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

2,517 papers · page 15 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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1401. **[KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge ↗](https://aclanthology.org/2026.findings-eacl.206/)**Alex Robertson, Huizhi Liang, Mahbub Gani et al.
1402. **[Know Thy Enemy: Securing LLMs Against Prompt Injection via Diverse Data Synthesis and Instruction-Level Chain-of-Thought Learning ↗](https://aclanthology.org/2026.findings-acl.173/)**Zhiyuan Chang, Mingyang Li, Yuekai Huang et al.
1403. **[KnowDR-REC: Auditing Knowledge-Conditioned Visual Grounding in Referring Expression Comprehension ↗](https://aclanthology.org/2026.findings-acl.1923/)**Guanghao Jin, Jingpei Wu, Tianpei Guo et al.
1404. **[Knowing What's Missing: Assessing Information Sufficiency in Question Answering ↗](https://aclanthology.org/2026.findings-eacl.217/)**Akriti Jain, Aparna Garimella
1405. **[Knowing When to Quit: Diagnosing and Training LLMs to Abort Futile Reasoning ↗](https://aclanthology.org/2026.findings-acl.830/)**Xinyan Guan, Jiali Zeng, Chunlei Xin et al.
1406. **[Knowledge-Infused Multi-Bit Watermarking for RAG Knowledge Bases ↗](https://aclanthology.org/2026.findings-acl.1066/)**Ke Yang, Shuguang Yuan, Jing Yu et al.
1407. **[KnowledgeBerg: Evaluating Systematic Knowledge Coverage and Compositional Reasoning in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.548/)**Xiao Zhang, Qianru Meng, Yongjian Chen et al.
1408. **[Kumatigi: Quality-Driven Data Augmentation for Low-Resource Machine Translation ↗](https://aclanthology.org/2026.findings-acl.1223/)**Cheick Tidiani Cissé
1409. **[LAD: Learning Advantage Distribution for Reasoning ↗](https://aclanthology.org/2026.findings-acl.702/)**Wendi Li, Sharon Li
1410. **[LANTERN in the Event Stream: Training-Free Temporal Knowledge Graph Forecasting by Balancing Inertia and Shifts ↗](https://aclanthology.org/2026.findings-acl.559/)**Chengyuan Jin, Ao Chang, Daojian Zeng et al.
1411. **[LARA: LLM-based Agile Power Distribution Network Restoration from Disastrous Events ↗](https://aclanthology.org/2026.findings-eacl.321/)**Jishnu Warrier, Heqing Huang, Yuzhang Lin et al.
1412. **[LCO: LLM-based Constraint Optimization for Safer Agentic LLMs in Real-world Tasks ↗](https://aclanthology.org/2026.findings-acl.1390/)**Jiayong Wan, Jiawei Chen, Zhaoxia Yin et al.
1413. **[LDEDE: LRP-Driven Efficient Detection and Editing Framework for LLM Privacy Neurons ↗](https://aclanthology.org/2026.findings-acl.1666/)**Zhao Zhengyuan, Cao Lifeng, Sunhaodong et al.
1414. **[LEAF: Towards Lightweight Explainable Hateful Video Detection via Self-Grounding CoT Guided Stage-Wise Distillation ↗](https://aclanthology.org/2026.findings-acl.604/)**Jian Lang, Rongpei Hong, Meihui Zhong et al.
1415. **[LEDGER: Scaling Agentic Document Editing with Dependency-aware Graph Retrieval ↗](https://aclanthology.org/2026.findings-acl.515/)**Hang Wang, Utkarsh Garg, Reza Davari et al.
1416. **[LEPO: Latent Reasoning Policy Optimization for Large Language Models ↗](https://aclanthology.org/2026.findings-acl.707/)**Yuyan Zhou, Jiarui Yu, Hande Dong et al.
1417. **[LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals ↗](https://aclanthology.org/2026.findings-acl.399/)**Gilat Toker, Nitay Calderon, Ohad Amosy et al.
1418. **[LLEOT: A Privacy-Enhancing Offsite Tuning Framework via Loss Landscape Elevation ↗](https://aclanthology.org/2026.findings-acl.1878/)**Jin Zhong, Jinglin Liang, Tongtong Yang et al.
1419. **[LLM Multi-Agent Systems for Long Triple Set Data-to-Text Generation ↗](https://aclanthology.org/2026.findings-acl.1712/)**Chinonso Cynthia Osuji, Simon Mille, Mark Andrade et al.
1420. **[LLM Program Optimization via Retrieval Augmented Search ↗](https://aclanthology.org/2026.findings-acl.2092/)**Sagnik Anupam, Alexander Shypula, Osbert Bastani
1421. **[LLM Prompt Duel Optimizer: Efficient Label-Free Prompt Optimization ↗](https://aclanthology.org/2026.findings-acl.490/)**Yuanchen Wu, Saurabh Verma, Justin Lee et al.
1422. **[LLM-Codec: Neural Audio Codec Meets Language Model Objectives ↗](https://aclanthology.org/2026.findings-acl.1308/)**Ho-Lam Chung, Yiming Chen, Hung-yi Lee
1423. **[LLM-Driven Multi-Perspective Location Completion for Next Location Prediction ↗](https://aclanthology.org/2026.findings-acl.267/)**Pengxiang Lan, Enneng Yang, Yuliang Liang et al.
1424. **[LLM-FK: Multi-Agent LLM Reasoning for Foreign Key Detection in Large-Scale Complex Databases ↗](https://aclanthology.org/2026.findings-acl.1660/)**Zijian Tang, Ying Zhang, Sibo Cai et al.
1425. **[LLM-Guided Semantic Bootstrapping for Interpretable Text Classification with Tsetlin Machines ↗](https://aclanthology.org/2026.findings-acl.1510/)**Jiechao Gao, Rohan Kumar Yadav, Yuangang Li et al.
1426. **[LLM-induced Rationales for More Compact Explainable Style Classification Models ↗](https://aclanthology.org/2026.findings-acl.1426/)**Ahmad Aljanaideh, Saeb Ganideh
1427. **[LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing ↗](https://aclanthology.org/2026.findings-acl.1881/)**Hao Li, Yiqun Zhang, Zhaoyan Guo et al.
1428. **[LLMs Deceive Unintentionally: Emergent Misalignment in Dishonesty from Misaligned Samples to Biased Human-AI Interactions ↗](https://aclanthology.org/2026.findings-acl.455/)**Xuhao Hu, Wang Peng, Xiaoya Lu et al.
1429. **[LLMs Meet Isolation Kernel: Lightweight, Learning-free Binary Embeddings for Fast Retrieval ↗](https://aclanthology.org/2026.findings-acl.666/)**Zhibo Zhang, Yang Xu, Kai Ming Ting et al.
1430. **[LLMs are Brittle to Simple Code Transformations: Introducing CETBench – A Benchmark for Code-Equivalence Checking ↗](https://aclanthology.org/2026.findings-acl.2070/)**Neeva Oza, Ishaan Govil, Parul Gupta et al.
1431. **[LLMs as ASP Programmers: Self-Correction Enables Task-Agnostic Nonmonotonic Reasoning ↗](https://aclanthology.org/2026.findings-acl.1151/)**Adam Ishay, Joohyung Lee
1432. **[LLMs as Lab Engineers: A Benchmark for Analytical Method Lifecycle Management ↗](https://aclanthology.org/2026.findings-acl.2015/)**Xiaoyi Chen, Mahsa Monshizadeh, Chaoqi Zhang et al.
1433. **[LLMs in the Real World: Evaluating “AI” in Emergency Contexts ↗](https://aclanthology.org/2026.findings-acl.1779/)**Sara Court, Lara Downing, Micha Elsner
1434. **[LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics ↗](https://aclanthology.org/2026.findings-acl.1636/)**Yueyang Ding, HaoPeng Zhang, Rui Dai et al.
1435. **[LR-DWM: Efficient Watermarking for Diffusion Language Models ↗](https://aclanthology.org/2026.findings-acl.2161/)**Ofek Raban, Gal Chechik, Ethan Fetaya
1436. **[LRBench and Judge-R1: Principled Evaluation and Training of LLM-Based Judges for Long-Context Reasoning ↗](https://aclanthology.org/2026.findings-acl.2029/)**Xinyi Zhao, Haoqi Hu, Ziyu Wang et al.
1437. **[LS-Guard: Adaptive Safety Guardrails Tailored to Individual LLMs ↗](https://aclanthology.org/2026.findings-acl.989/)**Jinggui Liang, Lizi Liao
1438. **[LSEG: A Fine-tuning Free Method for NL2FOL via Logic-Structure and Entropy Guided Inference Controlling ↗](https://aclanthology.org/2026.findings-acl.1213/)**Yuwei Huang, Shi Wang, Kangli Zi et al.
1439. **[LUMINA: Long-horizon Understanding for Multi-turn Interactive Agents ↗](https://aclanthology.org/2026.findings-acl.190/)**Amin Rakhsha, Thomas Hehn, Pietro Mazzaglia et al.
1440. **[LUNE: Efficient LLM Unlearning via LoRA Fine-Tuning with Negative Examples ↗](https://aclanthology.org/2026.findings-acl.816/)**Yezi Liu, Hanning Chen, Wenjun Huang et al.
1441. **[LaMPE: Length-aware Multi-grained Positional Encoding for Adaptive Long-context Scaling Without Training ↗](https://aclanthology.org/2026.findings-acl.1608/)**Sikui Zhang, Guangze Gao, Ziyun Gan et al.
1442. **[Label Words as Local Task Vectors in In-Context Learning ↗](https://aclanthology.org/2026.findings-acl.314/)**Bowen Zheng, Ming Ma, Zhongqiao Lin et al.
1443. **[Lang2Act: Fine-Grained Visual Reasoning through Self-Emergent Linguistic Toolchains ↗](https://aclanthology.org/2026.findings-acl.409/)**Yuqi Xiong, Chunyi Peng, Zhipeng Xu et al.
1444. **[Language-Coupled Reinforcement Learning for Multilingual Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.findings-acl.700/)**Rui Qi, Fengran Mo, Yufeng Chen et al.
1445. **[Large Language Models Are Overconfident in Their Own Responses ↗](https://aclanthology.org/2026.findings-acl.1570/)**Mario Sanz-Guerrero, Manuel Mager, Katharina von der Wense
1446. **[Large Language Models Are Still Misled by Simple Bias Ensembles ↗](https://aclanthology.org/2026.findings-acl.971/)**Zhouhao Sun, Zhiyuan Kan, Xiao Ding et al.
1447. **[Large Language Models Require Curated Context for Reliable Political Fact-Checking–-Even with Reasoning and Web Search ↗](https://aclanthology.org/2026.findings-acl.1467/)**Matthew R. DeVerna, Kai-Cheng Yang, Harry Yaojun Yan et al.
1448. **[Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners ↗](https://aclanthology.org/2026.findings-acl.1121/)**Yihong Liu, Raoyuan Zhao, Hinrich Schuetze et al.
1449. **[Large-Scale Diverse Synthesis for Mid-Training ↗](https://aclanthology.org/2026.findings-acl.814/)**Xuemiao Zhang, Chengying Tu, Can Ren et al.
1450. **[Large-Scale Multimodal Knowledge Graph about Classical Chinese Poetry: Fine-grained Method and Comprehensive Evaluation ↗](https://aclanthology.org/2026.findings-acl.720/)**Shuo Wang, Qing Zhu, Yang Xiao et al.
1451. **[LatentRefusal: Latent-Signal Refusal for Unanswerable Text-to-SQL Queries ↗](https://aclanthology.org/2026.findings-acl.1007/)**Xuancheng Ren, Shijing Hu, Zhihui Lu et al.
1452. **[Law in Silico: Simulating Legal Society with LLM-Based Agents ↗](https://aclanthology.org/2026.findings-acl.396/)**Yiding Wang, Yuxuan Chen, Fanxu Meng et al.
1453. **[Layer-aware Dual-directional Modulation for Low-resource Machine Translation ↗](https://aclanthology.org/2026.findings-acl.1054/)**Siqi Zhang, Ran Song, Shuting Jiang et al.
1454. **[LayerNorm Induces Recency Bias in Transformer Decoders ↗](https://aclanthology.org/2026.findings-acl.1430/)**Junu Kim, Xiao Liu, Zhenghao Lin et al.
1455. **[LeakDojo: Decoding the Leakage Threats of RAG Systems ↗](https://aclanthology.org/2026.findings-acl.287/)**Maosen Zhang, Jianshuo Dong, Lu Boting et al.
1456. **[Learning Continuous Temporal Dynamics on Symplectic Manifolds for Temporal Knowledge Graph Embedding ↗](https://aclanthology.org/2026.findings-acl.804/)**Jiang Li, Zehua Duo, Tian Lan et al.
1457. **[Learning Dynamic Representations and Policies from Multimodal Clinical Time-Series with Informative Missingness ↗](https://aclanthology.org/2026.findings-acl.1313/)**Zihan Liang, Ziwen Pan, Ruoxuan Xiong
1458. **[Learning Flexible Large Multimodal Models with Arbitrary Modality Combinations ↗](https://aclanthology.org/2026.findings-acl.517/)**Xinyu Zhao, Kangqi Ni, Jie Peng et al.
1459. **[Learning How to Remember: A Meta-Cognitive Management Method for Structured and Transferable Agent Memory ↗](https://aclanthology.org/2026.findings-acl.1535/)**Sirui Liang, Pengfei Cao, Jian Zhao et al.
1460. **[Learning Optimal Message Representations for Agentic Communication ↗](https://aclanthology.org/2026.findings-acl.1441/)**Shashwat Gupta, Anson Bastos, Mayukh Das et al.
1461. **[Learning Temporally-Aware Sample Weights for Preference Optimization ↗](https://aclanthology.org/2026.findings-acl.601/)**Mengyang Li, Xudong Zhou, Pinlong Zhao
1462. **[Learning from Child-directed Speech in Two-language Scenarios: A French-English Case-Study ↗](https://aclanthology.org/2026.findings-eacl.337/)**Liel Binyamin, Elior Sulem
1463. **[Learning from Contrastive Prompts: An Automated Prompt Optimization Framework ↗](https://aclanthology.org/2026.findings-acl.9/)**Mingqi Li, Karan Aggarwal, Yong Xie et al.
1464. **[Learning from Failures: Error Notebook-guided Secure Code Generation ↗](https://aclanthology.org/2026.findings-acl.1200/)**Xinyu Zhong, Peng Lan, Zhifang Liao
1465. **[Learning on Imbalanced Noisy Data via Debiased Sample Selection and LLM-Driven Annotation ↗](https://aclanthology.org/2026.findings-acl.1526/)**Bo Yuan, Yulin Chen, Yin Zhang
1466. **[Learning to Ask: Multi-Decoder Fine-Tuning for Multi-Hop Visual Question Generation with External Knowledge ↗](https://aclanthology.org/2026.findings-eacl.202/)**Arpan Phukan, Manish Gupta, Asif Ekbal
1467. **[Learning to Control Summaries with Score Ranking ↗](https://aclanthology.org/2026.findings-acl.1762/)**Hongye Liu, Liang Ding, Ricardo Henao
1468. **[Learning to Evolve: A Self-Improving Framework for Multi-Agent Systems via Textual Parameter Graph Optimization ↗](https://aclanthology.org/2026.findings-acl.1534/)**Shan He, Runze Wang, Zhuoyun Du et al.
1469. **[Learning to Extract Rational Evidence via Reinforcement Learning for Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.findings-acl.782/)**Xinping Zhao, Shouzheng Huang, Yan Zhong et al.
1470. **[Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs ↗](https://aclanthology.org/2026.findings-acl.1291/)**Qibin Wang, Pu Zhao, Shaohan Huang et al.
1471. **[Learning to Retrieve User History and Generate User Profiles for Personalized Persuasiveness Prediction ↗](https://aclanthology.org/2026.findings-acl.858/)**Sejun Park, Yoonah Park, Jongwon Lim et al.
1472. **[Learning to Translate by Translating: Stabilizing the Dual Loop via Semantic-Aware Self-Evolution ↗](https://aclanthology.org/2026.findings-acl.723/)**Kui Liu, Mingming Yin, Zuoli Tang et al.
1473. **[Lending Eyesight to Language Models: Modeling and Probing Human scanpath through Transformer Decoder ↗](https://aclanthology.org/2026.findings-acl.1591/)**Junlin Li, David Robert Reich, Yu-Yin Hsu
1474. **[Less Noise, More Voice: Reinforcement Learning for Reasoning via Instruction Purification ↗](https://aclanthology.org/2026.findings-acl.659/)**Yiju Guo, Tianyi Hu, Zexu Sun et al.
1475. **[Less is More: Knowledge-Aware Compression for Long Legal Judgment Prediction ↗](https://aclanthology.org/2026.findings-acl.1450/)**Fanghao Lou, Qiqi Wang, Guanyu Chen et al.
1476. **[Let Retrievers Think Before Action: Thought-Augmented Embedding for Dense Retrieval ↗](https://aclanthology.org/2026.findings-acl.1603/)**Ruiran Yan, Wen Xiong, Ze Liu et al.
1477. **[Let the Comments Speak: A Multi-Agent Framework based on Large Language Model for Comment-Guided Code Refactoring ↗](https://aclanthology.org/2026.findings-acl.1620/)**Zixuan Wang, Wutong Yu, Deyu Zhou
1478. **[Let's Put Ourselves in Sally's Shoes: Shoes-of-Others Prefilling Improves Theory of Mind in Large Language Models ↗](https://aclanthology.org/2026.findings-eacl.6/)**Kazutoshi Shinoda, Nobukatsu Hojo, Kyosuke Nishida et al.
1479. **[Leveraging Digitized Newspapers to Collect Summarization Data in Low-Resource Languages](https://md.research.elamur.ai/free/en/papers/dahan-2026-leveraging-digitized-newspapers-collect-summarization/)**Noam Dahan, Omer Kidron, Gabriel Stanovsky*our summary*
1480. **[Leveraging External Knowledge for Historical Document Restoration via Retrieval-Augmented Large Language Models ↗](https://aclanthology.org/2026.findings-acl.2148/)**Gabeen Kim, Kyeongpil Kang
1481. **[Leveraging Human and Machine Preferences for Zero-shot Detection of AI-Generated Text ↗](https://aclanthology.org/2026.findings-acl.671/)**Lei Jiang, Desheng Wu, Xiaolong Zheng et al.
1482. **[Leveraging Label Semantics and Entity Description Generation for LLM-based Fine-grained Entity Typing ↗](https://aclanthology.org/2026.findings-acl.1584/)**Yingying Ma, Hongliang Dai, Xia Zhang et al.
1483. **[Leveraging Pretrained Language Models as Energy Functions for Glauber Dynamics Text Diffusion ↗](https://aclanthology.org/2026.findings-acl.2117/)**Tarun Kathuria, Sachin Kumar
1484. **[LexGenius: An Expert-Level Benchmark for Large Language Models in Legal General Intelligence ↗](https://aclanthology.org/2026.findings-acl.926/)**Wenjin Liu, Haoran Luo, Xin Feng et al.
1485. **[LifeSim: Long-Horizon User Life Simulator for Personalized Assistant Evaluation ↗](https://aclanthology.org/2026.findings-acl.1022/)**Feiyu Duan, Xuanjing Huang, Zhongyu Wei
1486. **[LightMoE: Task-Aware Expert Availability Management for Memory-Efficient MoE-LLM Inference ↗](https://aclanthology.org/2026.findings-acl.1062/)**Puhan Luo, Yunhao Yao, Junyang Wang et al.
1487. **[Lightweight Haar Wavelet Subband Pruning for LLMs ↗](https://aclanthology.org/2026.findings-acl.798/)**Jiang Li, Pengfei Cao, Chenxi Zhou et al.
1488. **[Like a Therapist, But Not: Reddit Narratives of AI in Mental Health Contexts ↗](https://aclanthology.org/2026.findings-acl.569/)**Elham Aghakhani, Rezvaneh Rezapour
1489. **[Lil: Less is Less When Applying Post-Training Sparse-Attention Algorithms in Long-Decode Stage ↗](https://aclanthology.org/2026.findings-acl.91/)**Junhao Hu, Fangze Li, Mingtao Xu et al.
1490. **[Linear Script Representations in Speech Foundation Models Enable Zero-Shot Transliteration ↗](https://aclanthology.org/2026.findings-acl.464/)**Ryan Soh-Eun Shim, Kwanghee Choi, Kalvin Chang et al.
1491. **[Linear Semantic Segmentation for Low-Resource Spoken Dialects ↗](https://aclanthology.org/2026.findings-acl.1740/)**Kirill Chirkunov, Younes Samih, Abed Alhakim Freihat et al.
1492. **[LinguaGame: A Linguistically Grounded Game-Theoretic Paradigm for Multi-Agent Dialogue Generation ↗](https://aclanthology.org/2026.findings-acl.1028/)**Yuxiao Ye, Yiming Zhang, Yiran Rex Ma et al.
1493. **[Linguistic Cues for LLM-based Implicit Discourse Relation Classification ↗](https://aclanthology.org/2026.findings-eacl.239/)**Yi Fan, Michael Strube, Wei Liu
1494. **[Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation ↗](https://aclanthology.org/2026.findings-eacl.43/)**Liwen Sun, Xiang Yu, Ming Tan et al.
1495. **[LipoAgent: Coordinating Fine-Tuned LLM Agents for Safer Lipid Design ↗](https://aclanthology.org/2026.findings-acl.1992/)**Leshu Li, An Lu, Haiyu Wang et al.
1496. **[Live-Aid: A Large-Scale Dialogue Dataset and Benchmark for Interleaved Multi-party Interactions in Live Streaming ↗](https://aclanthology.org/2026.findings-acl.1193/)**Yiming Lei, Yize Fan, Zeming Liu et al.
1497. **[LiveCANNBench: Benchmark SWE AI Coding for Ascend CANN ↗](https://aclanthology.org/2026.findings-acl.1143/)**Sijie Wang, Kai Zhao, Wee Peng Tay et al.
1498. **[LiveLongBench: Tackling Long-Context Understanding for Spoken Texts from Live Streams ↗](https://aclanthology.org/2026.findings-acl.1485/)**Yongxuan Wu, Runyu Chen, Peiyu Liu et al.
1499. **[LoRE: Enhancing Search Relevance with Progressive Chain-of-Thought and Preference Alignment ↗](https://aclanthology.org/2026.findings-acl.1536/)**Chenji Lu, Zhuo Chen, Hui Zhao et al.
1500. **[LoReFact: Bridging the Logic Gap in Fact-Checking ↗](https://aclanthology.org/2026.findings-acl.346/)**Qiming Xie, Wenjie Zheng, Xiangqing Shen et al.

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