **[Towards Fair and Efficient De-identification: Quantifying the Efficiency and Generalizability of De-identification Approaches ↗](https://aclanthology.org/2026.findings-eacl.222/)**Noopur Zambare, Kiana Aghakasiri, Carissa Lin et al.
2307. **[Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.27/)**Teng Wang, Jiang Zhangyi, Zhenqi He et al.
2308. **[Towards IP Intelligence: Benchmarking Large Language Models on Intellectual Property Knowledge and Practice ↗](https://aclanthology.org/2026.findings-acl.1000/)**Qiyao Wang, Guhong Chen, Hongbo Wang et al.
2309. **[Towards Identification and Intervention of Safety-Critical Parameters in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1616/)**Weiwei Qi, Zefeng Wu, Tianhang Zheng et al.
2310. **[Towards Inference-time Scaling for Continuous Space Reasoning ↗](https://aclanthology.org/2026.findings-acl.1338/)**Minghan Wang, Thuy-Trang Vu, Ehsan Shareghi et al.
2311. **[Towards LLM Agents for Earth Observation ↗](https://aclanthology.org/2026.findings-acl.124/)**Chia Hsiang Kao, Wenting Zhao, Cheryl Lam et al.
2312. **[Towards Preference Following in Tool Calling Language Agents ↗](https://aclanthology.org/2026.findings-acl.1676/)**Zhi-Yuan Chen, Siyu Lu, Qianlong Xie et al.
2313. **[Towards Proactive Information Probing: Customer Service Chatbots Harvesting Value from Conversation ↗](https://aclanthology.org/2026.findings-acl.1437/)**Chen Huang, Zitan Jiang, Zou Changyi et al.
2314. **[Towards Proactive Personalization through Profile Customization for Individual Users in Dialogues ↗](https://aclanthology.org/2026.findings-acl.159/)**Xiaotian Zhang, Yuan Wang, Ruizhe Chen et al.
2315. **[Towards Provably Secure Generative AI: Reliable Consensus Sampling ↗](https://aclanthology.org/2026.findings-acl.1154/)**Yu Cui, Hang Fu, Sicheng Pan et al.
2316. **[Towards Reliable Paper Contributions Annotation in the ACL Rolling Review ↗](https://aclanthology.org/2026.findings-acl.178/)**Julien Aubert-Béduchaud, Florian Boudin, Akiko Aizawa et al.
2317. **[Towards Robust Evaluation of Visual Activity Recognition: Resolving Verb Ambiguity with Sense Clustering ↗](https://aclanthology.org/2026.findings-eacl.32/)**Louie Hong Yao, Nicholas Jarvis, Tianyu Jiang
2318. **[Towards Scalable Lightweight GUI Agents via Multi-role Orchestration ↗](https://aclanthology.org/2026.findings-acl.1122/)**Ziwei Wang, Junjie Zheng, Leyang Yang et al.
2319. **[Towards Self-Evolving Agents: Enabling Autonomy through Interactive Experience Refinement ↗](https://aclanthology.org/2026.findings-acl.1522/)**Cheng Yang, Xuemeng Yang, Licheng Wen et al.
2320. **[Towards Self-Improving Error Diagnosis in Multi-Agent Systems ↗](https://aclanthology.org/2026.findings-acl.98/)**Jiazheng Li, Emine Yilmaz, Bei Chen et al.
2321. **[Towards Understanding the Robustness of Sparse Autoencoders ↗](https://aclanthology.org/2026.findings-acl.1298/)**Ahson Saiyed, Sabrina Sadiekh, Chirag Agarwal
2322. **[Towards Unified Multimodal Large Language Models: A survey ↗](https://aclanthology.org/2026.findings-acl.1853/)**Xu Ma, Yitian Zhang, Yun Fu
2323. **[Towards Visually Grounded Multimodal Summarization via Cross-Modal Transformer and Gated Attention ↗](https://aclanthology.org/2026.findings-acl.1451/)**Abid Ali, Diego Molla, Usman Naseem
2324. **[Towards semantic reliable clinical QA: Query pipeline optimization for cancer patient question answering systems ↗](https://aclanthology.org/2026.findings-acl.1429/)**MaoLin He, Rena Wei Gao, Mike Conway et al.
2325. **[Towards the First NLP Benchmark for Ladin - an Extremely Low-Resource Language ↗](https://aclanthology.org/2026.findings-eacl.55/)**Ulin Nuha, Adam Jatowt
2326. **[ToxReason: A Benchmark for Mechanistic Chemical Toxicity Reasoning via Adverse Outcome Pathway ↗](https://aclanthology.org/2026.findings-acl.977/)**Jueon Park, WonJune Jang, Chanhwi Kim et al.
2327. **[ToxiTrace: Gradient-Aligned Training for Explainable Chinese Toxicity Detection ↗](https://aclanthology.org/2026.findings-acl.354/)**Boyang Li, Hongzhe Shou, Yuanyuan Liang et al.
2328. **[Traces in the Brain: Neural Evidence for Syntactic Movement in English and Chinese ↗](https://aclanthology.org/2026.findings-acl.1027/)**Yuhan Huang, Zhengwu Ma, Yuqi Jin et al.
2329. **[Tracing Mathematical Proficiency Through Problem-Solving Processes ↗](https://aclanthology.org/2026.findings-acl.961/)**Jungyang Park, Suho Kang, Jaewoo Park et al.
2330. **[Tracing Relational Knowledge Recall in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.2160/)**Nicholas Popovič, Michael Färber
2331. **[Tracing the Light of Thought: A Probabilistic Self- and Cross-Consistency Verification Mechanism Improving Mathematical Reasoning in LLMs ↗](https://aclanthology.org/2026.findings-acl.1126/)**Xiaoyang Liu, Dawei Wang, Tian Li et al.
2332. **[Train in Vain: Functionality-Preserving Poisoning to Prevent Unauthorized Use of Code Datasets ↗](https://aclanthology.org/2026.findings-acl.1564/)**Yuan Xiao, Jiaming Wang, Yuchen Chen et al.
2333. **[Training Language Models to Use Prolog as a Tool ↗](https://aclanthology.org/2026.findings-acl.1644/)**Niklas Mellgren, Peter Schneider-Kamp, Lukas Galke Poech
2334. **[Training Verifier to Assessing Complex Real-World Tool-Use Trajectories ↗](https://aclanthology.org/2026.findings-acl.1647/)**Linzhuang Sun, Mingyang Chen, Hao Liang et al.
2335. **[Training-Free Adaptive Speculative Decoding via Linguistic Priors ↗](https://aclanthology.org/2026.findings-acl.1065/)**Jingyi Wang, Jiaqi Huang, Zunnan Xu et al.
2336. **[Training-Free Test-Time Contrastive Learning for Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1482/)**Kaiwen Zheng, Kai Zhou, Jinwu Hu et al.
2337. **[Training-Free Text Emotion Tagging via LLM-Based Best-Worst Scaling ↗](https://aclanthology.org/2026.findings-eacl.351/)**Lukas Christ, Shahin Amiriparian
2338. **[TrajGuard: Streaming Hidden-state Trajectory Detection for Decoding-time Jailbreak Defense ↗](https://aclanthology.org/2026.findings-acl.655/)**Cheng Liu, Xiaolei Liu, Xingyu Li et al.
2339. **[Transition-Matrix Regularization for Next Dialogue Act Prediction in Counselling Conversations ↗](https://aclanthology.org/2026.findings-acl.1271/)**Eric Rudolph, Philipp Steigerwald, Jens Albrecht
2340. **[Travel on the ICD Tree: Benchmarking Agentic Reasoning for ICD Coding from Chinese Electronic Medical Records ↗](https://aclanthology.org/2026.findings-acl.191/)**Xinjie Xu, Yongqi Fan, Shuang-shuang Chen et al.
2341. **[TravelBehaviorQA: A Benchmark Dataset for Behavioral Interpretation of GPS Trajectories ↗](https://aclanthology.org/2026.findings-acl.1604/)**Dongyang Zhen, Niping Duan, Huan Zhou et al.
2342. **[Tree-CoT-RT: An Explainable Multi-Path Tree-Guided Chain-of-Thought and Reinforcement Learning Framework for Aspect Sentiment Quad Prediction ↗](https://aclanthology.org/2026.findings-acl.806/)**Hao Zhang, Jiahao Wang, Zhenke Duan et al.
2343. **[Tree-Notebook: A Context-Aware Agent with Tree Search and Entropy-Aware Data Shadow for Interactive Data Science ↗](https://aclanthology.org/2026.findings-acl.783/)**Junkun Qiu, Min Huang, Qinghai Miao
2344. **[Tree-of-Evidence: Efficient “System 2” Search for Faithful Multimodal Grounding ↗](https://aclanthology.org/2026.findings-acl.1460/)**Micky C. Nnamdi, Benoit Louis Marteau, Yishan Zhong et al.
2345. **[Trident: Self-Supervised Preference Alignment via Triplet Regularization ↗](https://aclanthology.org/2026.findings-acl.1585/)**Yingnan Guo, Kejia Chen, Xiaofeng Zhang et al.
2346. **[TrigReason: Trigger-Based Collaboration between Small and Large Reasoning Models ↗](https://aclanthology.org/2026.findings-acl.333/)**Yi Zhao, Yajuan Peng, Cam-Tu Nguyen et al.
2347. **[TripTide: A Benchmark for Adaptive Travel Planning under Disruptions ↗](https://aclanthology.org/2026.findings-acl.2002/)**Priyanshu Karmakar, Soumyabrata Chaudhuri, Shubhojit Mallick et al.
2348. **[Trustworthy and Explainable Causal Representation Learning in Transformers ↗](https://aclanthology.org/2026.findings-acl.1368/)**Yang Liu, Yinghao Zhang, Lin Liu et al.
2349. **[TruthTrap: A Bilingual Benchmark for Evaluating Factually Correct Yet Misleading Information in Question Answering ↗](https://aclanthology.org/2026.findings-eacl.155/)**Mohammadamin Shafiei, Hamidreza Saffari, Mohammad Taher Pilehvar et al.
2350. **[Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs ↗](https://aclanthology.org/2026.findings-eacl.328/)**Junbo Li, Peng Zhou, Rui Meng et al.
2351. **[Two Heads Are Better Than One: Audio-Visual Speech Error Correction with Dual Hypotheses ↗](https://aclanthology.org/2026.findings-acl.26/)**Sungnyun Kim, Kangwook Jang, Sungwoo Cho et al.
2352. **[Two-Stage Parameter Alignment for Multi-LoRA Merging in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1504/)**Zijian Li, Xiachong Feng, Weitao Ma et al.
2353. **[U-Fold: Dynamic Intent-Aware Context Folding for User-Centric Agents ↗](https://aclanthology.org/2026.findings-acl.897/)**Jin Su, Runnan Fang, Yeqiu Li et al.
2354. **[UCGRec: User-Centric Graph Learning for LLM-based Sequential Recommendation ↗](https://aclanthology.org/2026.findings-acl.175/)**HanBeul Kim, CheolWon Na, Suyoung Bae et al.
2355. **[UCS: Estimating Unseen Coverage for Improved In-Context Learning ↗](https://aclanthology.org/2026.findings-acl.533/)**Jiayi Xin, Xiang Li, Evan Qiang et al.
2356. **[UCoder: Unsupervised Code Generation by Internal Probing of Large Language Models ↗](https://aclanthology.org/2026.findings-acl.277/)**Jiajun Wu, Jian Yang, Wei Zhang et al.
2357. **[UbuntuGuard: A Culturally-Grounded Policy Benchmark for Equitable AI Safety in African Languages. ↗](https://aclanthology.org/2026.findings-acl.1663/)**Tassallah Abdullahi, Macton Mgonzo, Mardiyyah Oduwole et al.
2358. **[UnAC: Adaptive Visual Prompting with Abstraction and Stepwise Checking for Complex Multimodal Reasoning ↗](https://aclanthology.org/2026.findings-acl.1196/)**Yifan Wang, Yun Fu
2359. **[UnIte: Uncertainty-based Iterative Document Sampling for Domain Adaptation in Information Retrieval ↗](https://aclanthology.org/2026.findings-acl.1614/)**Jongyoon Kim, Minseong Hwang, Seung-won Hwang
2360. **[Uncertainty Quantification for Evaluating Gender Bias in Machine Translation](https://md.research.elamur.ai/free/en/papers/staliunaite-2026-uncertainty-quantification-evaluating-gender-bias/)**Ieva Staliunaite, Julius Cheng, Andreas Vlachos*our summary*
2361. **[Uncertainty Quantification of Large Language Models through Multiple Uncertainty Sources ↗](https://aclanthology.org/2026.findings-acl.535/)**Tiejin Chen, Xiaoou Liu, Longchao Da et al.
2362. **[Uncertainty-Calibrated Elastic Alignment for Multimodal Sentiment Analysis with Missing Modalities ↗](https://aclanthology.org/2026.findings-acl.260/)**Kang He, Yuzhe Ding, Rao Fu et al.
2363. **[Uncovering Currency Bias and Syntax Gap in Text Embedding Models ↗](https://aclanthology.org/2026.findings-acl.2118/)**Saurav Sudevan, Harsh Pal, Yatin Katyal et al.
2364. **[Uncovering Strategic Egoism Behaviors in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.249/)**Yaoyuan Zhang, Zonghao Ying, Aishan Liu et al.
2365. **[Understanding Conflicts in Multi-Objective Alignment through Reward Consistency ↗](https://aclanthology.org/2026.findings-acl.269/)**Zhihao Xu, Yongqi Tong, Xin Zhang et al.
2366. **[Understanding Generalization in Role-Playing Models via Information Theory ↗](https://aclanthology.org/2026.findings-acl.87/)**Yongqi Li, Hao Lang, Fei Huang et al.
2367. **[Understanding In-Context Learning Beyond Transformers: An Investigation of State Space and Hybrid Architectures ↗](https://aclanthology.org/2026.findings-acl.39/)**Shenran Wang, Timothy Tin-Long Tse, Jian Zhu
2368. **[Understanding LLM Reasoning for Abstractive Summarization ↗](https://aclanthology.org/2026.findings-acl.859/)**Haohan Yuan, Haopeng Zhang
2369. **[Understanding LLMs' summarization capabilities: an analysis of biomedical abstract and lay summary generation ↗](https://aclanthology.org/2026.findings-acl.554/)**Batuhan Nursal, Cassie S. Mitchell
2370. **[Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis and Interpretation ↗](https://aclanthology.org/2026.findings-acl.358/)**Renfei Dang, Peng Hu, Zhejian Lai et al.
2371. **[Understanding Secret Leakage Risks in Code LLMs: A Tokenization Perspective ↗](https://aclanthology.org/2026.findings-acl.6/)**Meifang Chen, Zhe Yang, Huang Nianchen et al.
2372. **[Understanding and Mitigating Spurious Signal Amplification in Test-Time Reinforcement Learning for Math Reasoning ↗](https://aclanthology.org/2026.findings-acl.1865/)**Yongcan Yu, Lingxiao He, Jian Liang et al.
2373. **[Understanding and Preventing Entropy Collapse in RLVR with On-Policy Entropy Flow Optimization ↗](https://aclanthology.org/2026.findings-acl.879/)**Huimin Xu, Shuai Zhao, Xiaobao Wu et al.
2374. **[UniCM: A Unified Consistency Model For Efficient Multimodal Generation and Understanding ↗](https://aclanthology.org/2026.findings-acl.906/)**Chenkai Xu, Xu Wang, Zhenyi Liao et al.
2375. **[UniCreative: Unifying Long-form Logic and Short-form Sparkle via Reference-Free Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.1179/)**Xiaolong Wei, Zerun Zhu, Simin Niu et al.
2376. **[UniGeM: Unifying Data Selection and Mixing via Geometric Exploration and Mining ↗](https://aclanthology.org/2026.findings-acl.1037/)**Changhao Wang, Yunfeiyu, Xinhao Yao et al.
2377. **[Unified Multimodal Interleaved Document Representation for Retrieval ↗](https://aclanthology.org/2026.findings-eacl.83/)**Jaewoo Lee, Joonho Ko, Jinheon Baek et al.
2378. **[Unifying Inference-Time Planning Language Generation ↗](https://aclanthology.org/2026.findings-acl.415/)**Prabhu Prakash Kagitha, Bo Sun, Ishan Desai et al.
2379. **[Universally Empowering Zeroth-Order Optimization via Adaptive Layer-wise Sampling ↗](https://aclanthology.org/2026.findings-acl.1999/)**Fei Wang, Li Shen, Liang Ding et al.
2380. **[Unleashing the Native Recommendation Potential: LLM-Based Generative Recommendation via Structured Term Identifiers ↗](https://aclanthology.org/2026.findings-acl.984/)**Zhiyang Zhang, Junda She, Kuo Cai et al.
2381. **[Unlocking Exploration in RLVR: Uncertainty-aware Advantage Shaping for Deeper Reasoning ↗](https://aclanthology.org/2026.findings-acl.951/)**Can Xie, Ruotong Pan, Xiangyu Wu et al.
2382. **[Unlocking Human-Like Visible Logic: How Logic Diagrams Boost Logic Reasoning in Large Language Models? ↗](https://aclanthology.org/2026.findings-acl.1602/)**Xin Wu, Yuqi Bu, Mengchen Zhao et al.
2383. **[Unlocking Large Audio-Language Models for Interactive Language Learning ↗](https://aclanthology.org/2026.findings-eacl.190/)**Hongfu Liu, Zhouying Cui, Xiangming Gu et al.
2384. **[Unlocking the Edge deployment and ondevice acceleration of multi-LoRA enabled one-for-all foundational LLM ↗](https://aclanthology.org/2026.findings-acl.2106/)**Sravanth Kodavanti, Sowmya Vajrala, Srinivas Soumitri Miriyala et al.
2385. **[Unsupervised Detection of LLM-Generated Text in Korean Using Syntactic and Semantic Cues ↗](https://aclanthology.org/2026.findings-eacl.77/)**Heejeong Jeon, MinSu Park, YunSeok Choi et al.
2386. **[Unsupervised Text Style Transfer for Controllable Intensity ↗](https://aclanthology.org/2026.findings-eacl.133/)**Shuhuan Gu, Wenbiao Tao, Xinchen Ma et al.
2387. **[Unveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders ↗](https://aclanthology.org/2026.findings-eacl.129/)**Mathis Le Bail, Jérémie Dentan, Davide Buscaldi et al.
2388. **[Unveiling Inherent Visual Grounding in Multimodal LLMs for Text-Rich Images ↗](https://aclanthology.org/2026.findings-acl.16/)**Shijie Zhou, Jihyung Kil, Ming Li et al.
2389. **[Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction ↗](https://aclanthology.org/2026.findings-eacl.1/)**Chong Zhang, Yixi Zhao, Yulu Xie et al.
2390. **[UrBLiMP: A Benchmark for Evaluating the Linguistic Competence of Large Language Models in Urdu](https://md.research.elamur.ai/free/en/papers/adeeba-2026-urblimp-benchmark-evaluating-linguistic-competence/)**Farah Adeeba, Brian Dillon, Hassan Sajjad et al.*our summary*
2391. **[User-Assistant Bias in LLMs ↗](https://aclanthology.org/2026.findings-acl.449/)**Xu Pan, Jingxuan Fan, Zidi Xiong et al.
2392. **[V-GameGym: Visual Game Generation for Code Large Language Models ↗](https://aclanthology.org/2026.findings-acl.276/)**Wei Zhang, Jian Yang, Renshuai Tao et al.
2393. **[V-RoLoRA: RLVR-Driven MoE Routing for Steerable Pluralistic Alignment ↗](https://aclanthology.org/2026.findings-acl.1377/)**Jing Wang, Yaomin Wu, Yinglin Wang et al.
2394. **[VANE: Guiding High-Value Exploration in RLVR via Outcome-Process Novelty Shaping ↗](https://aclanthology.org/2026.findings-acl.1434/)**Xu He, Jialiang Guo, Fucheng Xiong et al.
2395. **[VAUQ: Vision-Aware Uncertainty Quantification for LVLM Self-Evaluation ↗](https://aclanthology.org/2026.findings-acl.1321/)**Seongheon Park, Changdae Oh, Hyeong Kyu Choi et al.
2396. **[VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents ↗](https://aclanthology.org/2026.findings-acl.1659/)**Jiliang Hu, Wenfu Wang, Zuchao Li et al.
2397. **[VET: Verifiable Execution Tracing for Reliable Text-to-SQL Generation ↗](https://aclanthology.org/2026.findings-acl.1544/)**Dongyu Wang, Jingyu Li, Lan Zhang et al.
2398. **[VIDA: A Visual Intent-driven Design Assistant for Proactive Multimodal Clarification ↗](https://aclanthology.org/2026.findings-acl.1687/)**Yanshan Liu, Hongbo Zhang, Zhen Sun et al.
2399. **[VIGiA: Instructional Video Guidance via Dialogue Reasoning and Retrieval ↗](https://aclanthology.org/2026.findings-eacl.208/)**Diogo Glória-Silva, David Semedo, Joao Magalhaes
2400. **[VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization ↗](https://aclanthology.org/2026.findings-acl.1986/)**Menglan Chen, Xianghe Pang, Jingjing Dong et al.

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