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

2,517 papers · page 7 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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601. **[Beyond Sentence-level Labels: Integrating Conversational Context and Personal Experience for Natural Emotional Expression ↗](https://aclanthology.org/2026.findings-acl.940/)**Haiyang Sun, Chenyang Le, Wei Wang et al.
602. **[Beyond Single Plots: A Benchmark for Question Answering on Multi-Charts ↗](https://aclanthology.org/2026.findings-acl.1764/)**Azher Ahmed Efat, Seok Hwan Song, Wallapak Tavanapong
603. **[Beyond Single-Shot: Multi-step Tool Retrieval via Query Planning ↗](https://aclanthology.org/2026.findings-acl.2090/)**Wei Fang, James R. Glass
604. **[Beyond Static Personas: Situational Personality Steering for Large Language Models ↗](https://aclanthology.org/2026.findings-acl.958/)**Zesheng Wei, Mengxiang Li, Zilei Wang et al.
605. **[Beyond Static Profiles: Capturing the Fluidity of User Preferences in Diverse Scenarios ↗](https://aclanthology.org/2026.findings-acl.1033/)**Chunyang Gao, Yi Huang, Jingyu Yao et al.
606. **[Beyond Static Rules: Automated Discovery of Latent Vulnerabilities in Text-to-SQL ↗](https://aclanthology.org/2026.findings-acl.842/)**Hanqing Wang, Yongdong Chi, Jian Yang et al.
607. **[Beyond Static Synthetic Noise: Assessing the Robustness of Large Language Models to Natural Context Variation in the Real World ↗](https://aclanthology.org/2026.findings-acl.1796/)**Yulong Wu, Viktor Schlegel, Riza Batista-Navarro
608. **[Beyond Static Toolsets: Self-Evolving LLM Tool Agents via Continual Documentation Adaptation ↗](https://aclanthology.org/2026.findings-acl.1082/)**Bin Wu, Edgar Meij, Emine Yilmaz
609. **[Beyond Stochastic Exploration: What Makes Training Data Valuable for Agentic Search ↗](https://aclanthology.org/2026.findings-acl.160/)**Chuzhan Hao, Wenfeng Feng, Guochao Jiang et al.
610. **[Beyond Superficial Tests: Adversarial Refinement for Reliable Property-Based Testing ↗](https://aclanthology.org/2026.findings-acl.683/)**Xiao Li, Runlin Liu, Zhe Zhang et al.
611. **[Beyond Task-Level Context: Class-Conditional Context Vectors for Implicit In-Context Learning ↗](https://aclanthology.org/2026.findings-acl.1527/)**Jianxin Zhang, Yilu Hu, Teng Liu et al.
612. **[Beyond Templates: Dynamic Adaptation of Reasoning Demonstrations via Feasibility-Aware Exploration ↗](https://aclanthology.org/2026.findings-acl.327/)**Yong Wu, Weihang Pan, Ke Li et al.
613. **[Beyond Topology: Generative Node Importance Estimation via Structure-Guided Semantic Reasoning ↗](https://aclanthology.org/2026.findings-acl.664/)**Kuofei Fang, Siyan Wu, Yu Guo et al.
614. **[Beyond Transcription: Unified Audio Schema for Perception-Aware AudioLLMs ↗](https://aclanthology.org/2026.findings-acl.967/)**Linhao Zhang, Yuhan Song, Aiwei Liu et al.
615. **[Beyond Uniform SVD: Dual-Level Optimization across Columns and Modules for LLM Compression ↗](https://aclanthology.org/2026.findings-acl.912/)**Lin Xv, Xian Gao, Ting Liu et al.
616. **[Beyond Unimodal Shortcuts: MLLMs as Cross-Modal Reasoners for Grounded Named Entity Recognition ↗](https://aclanthology.org/2026.findings-acl.2162/)**Jinlong Ma, Yu Zhang, Xuefeng Bai et al.
617. **[Beyond a Single Extractor: Re-thinking HTML-to-Text Extraction for LLM Pre-training ↗](https://aclanthology.org/2026.findings-eacl.307/)**Jeffrey Li, Joshua P Gardner, Doug Kang et al.
618. **[Beyond the Safety Tax: Mitigating Unsafe Text-to-Image Generation via External Safety Rectification ↗](https://aclanthology.org/2026.findings-acl.1394/)**Xiangtao Meng, Yingkai Dong, Ning Yu et al.
619. **[Beyond the Singular: Revealing the Value of Multiple Generations in Benchmark Evaluation ↗](https://aclanthology.org/2026.findings-acl.488/)**Wenbo Zhang, Hengrui Cai, Wenyu Chen
620. **[BiCSRouter: Bi-Level Cross-System Routing for Utility-Aware LLM Inference ↗](https://aclanthology.org/2026.findings-acl.947/)**Mao Keyu, Eiki Murata, Ukyo Honda
621. **[Bias Dynamics in BabyLMs: Towards a Compute-Efficient Sandbox for Democratising Pre-Training Debiasing ↗](https://aclanthology.org/2026.findings-acl.1668/)**Filip Trhlík, Andrew Caines, Paula Buttery
622. **[Bias in the East, Bias in the West: A Bilingual Analysis of LLM Political Bias on U.S.- and China-Related Issues ↗](https://aclanthology.org/2026.findings-eacl.122/)**Ying Ying Lim, Paul Röttger
623. **[BiasGRPO: Stabilizing Bias Mitigation in High-Variance Reward Landscapes via Group-Relative Policy Optimization ↗](https://aclanthology.org/2026.findings-acl.2052/)**Saket Reddy, Ke Yang, ChengXiang Zhai
624. **[Bidirectional Semantic Enhancement for Schema Routing Across Large-Scale Databases ↗](https://aclanthology.org/2026.findings-acl.369/)**Yuyang Wu, Xiaoliang Wang, Cam-Tu Nguyen
625. **[Binary Token-Level Classification with DeBERTa for All-Type MWE Identification: A Lightweight Approach with Linguistic Enhancement ↗](https://aclanthology.org/2026.findings-eacl.135/)**Diego Rossini, Lonneke van der Plas
626. **[BioVLM: Routing Prompts, Not Parameters, for Cross-Modality Generalization in Biomedical VLMs ↗](https://aclanthology.org/2026.findings-acl.2036/)**Mainak Singha, Tanisha Gupta, Ankit Jha et al.
627. **[Biomed-Enriched: Data-Efficient Biomedical Pretraining via Paragraph-Level Annotation ↗](https://aclanthology.org/2026.findings-acl.1713/)**Rian Touchent, Nathan Godey, Éric Villemonte de la Clergerie
628. **[BitBypass: A New Direction in Jailbreaking Aligned Large Language Models with Bitstream Camouflage ↗](https://aclanthology.org/2026.findings-eacl.198/)**Kalyan Nakka, Nitesh Saxena
629. **[BizCompass: Benchmarking the Reasoning Capabilities of LLMs in Business Knowledge and Applications ↗](https://aclanthology.org/2026.findings-acl.1198/)**Jianing Hao, Yuhe Wu, Yuanjian Xu et al.
630. **[BloomEval: A Bloom's Cognitive Taxonomy-Based Benchmark for Evaluating LRMs via Cognitive Hierarchy Trace ↗](https://aclanthology.org/2026.findings-acl.1262/)**Zhiyi Duan, Lei Gao, Jiangshan Guan et al.
631. **[BnMMLU: Measuring Massive Multitask Language Understanding in Bengali ↗](https://aclanthology.org/2026.findings-acl.593/)**Saman Sarker Joy, Swakkhar Shatabda
632. **[Born Pragmatic, Trained to Hallucinate? Quantifying the Origins of Contextual Bias in LLMs via the PaCE Benchmark ↗](https://aclanthology.org/2026.findings-acl.959/)**Ziming Li, Yu Tian, Tian Lan et al.
633. **[BoundRL: Efficient Token-level Structured Text Segmentation through Reinforced Boundary Generation ↗](https://aclanthology.org/2026.findings-acl.1733/)**Haoyuan Li, Zhengyuan Shen, Sullam Jeoung et al.
634. **[Break Through the Compression Bottleneck: From Theory to Practice ↗](https://aclanthology.org/2026.findings-acl.1557/)**Xiusheng Huang, Lu Wang, Yequan Wang et al.
635. **[Breaking Consensus Bias: Unsupervised Reinforcement Learning for Machine Translation ↗](https://aclanthology.org/2026.findings-acl.1042/)**Shuting Jiang, Ran Song, Siqi Zhang et al.
636. **[Breaking Contextual Inertia: Reinforcement Learning with Single-Turn Anchors for Stable Multi-Turn Interaction ↗](https://aclanthology.org/2026.findings-acl.313/)**Xingwu Chen, Zhanqiu Zhang, Steven Y. Guo et al.
637. **[Breaking Language Preference in Multilingual RAG via Language-Controllable Retrieval and Language-Agnostic Reasoning ↗](https://aclanthology.org/2026.findings-acl.374/)**Wenshuai Huo, Xiaocheng Feng, Baohang Li et al.
638. **[Breaking the Autoregressive Chain: Hyper-Parallel Decoding for Efficient LLM-Based Attribute Value Extraction ↗](https://aclanthology.org/2026.findings-acl.1832/)**Theodore Glavas, Nikhita Vedula, Dushyanta Dhyani et al.
639. **[Breaking the Evaluation Paradox: Evaluating High-Entropy Search with Computationally Irreducible Constraints ↗](https://aclanthology.org/2026.findings-acl.1406/)**Juntao Wu, Wei Wen, Xianting Huang et al.
640. **[Breaking the Static Graph: Context-Aware Traversal for Graph-Based RAG ↗](https://aclanthology.org/2026.findings-acl.290/)**Kwun Hang Lau, Fangyuan Zhang, Boyu Ruan et al.
641. **[Breaking the “Provable Security”: Detecting Finite-Precision Artifacts in LLM-based Steganography via Low-Probability Vanishing ↗](https://aclanthology.org/2026.findings-acl.1013/)**Wenzhao Cao, Yaofei Wang, Donghui Hu
642. **[Bridging Cognition and Affect: Emotion-Aware Opinion Summarization using LLMs](https://md.research.elamur.ai/free/en/papers/attri-2026-bridging-cognition-affect-emotion-aware/)**Arnav Attri, Anuj Attri*our summary*
643. **[Bridging Reasoning and Action: Hybrid LLM–RL Framework for Efficient Cross-Domain Task-Oriented Dialogue ↗](https://aclanthology.org/2026.findings-acl.633/)**Yangyang Zhao, Linfan Dai, Li Cai et al.
644. **[Bridging SFT and RL: Dynamic Policy Optimization for Robust Reasoning ↗](https://aclanthology.org/2026.findings-acl.219/)**Taojie Zhu, Dongyang Xu, Ding Zou et al.
645. **[Bridging the Culture Gap: A Framework for LLM-Driven Socio-Cultural Localization of Math Word Problems in Low-Resource Languages](https://md.research.elamur.ai/free/en/papers/azime-2026-bridging-culture-gap-framework-llm/)**Israel Abebe Azime, Tadesse Destaw Belay, Dietrich Klakow et al.*our summary*
646. **[Bridging the Temporal Gap in Multimodal LLMs: Deeply Stacking Temporal Tokens for Audio-Visual Speech Recognition ↗](https://aclanthology.org/2026.findings-acl.1381/)**Liyong Wang, Junliang Xing, Tianyu Hu et al.
647. **[BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents ↗](https://aclanthology.org/2026.findings-acl.21/)**Litu Ou, Kuan Li, Huifeng Yin et al.
648. **[BubbleRAG: Interactive Cognitive Offloading with Thought Bubble in Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.findings-acl.2163/)**Fuda Ye, Jiachuan Wang, Yongqi Zhang et al.
649. **[Budget-Aware Anytime Reasoning with LLM-Synthesized Preference Data ↗](https://aclanthology.org/2026.findings-acl.417/)**Xuanming Zhang, Shwan Ashrafi, Aziza Mirsaidova et al.
650. **[Budget-Aware Routing for Long Clinical Text ↗](https://aclanthology.org/2026.findings-acl.2114/)**Khizar Qureshi, Geoffrey Martin, Yifan Peng
651. **[Bypassing Neural Evaluations for Fast Audio Editing via Adaptive Trajectory Extrapolation ↗](https://aclanthology.org/2026.findings-acl.820/)**Xiaoqian Liu, Zhengkun Ge, Jianjin Wang et al.
652. **[C$^2$DLM: Causal Concept-Guided Diffusion Large Language Models ↗](https://aclanthology.org/2026.findings-acl.40/)**Kairong Han, Nuanqiao Shan, Ziyu Zhao et al.
653. **[C$^3$D: Enhancing LLM Reasoning via Confidence-Guided Contrastive Decoding ↗](https://aclanthology.org/2026.findings-acl.33/)**Yufeng Zhang, Xuepeng Wang, Lingxiang Wu et al.
654. **[C-ReD: A Comprehensive Chinese Benchmark for AI-Generated Text Detection Derived from Real-World Prompts ↗](https://aclanthology.org/2026.findings-acl.2119/)**Chenxi Qing, Junxi Wu, Zheng Liu et al.
655. **[CAGenMol: Condition-Aware Diffusion Language Model for Goal-Directed Molecular Generation ↗](https://aclanthology.org/2026.findings-acl.232/)**Yanting Li, Zhuoyang Jiang, Enyan Dai et al.
656. **[CAIR: Causal Adaptive Information-based Reinforcement Learning for Multimodal Emotion Reasoning ↗](https://aclanthology.org/2026.findings-acl.1263/)**Fengyu Zhang, Bin Liu, Jianhua Tao et al.
657. **[CAMO: An Agentic Framework for Automated Causal Discovery from Micro Behaviors to Macro Emergence in LLM Agent Simulations ↗](https://aclanthology.org/2026.findings-acl.1224/)**Xiangning Yu, Yuwei Guo, Yuqi Hou et al.
658. **[CANDICE: Agentic Causal Disentanglement with Class Conditional Knowledge Integration for Long Tailed Domain Generalization ↗](https://aclanthology.org/2026.findings-acl.2018/)**Midhat Urooj, Ayan Banerjee, Sandeep Gupta
659. **[CAPA: Contribution-Aware Pruning and FFN Approximation for Efficient Large Vision-Language Models ↗](https://aclanthology.org/2026.findings-acl.1371/)**Samyak Jha, Junho Kim
660. **[CAR: Empowering Agents with Dynamic Tool Synthesis and Global Trajectory Rectification ↗](https://aclanthology.org/2026.findings-acl.869/)**Kai Wang, Xu Wang, Zhiyuan Fu et al.
661. **[CARE-CR: Context-Aware Routing and Expert Fusion for Multi-Preference Cognitive Restructuring ↗](https://aclanthology.org/2026.findings-acl.1030/)**Hongzhi Qi, Liangcheng Wang, Yijing YU et al.
662. **[CARL: Constraint-Aware Reinforcement Learning for Planning with LLMs ↗](https://aclanthology.org/2026.findings-acl.1069/)**Qiuyi Qi, Jinjian Zhang, Mutian Bao et al.
663. **[CARO: Chain-of-Analogy Reasoning Optimization for Robust Content Moderation ↗](https://aclanthology.org/2026.findings-acl.1442/)**Bingzhe Wu, Haotian Lu, Yuchen Mou
664. **[CAST: Achieving Stable LLM-based Text Analysis for Data Analytics ↗](https://aclanthology.org/2026.findings-acl.113/)**Jinxiang Xie, Zihao Li, Wei He et al.
665. **[CCTVBench: Contrastive Consistency Traffic VideoQA Benchmark for Multimodal LLMs ↗](https://aclanthology.org/2026.findings-acl.1089/)**Xingcheng Zhou, Hao Guo, Rui Song et al.
666. **[CE-RM: A Pointwise Generative Reward Model Optimized via Two-Stage Rollout and Unified Criteria ↗](https://aclanthology.org/2026.findings-acl.982/)**Xinyu Hu, Yancheng He, Weixun Wang et al.
667. **[CEAID: Benchmark of Multilingual Machine-Generated Text Detection Methods for Central European Languages ↗](https://aclanthology.org/2026.findings-acl.1458/)**Dominik Macko, Jakub Kopál
668. **[CEMT:Controllable Element-Oriented Machine Translation via Structured Linguistic Reasoning ↗](https://aclanthology.org/2026.findings-acl.1882/)**Lingling Shi, Haoyu Jin, Ruiyu Fang et al.
669. **[CFlowPsyD: An Analysis-Enhanced Dataset for Asynchronous Psychological Counseling through Self-Optimizing Multi-Agent Framework ↗](https://aclanthology.org/2026.findings-acl.328/)**Donghao Li, Yifan Deng, Jinta Weng et al.
670. **[CLAG: Adaptive Memory Organization via Agent-Driven Clustering for Small Language Model Agents ↗](https://aclanthology.org/2026.findings-acl.824/)**Taeyun Roh, WonJune Jang, Junha Jung et al.
671. **[CLARO: Controlled Attribute-Driven Reasoning Optimization for Efficient Chain-of-Thought ↗](https://aclanthology.org/2026.findings-acl.1335/)**Oded Schlesinger, Young Kyung Kim, J. Matias Di Martino et al.
672. **[CLEAR-3K: Assessing Causal Explanatory Capabilities in Language Models ↗](https://aclanthology.org/2026.findings-eacl.163/)**Naiming Liu, Richard Baraniuk, Shashank Sonkar
673. **[CLICKER: Cross-Lingual Knowledge Editing via In-Context Learning with Adaptive Stepwise Reasoning ↗](https://aclanthology.org/2026.findings-eacl.264/)**Zehui Jiang, Xin Zhao, Yuta Kumadaki et al.
674. **[CLaRE-ty Amid Chaos: Quantifying Representational Entanglement to Predict Ripple Effects in LLM Editing ↗](https://aclanthology.org/2026.findings-acl.1469/)**Manit Baser, Alperen Yildiz, Dinil Mon Divakaran et al.
675. **[CLaS-Bench: A Cross-Lingual Alignment and Steering Benchmark ↗](https://aclanthology.org/2026.findings-acl.1086/)**Daniil Gurgurov, Yusser Al Ghussin, Tanja Baeumel et al.
676. **[CLewR: Curriculum Learning with Restarts for Machine Translation Preference Learning ↗](https://aclanthology.org/2026.findings-acl.1024/)**Alexandra Dragomir, Florin Brad, Radu Tudor Ionescu
677. **[CMIG: Conceptual Metaphor Theory-Inspired Framework for Metaphorical Image Generation ↗](https://aclanthology.org/2026.findings-acl.1189/)**Qingbao Huang, Cheng Yang, Jiawei Yao et al.
678. **[COCOGEC: Counterfactual Generation for Robust Grammatical Error Correction ↗](https://aclanthology.org/2026.findings-acl.195/)**Qianyu Wang, Xiaoman Wang, Yuanyuan Liang et al.
679. **[CODEPROMPTZIP: Code-specific Prompt Compression for Retrieval-Augmented Generation in Coding Tasks with LMs ↗](https://aclanthology.org/2026.findings-acl.1384/)**Pengfei He, Shaowei Wang, Tse-Hsun Chen
680. **[COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values ↗](https://aclanthology.org/2026.findings-eacl.288/)**Siwei Wu, JinCheng Ren, Xeron Du et al.
681. **[COMPEL: Compensated Mixture-of-Experts Pruning with Expert-Layer distribution ↗](https://aclanthology.org/2026.findings-acl.1521/)**Seohee Yoon, Yong Suk Choi
682. **[CORAL: Adaptive Retrieval Loop for Culturally-Aligned Multilingual RAG ↗](https://aclanthology.org/2026.findings-acl.1356/)**Nayeon Lee, Jiwoo Song, Byeongcheol Kang
683. **[CORD: Bridging the Audio–Text Reasoning Gap via Weighted On-policy Cross-modal Distillation ↗](https://aclanthology.org/2026.findings-acl.1581/)**Hu Jing, Danxiang Zhu, Xianlong Luo et al.
684. **[CORES: Code-Oriented Reasoning for Complex Text-to-SQL and Generalizable TableQA ↗](https://aclanthology.org/2026.findings-acl.237/)**Meng Zhang, Ruochun Jin, Yuanxi Peng et al.
685. **[CPC-GRPO: Answer-Free Reinforcement Learning with Cross-Prompt Consensus Rewards ↗](https://aclanthology.org/2026.findings-acl.1486/)**Gyunyeop Kim, Sangwoo Kang
686. **[CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning ↗](https://aclanthology.org/2026.findings-acl.1387/)**Chengtao Gan, Zhiqiang Liu, Long Jin et al.
687. **[CRISP: Compressing Redundancy in Chain-of-Thought via Intrinsic Saliency Pruning ↗](https://aclanthology.org/2026.findings-acl.1961/)**Yangsong Lan, Hongliang Dai, Piji Li
688. **[CRPS: Curriculum Replay via Progressive Suffixes from Successful Trajectories for Long-Horizon LLM Agents ↗](https://aclanthology.org/2026.findings-acl.680/)**Zijing Zhang, Xiajie Yang
689. **[CSI: An Investigative Multi-Agent Framework for Explainable Short Video Fake News Detection ↗](https://aclanthology.org/2026.findings-acl.1274/)**Yuxin Wang, Yang Yang, Huaiwen Zhang
690. **[CSMCIR: CoT-Enhanced Symmetric Alignment with Memory Bank for Composed Image Retrieval ↗](https://aclanthology.org/2026.findings-acl.216/)**Zhipeng Qian, Zihan Liang, Yufei Ma et al.
691. **[CTRL: Control-Based Time Series Forecasting with LLM-Guided Residual Learning ↗](https://aclanthology.org/2026.findings-acl.1104/)**Minkyoung Kim, Daeun Ji, Yohan Lee et al.
692. **[CURaTE: Continual Unlearning in Real Time with Ensured Preservation of LLM Knowledge ↗](https://aclanthology.org/2026.findings-acl.1102/)**Seyun Bae, Seokhan Lee, Eunho Yang
693. **[CVRH: Cross-modal Variational Role Hypergraph Network via Semantic Enhancement for Multi-modal Event Argument Extraction ↗](https://aclanthology.org/2026.findings-acl.978/)**Bangze Pan, Yang Li, Ruili Pu et al.
694. **[CaM-HG: Causal-Enhanced MoE and Hypergraphs Network for Incomplete Multimodal Emotion Recognition in Conversations ↗](https://aclanthology.org/2026.findings-acl.813/)**Mingjian Yang, Yong Wang, Peng Liu et al.
695. **[CaPEdit: Capability-Preserving Lifelong Knowledge Editing For Language Models ↗](https://aclanthology.org/2026.findings-acl.770/)**Song-Li Wu, Zhaocheng Du, Xianquan Wang et al.
696. **[CaRVE: Critiquing and Refining Visual Elaborations for Figurative Language Illustrations ↗](https://aclanthology.org/2026.findings-acl.2122/)**Manishit Kundu, Tejomay Kishor Padole, Sumit Shekhar et al.
697. **[Calibrated Progressive Distillation: Co-Designing Curriculum and Target Mixing for Knowledge Distillation of Large Language Models ↗](https://aclanthology.org/2026.findings-acl.335/)**Mengxiang Zhang, Lingyuan Liu
698. **[Calibrating Model-Based Evaluation Metrics for Summarization ↗](https://aclanthology.org/2026.findings-acl.1760/)**Hongye Liu, Dhanajit Brahma, Ricardo Henao
699. **[Can AI Revise Research Papers with Human Review Feedback? An Empirical Study and Benchmark ↗](https://aclanthology.org/2026.findings-acl.887/)**Zihan Luo, Hong Huang, Jianxun Lian et al.
700. **[Can Calibration of Positional Encodings Enhance Long Context Utilization? ↗](https://aclanthology.org/2026.findings-eacl.120/)**Tom Zehle, Matthias Aßenmacher

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