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

2,517 papers · page 9 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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801. **[Concept Tokens: Learning Behavioral Embeddings Through Concept Definitions ↗](https://aclanthology.org/2026.findings-acl.1319/)**Ignacio Sastre, Aiala Rosá
802. **[Concept rather than Document: Context Compression via AMR-based Conceptual Entropy ↗](https://aclanthology.org/2026.findings-acl.590/)**Kaize Shi, Xueyao Sun, Xiaohui Tao et al.
803. **[Conceptual Hierarchies within LLMs ↗](https://aclanthology.org/2026.findings-acl.2041/)**Tiago Almeida, Zining Zhu, Yue Ning
804. **[Concise Math Reasoning via Difficulty-Aware Distillation ↗](https://aclanthology.org/2026.findings-acl.2155/)**Yifan Wu, Jingze Shi, Bingheng Wu et al.
805. **[CondenseFlow: Scalable Latent Space Collaboration via Semantic Compression for Multi-Agent Systems ↗](https://aclanthology.org/2026.findings-acl.669/)**Xiaoyu Chen, Fengge Wu, Zhao Junsuo et al.
806. **[Confidence Estimation for LLMs in Multi-turn Interactions ↗](https://aclanthology.org/2026.findings-acl.1280/)**Caiqi Zhang, Ruihan Yang, Xiaochen Zhu et al.
807. **[Confidence-Aware Ranker Ensembles for Robust In-Context Knowledge Editing ↗](https://aclanthology.org/2026.findings-acl.1750/)**Tejal Nair, Mahmud Wasif Nafee, Maiqi Jiang et al.
808. **[Confidence-Driven Multi-Scale Model Selection for Cost-Efficient Inference ↗](https://aclanthology.org/2026.findings-eacl.90/)**Bo-Wei Chen, Chung-Chi Chen, An-Zi Yen
809. **[Confidence-Weighted Token Set Cover for Early Hypothesis Pruning in Self-Consistency ↗](https://aclanthology.org/2026.findings-acl.2046/)**Md Arafat Sultan, Ramón Fernandez Astudillo
810. **[Conflicts Make Large Reasoning Models Vulnerable to Attacks ↗](https://aclanthology.org/2026.findings-acl.463/)**Honghao Liu, Chengjin Xu, Xuhui Jiang et al.
811. **[Conformal Event Prediction with Temporal Knowledge Graph ↗](https://aclanthology.org/2026.findings-acl.258/)**Cheng Hu, Cong Cao, Fangfang Yuan et al.
812. **[Conformal Feedback Alignment: Quantifying Answer-Level Reliability for Robust LLM Alignment ↗](https://aclanthology.org/2026.findings-eacl.184/)**Tiejin Chen, Xiaoou Liu, Vishnu Nandam et al.
813. **[Conjecture and Inquiry: Quantifying Software Performance Requirements via Interactive Retrieval-Augmented Preference Elicitation ↗](https://aclanthology.org/2026.findings-acl.2042/)**Shihai Wang, Tao Chen
814. **[Content Fuzzing for Escaping Information Cocoons on Digital Social Media ↗](https://aclanthology.org/2026.findings-acl.547/)**Yifeng He, Ziye Tang, Hao Chen
815. **[Context Attribution with Multi-Armed Bandit Optimization ↗](https://aclanthology.org/2026.findings-acl.565/)**Deng Pan, Keerthiram Murugesan, Ting Hua et al.
816. **[Context as a Tool: Context Management for Long-Horizon SWE-Agents ↗](https://aclanthology.org/2026.findings-acl.1032/)**Shukai Liu, Bo Jiang, Jian Yang et al.
817. **[Context-Agent: Dynamic Discourse Trees for Non-Linear Dialogue ↗](https://aclanthology.org/2026.findings-acl.1472/)**Junan Hu, Shudan Guo, Wenqi Liu et al.
818. **[Context-Conditioned Masked LoRA: Dynamic Rank Routing for Compute-Efficient Parameter-Efficient Fine-Tuning ↗](https://aclanthology.org/2026.findings-acl.1329/)**Rifat Rafiuddin, Rafae Abdullah
819. **[Context-Driven and Reference-Guided Data Augmentation for Subtitle Translation ↗](https://aclanthology.org/2026.findings-acl.2059/)**Hitoshi Ito, Naoto Shirai, Kazutaka Kinugawa et al.
820. **[Context-Value-Action Architecture for Value-Driven Large Language Model Agents ↗](https://aclanthology.org/2026.findings-acl.248/)**TianZe Zhang, Sirui Sun, Yuhang Xie et al.
821. **[ContextCheck: Sentence-Level Faithfulness Verification with Context-Aware Disambiguation ↗](https://aclanthology.org/2026.findings-acl.658/)**Yueqin Yin, Yaxi Li, Xin Liu et al.
822. **[Continual Pretraining on Encrypted Synthetic Data for Privacy-Preserving LLMs ↗](https://aclanthology.org/2026.findings-eacl.21/)**Honghao Liu, Xuhui Jiang, Chengjin Xu et al.
823. **[Continual Safety Alignment via Gradient-Based Sample Selection ↗](https://aclanthology.org/2026.findings-acl.942/)**Thong Bach, Dung Nguyen, Thao Minh Le et al.
824. **[Contract-Coding: Towards Repo-Level Generation via Structured Symbolic Paradigm ↗](https://aclanthology.org/2026.findings-acl.400/)**Yilin, Lujin Zhao, Yijie Shi
825. **[ContractEval: A Benchmark for Evaluating Contract-Satisfying Assertions in Code Generation ↗](https://aclanthology.org/2026.findings-acl.2112/)**Soohan Lim, Joonghyuk Hahn, Hyunwoo Park et al.
826. **[Contrastive Decoding Mitigates Score Range Bias in LLM-as-a-Judge ↗](https://aclanthology.org/2026.findings-acl.657/)**Yoshinari Fujinuma
827. **[Controlling What You Share: Assessing Language Model Adherence to Privacy Preferences ↗](https://aclanthology.org/2026.findings-acl.1990/)**Guillem Ramírez, Alexandra Birch, Ivan Titov
828. **[ConvX: A Lightweight Converter to Bridge Indexed Dense Representations and Large Language Models for Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.findings-acl.1823/)**Bonggeun Choi, Keunha Kim, Junho Han et al.
829. **[CoopQ: Cooperative Game Inspired Layerwise Mixed Precision Quantization for LLMs ↗](https://aclanthology.org/2026.findings-acl.373/)**Junchen Zhao, Ali Derakhshan, Jayden Hyman et al.
830. **[CoopValue: Revealing LLM Value Preferences Through Multi-Agent Cooperation ↗](https://aclanthology.org/2026.findings-acl.1887/)**Zee Hen Tang, Mi-Yen Yeh
831. **[Corpora Generation for Urdu Grammatical Error Correction](https://md.research.elamur.ai/free/en/papers/ahad-2026-corpora-generation-urdu-grammatical-error/)**Syed Ahad, Burhanuddin Aliasghar Ezzi, Muhammad Arsalan Hussain et al.*our summary*
832. **[Correct, Concise and Complete: Multi-stage Training For Adaptive Reasoning ↗](https://aclanthology.org/2026.findings-acl.622/)**Nathanaël Carraz Rakotonirina, Ren Pang, Neha Anna John et al.
833. **[Covariance Matrix-Driven Image Channel Allocation for Multimodal Fake News Detection ↗](https://aclanthology.org/2026.findings-acl.56/)**Zongliang Han, Wenyu Guo, Guoqing Jin et al.
834. **[Crafting Adversarial Inputs for Large Vision-Language Models Using Black-Box Optimization ↗](https://aclanthology.org/2026.findings-eacl.246/)**Jiwei Guan, Haibo Jin, Haohan Wang
835. **[Creating ConLangs to Probe the Metalinguistic Grammatical Knowledge of LLMs ↗](https://aclanthology.org/2026.findings-acl.1455/)**Chihiro Taguchi, Richard Sproat
836. **[Creating Grammar Teaching Material for Endangered Languages with Hybrid Grammar Induction ↗](https://aclanthology.org/2026.findings-acl.1327/)**Sebastien Christian
837. **[CreativeBench: Benchmarking and Enhancing Machine Creativity via Self-Evolving Challenges ↗](https://aclanthology.org/2026.findings-acl.1546/)**Zihan Wang, Lam Nguyen, Zhengyang Zhao et al.
838. **[CrisPrune: Combining Contextual Relevance and Intrinsic Saliency for Efficient Visual Token Pruning in MLLMs ↗](https://aclanthology.org/2026.findings-acl.663/)**Ziniu Liu, Shuheng Zhou, Mingqing Liu et al.
839. **[Critic Rule Induction: Improving Temporal Knowledge Graph Forecasting with Generator-Critic Language Models ↗](https://aclanthology.org/2026.findings-acl.1471/)**Yingsong Ning, Fu Zhang, Jingwei Cheng et al.
840. **[CriticSearch: Fine-Grained Credit Assignment for Search Agents via a Retrospective Critic ↗](https://aclanthology.org/2026.findings-acl.596/)**Yaocheng Zhang, Haohuan Huang, Zijun Song et al.
841. **[Crossroads of Optimization under Uncertainty: How to Choose the Optimal Model ↗](https://aclanthology.org/2026.findings-acl.172/)**Chengxi She, Zhiqiang Chen, Xingyu Lu et al.
842. **[CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom ↗](https://aclanthology.org/2026.findings-eacl.79/)**Yisen Li, Lingfeng Yang, Wenxuan Shen et al.
843. **[Curriculum Learning based Hierarchical Scoring and Analysis Framework for Question Answering Task Evaluation ↗](https://aclanthology.org/2026.findings-acl.332/)**Qiong Wu, Tan Yue, Jianxin Liang et al.
844. **[D$^2$-RAG: Dual-Decision Retrieval-Augmented Generation via Multi-Dimensional Uncertainty and Utility-Aware Decoding ↗](https://aclanthology.org/2026.findings-acl.754/)**Jinshuo Zhang, Xiaoding Zhou, Weiyu Zhang et al.
845. **[D-Artemis: A Deliberative Cognitive Framework for Mobile GUI Multi-Agents ↗](https://aclanthology.org/2026.findings-acl.681/)**Hongze Mi, Yibo Feng, WenJie Lu et al.
846. **[D-QRELO: Training- and Data-Free Delta Compression for Large Language Models via Quantization and Residual Low-Rank Approximation ↗](https://aclanthology.org/2026.findings-acl.1081/)**Junlin Li, Shuangyong Song, Guodong DU et al.
847. **[D2PCM:A Multi-Turn Dialogue Dataset with Personalized Contextual Memory ↗](https://aclanthology.org/2026.findings-acl.1870/)**Zhe Yang, Yi Huang, Yaqin Chen et al.
848. **[DAMASHA: Detecting AI in Mixed Adversarial Texts via Segmentation with Human-interpretable Attribution ↗](https://aclanthology.org/2026.findings-eacl.326/)**L. D. M. S. Sai Teja, N. Siva Gopala Krishna, Ufaq Khan et al.
849. **[DANCE: Diversity-attended Dynamic Caching with Asymmetric Quantization for Test-time Adaptation of Vision-Language Models ↗](https://aclanthology.org/2026.findings-acl.1860/)**Shunge Zou, Changhu Wang, Wei Ju et al.
850. **[DARL: Encouraging Diverse Answers for General Reasoning without Verifiers ↗](https://aclanthology.org/2026.findings-acl.1530/)**Chongxuan Huang, Lei Lin, Xiaodong Shi et al.
851. **[DART: Mitigating Harm Drift in Difference-Aware LLMs via Distill-Audit-Repair Training ↗](https://aclanthology.org/2026.findings-acl.244/)**Ziwen Pan, Zihan Liang, Jad Kabbara et al.
852. **[DELTA: Dynamic Layer-Aware Token Attention for Efficient Long-Context Reasoning ↗](https://aclanthology.org/2026.findings-acl.558/)**Hossein Entezari Zarch, Lei Gao, Chaoyi Jiang et al.
853. **[DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance ↗](https://aclanthology.org/2026.findings-eacl.282/)**Seffi Cohen, Nurit Cohen Inger, Niv Goldshlager et al.
854. **[DGPO: Beyond Pairwise Preferences with Directional Consistent Groupwise Optimization ↗](https://aclanthology.org/2026.findings-acl.1963/)**Mengyi Deng, Zhiwei Li, Xin Li et al.
855. **[DICA: Dual-Indicator Guided Contrastive Alignment in Multimodal Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1933/)**Hao Yang, Jin Wang, Xuejie Zhang
856. **[DIFFA-2: A Practical Diffusion Large Language Model for General Audio Understanding ↗](https://aclanthology.org/2026.findings-acl.235/)**Jiaming Zhou, Xuxin Cheng, Shiwan Zhao et al.
857. **[DKME: Rethinking Coupled Knowledge Memory for Lifelong Model Editing of Large Language Models ↗](https://aclanthology.org/2026.findings-acl.792/)**Guanyu Zheng, Wang Zhenyu, He Tingting et al.
858. **[DMSD: Dual-Modal Semantic Disentanglement for Compositional Zero-Shot Learning ↗](https://aclanthology.org/2026.findings-acl.1540/)**Pan Yang, Jing Yang, Ruan Xiao li et al.
859. **[DOS: Dependency-Oriented Sampler for Masked Diffusion Language Models ↗](https://aclanthology.org/2026.findings-acl.861/)**Xueyu Zhou, Yangrong Hu, Jian Huang
860. **[DOSE: Data Selection for Multi-Modal LLMs via Off-the-Shelf Models ↗](https://aclanthology.org/2026.findings-acl.45/)**Biao Wu, Yiwu Zhong, Meng Fang et al.
861. **[DP$^3$: Differentially Private Prompt Perturbation for Multi-turn LLM Inference ↗](https://aclanthology.org/2026.findings-acl.924/)**Lele Zheng, Chao Zhang, Feiyang Yuan et al.
862. **[DPLoRA: A Dual-Pruning Framework based on ILP Optimization and Progressive Pruning for Parameter-Efficient LoRA Fine-Tuning ↗](https://aclanthology.org/2026.findings-acl.1693/)**Changjun Park, Sejong Yoon, Jaekwang Kim
863. **[DPN-LE: Dual Personality Neuron Localization and Editing for Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1528/)**Lifan Zheng, Xue Yang, Jiawei Chen et al.
864. **[DR-HM: Distill-then-Reinforce Training with Cognition-Aware Data Synthesis for Harmful Meme Detection ↗](https://aclanthology.org/2026.findings-acl.2130/)**Zihan Cheng, Jianxiang Ma, Xiaocui Yang et al.
865. **[DRA-GRPO: Your GRPO Needs to Know Diverse Reasoning Paths for Mathematical Reasoning ↗](https://aclanthology.org/2026.findings-acl.685/)**Xiwen Chen, Wenhui Zhu, Peijie Qiu et al.
866. **[DRIFT: Transferring Reasoning Priors for Efficient MLLM Fine-Tuning ↗](https://aclanthology.org/2026.findings-acl.1015/)**Chao Huang, Zeliang Zhang, Jiang Liu et al.
867. **[DRIV-EX: Counterfactual Explanations for Driving LLMs ↗](https://aclanthology.org/2026.findings-acl.1152/)**Amaia Cardiel, Eloi Zablocki, Elias Ramzi et al.
868. **[DRIVINGVQA: A Dataset for Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios ↗](https://aclanthology.org/2026.findings-eacl.173/)**Charles Corbière, Simon Roburin, Syrielle Montariol et al.
869. **[DRPG (Decompose, Retrieve, Plan, Generate): An Agentic Framework for Academic Rebuttal ↗](https://aclanthology.org/2026.findings-acl.2051/)**Peixuan Han, YingJie Yu, Jingjun Xu et al.
870. **[DS2-Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning ↗](https://aclanthology.org/2026.findings-eacl.176/)**Ruiyao Xu, Noelle I. Samia, Han Liu
871. **[DUET: Joint Exploration of User–Item Profiles in Recommendation System ↗](https://aclanthology.org/2026.findings-acl.1076/)**Yue Chen, Yifei Sun, Lu Wang et al.
872. **[DWA-KD: Dual-Space Weighting and Time-Warped Alignment for Cross-Tokenizer Knowledge Distillation ↗](https://aclanthology.org/2026.findings-eacl.181/)**Duc Trung Vu, Pham Khanh Chi, Dat Phi Van et al.
873. **[DaMo: Data Mixing Optimizer in Fine-tuning Multimodal LLMs for Mobile Phone Agents ↗](https://aclanthology.org/2026.findings-acl.1439/)**Kai Shi, Jun Yang, Ni Yang et al.
874. **[Danger Depends on the Mind: A Theory-of-Mind Grounded Dataset and Model for Context-Dependent Dangerous Speech ↗](https://aclanthology.org/2026.findings-acl.322/)**Yuanchen Shi, Longyin Zhang, Guodong Zhou et al.
875. **[DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards ↗](https://aclanthology.org/2026.findings-eacl.177/)**Aaryaman Kartha, Ahmed Masry, Mohammed Saidul Islam et al.
876. **[Data Selection for Multi-turn Dialogue Instruction Tuning ↗](https://aclanthology.org/2026.findings-acl.130/)**Bo Li, Shikun Zhang, Wei Ye
877. **[Data Swarms: Optimizable Generation of Synthetic Evaluation Data ↗](https://aclanthology.org/2026.findings-acl.589/)**Shangbin Feng, Yike Wang, Weijia Shi et al.
878. **[Data-Centric Continual Pre-training for 500+ Languages: A New Bilingual Translation Corpus and Multilingual Models ↗](https://aclanthology.org/2026.findings-acl.937/)**Shaoxiong Ji, Zihao Li, Jaakko Paavola et al.
879. **[Data-Efficient Adaptation to Contextual Shifts in LLM-based Conversational Recommendation ↗](https://aclanthology.org/2026.findings-acl.1114/)**Hyeongjun Yang, Donghyun Kim, Seokju Hwang et al.
880. **[DataSeer: A Manager-Centric Collaborative Multi-Agent Framework with Multi-Branch Reasoning for Automated Insight Discovery ↗](https://aclanthology.org/2026.findings-acl.787/)**Suchen Liu, Yuanfeng Song, Jun Gao et al.
881. **[Datamart-Agent: LLM-Driven Game-Theoretic Agent for Data Marketplace Modeling ↗](https://aclanthology.org/2026.findings-acl.1628/)**Pangjing Wu, Peter Q. Chen, Xiaodong Li et al.
882. **[Datasets for Scientific Literature Understanding: A Survey ↗](https://aclanthology.org/2026.findings-acl.1414/)**Yuanzhe Zhang, Xun Zhao, Maodi Hu et al.
883. **[DcLM: Output Length Control of Large Language Models via Dynamic Length Markers ↗](https://aclanthology.org/2026.findings-acl.1158/)**Zhe Chen, Jiaao Yu, Honglin Li
884. **[DeCoVec: Building Decoding Space based Task Vector for Large Language Models via In-Context Learning ↗](https://aclanthology.org/2026.findings-acl.953/)**Feiyang Li, Yile Wang
885. **[DeFrame: Debiasing Large Language Models Against Framing Effects ↗](https://aclanthology.org/2026.findings-acl.1777/)**Kahee Lim, Soyeon Kim, Steven Euijong Whang
886. **[DeVisE: Towards the Behavioral Testing of Medical Large Language Models ↗](https://aclanthology.org/2026.findings-eacl.338/)**Camila Zurdo Tagliabue, Heloisa Oss Boll, Aykut Erdem et al.
887. **[Debiasing LLMs by Masking Unfairness-Driving Attention Heads ↗](https://aclanthology.org/2026.findings-acl.1893/)**Tingxu Han, Wei Song, Ziqi Ding et al.
888. **[Decide less, communicate more: On the construct validity of end-to-end fact-checking in medicine ↗](https://aclanthology.org/2026.findings-acl.496/)**Sebastian Antony Joseph, Lily Chen, Barry Wei et al.
889. **[Deciphering Cultural Representations in Large Language Models via Sparse Autoencoders ↗](https://aclanthology.org/2026.findings-acl.278/)**Chenye Zou, Difan Jiao, Lijie Hu
890. **[Decision Biases and Intent-Irony Decoupling in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.962/)**Kewei Guo, Lingyun Sun, Manhao Guan
891. **[Decoding the Multimodal Mind: Generalizable Brain-to-Text Translation via Multimodal Alignment and Adaptive Routing ↗](https://aclanthology.org/2026.findings-acl.1131/)**Chunyu Ye, Yunhao Zhang, Jingyuan Sun et al.
892. **[Decomposed Prompting Does Not Fix Knowledge Gaps, But Helps Models Say “I Don't Know” ↗](https://aclanthology.org/2026.findings-acl.1829/)**Dhruv Madhwal, Lyuxin David Zhang, Dan Roth et al.
893. **[Decomposed Trust: Privacy, Adversarial Robustness, Ethics, and Fairness in Low-Rank LLMs ↗](https://aclanthology.org/2026.findings-acl.93/)**Daniel Agyei Asante, Md Mokarram Chowdhury, Yang Li
894. **[Decomposing Unitization and Typing for Efficient and Consistent Span-Bound Concept Annotation ↗](https://aclanthology.org/2026.findings-acl.1728/)**Nupoor Gandhi, Michael Bada, Emma Strubell
895. **[Deconstruct, Diagnose, and Deliberate: A Protocol-Adaptive Role-Specific Multi-Agent Framework for Fake News Detection ↗](https://aclanthology.org/2026.findings-acl.1227/)**Zhigan Zhang, Jie Sui
896. **[Decoupled Reasoning with Implicit Fact Tokens (DRIFT): A Dual-Model Framework for Efficient Long-Context Inference ↗](https://aclanthology.org/2026.findings-acl.1897/)**Wenxuan Xie, Xuhong Wang
897. **[Decoupling the Effect of Chain-of-Thought Reasoning: A Human Label Variation Perspective ↗](https://aclanthology.org/2026.findings-acl.1103/)**Beiduo Chen, Tiancheng Hu, Caiqi Zhang et al.
898. **[DeepMed: Building a Medical DeepResearch Agent via Multi-hop Med-Search Data and Turn-Controlled Agentic Training & Inference ↗](https://aclanthology.org/2026.findings-acl.904/)**Zihan Wang, Hao Wang, Shi Feng et al.
899. **[DeepPlanner: Scaling Planning Capability for Deep Research Agents via Advantage Shaping ↗](https://aclanthology.org/2026.findings-acl.370/)**Wei Fan, Wenlin Yao, Zheng Li et al.
900. **[DeepPresenter: Environment-Grounded Reflection for Agentic Presentation Generation ↗](https://aclanthology.org/2026.findings-acl.1578/)**Hao Zheng, Guozhao Mo, Xinru Yan et al.

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