---
title: "ACL 2026 — all accepted papers, page 10 — the most cited first"
description: "All 2,650 papers of ACL 2026 · page 10 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 10 of 27 · the most cited first · [← ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/)

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901. **[DiVE: Decoupling Intra-layer Visual Evidence for Mitigating Hallucinations in Large Vision-Language Models ↗](https://aclanthology.org/2026.acl-long.1742/)**Xinwei Li, Li Lin, Hui Jiao et al. · Long Papers
902. **[DiZiNER: Disagreement-guided Instruction Refinement via Simulating Pilot Annotation for Zero-shot Named Entity Recognition ↗](https://aclanthology.org/2026.acl-long.795/)**Siun Kim, Hyung-Jin Yoon · Long Papers
903. **[Diagnose, Then Repair: A Two-Stage MQM-Guided Post-Editing Framework for Domain-Specific Machine Translation](https://md.research.elamur.ai/free/en/papers/wang-2026-diagnose-then-repair-two-stage/)**Ji Hun Wang, Siyu Wu · Industry Track*our summary*
904. **[Diagnosing Hidden Instabilities in Model Editing via Uncertainty Quantification ↗](https://aclanthology.org/2026.acl-long.1502/)**Zihan Gu, TianYi Zhang, Xinyan Zhang et al. · Long Papers
905. **[Diagnosing Spatial Consistency across Perspectives and Viewpoints in Large Vision-Language Models ↗](https://aclanthology.org/2026.acl-long.1514/)**Yoonji Kim, Jieun Kim, Yujin Jeong et al. · Long Papers
906. **[Diagnosing and Remedying Representation Deficiencies for Deterministic Reasoning in KGQA ↗](https://aclanthology.org/2026.acl-long.2086/)**Gewen Liang, Mufan Xu, Kehai Chen et al. · Long Papers
907. **[DialDefer: A Framework for Detecting and Mitigating LLM Dialogic Deference ↗](https://aclanthology.org/2026.acl-long.2067/)**Parisa Rabbani, Priyam Sahoo, Ruben Mathew et al. · Long Papers
908. **[DialogGuard: Multi-Agent Psychosocial Safety Evaluation Interface of Sensitive LLM Responses ↗](https://aclanthology.org/2026.acl-demo.19/)**Han Luo, Guy Laban · System Demonstrations
909. **[Dialogue is the Plan: From Interface to Joint Action in Agentic AI ↗](https://aclanthology.org/2026.acl-short.63/)**Mert Inan, Malihe Alikhani, Anthony Sicilia · Short Papers
910. **[Diff4TST: Masked Diffusion Language Model for Text Style Transfer](https://md.research.elamur.ai/free/en/papers/ma-2026-diff4tst-masked-diffusion-language-model/)**Xinchen Ma, Gaole He, Yunshi Lan et al. · Long Papers*our summary*
911. **[Difference in Task Performance on Sparse Speech Representations ↗](https://aclanthology.org/2026.acl-long.1303/)**Wenjie Peng, Chen Chen, Thomas Hain · Long Papers
912. **[Different types of syntactic agreement recruit the same units within large language models ↗](https://aclanthology.org/2026.acl-long.7/)**Daria Kryvosheieva, Andrea Gregor de Varda, Evelina Fedorenko et al. · Long Papers
913. **[Difficulty-Controllable Cloze Question Distractor Generation ↗](https://aclanthology.org/2026.acl-long.854/)**Seokhoon Kang, Yejin Jeon, Seonjeong Hwang et al. · Long Papers
914. **[Diffuse Thinking: Exploring Diffusion Language Models as Efficient Thought Proposers for Reasoning ↗](https://aclanthology.org/2026.acl-long.1231/)**Chenyang Shao, Sijian Ren, Fengli Xu et al. · Long Papers
915. **[Diffusion-Pretrained Dense and Contextual Embeddings ↗](https://aclanthology.org/2026.acl-industry.69/)**Sedigheh Eslami, Maksim Gaiduk, Markus Krimmel et al. · Industry Track
916. **[DiningBench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain ↗](https://aclanthology.org/2026.acl-long.1630/)**Song Jin, Juntian Zhang, Xun Zhang et al. · Long Papers
917. **[DisCal: Distribution-Aware Calibration for Mathematical Reasoning Under Character-Level Noisy Inputs ↗](https://aclanthology.org/2026.acl-long.660/)**Bo Zhang, Jiawei Zhang, Cong Gao et al. · Long Papers
918. **[DisCo_Speech: Controllable Zero-Shot Speech Generation with A Disentangled Speech Codec ↗](https://aclanthology.org/2026.acl-long.863/)**Tao Li, Wenshuo Ge, Zhichao Wang et al. · Long Papers
919. **[Disco-RAG: Discourse-Aware Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.acl-long.189/)**Dongqi Liu, Hang Ding, Qiming Feng et al. · Long Papers
920. **[Discourse Coherence and Response-Guided Context Rewriting for Multi-Party Dialogue Generation ↗](https://aclanthology.org/2026.acl-long.877/)**Zhiyu Cao, Peifeng Li, Qiaoming Zhu · Long Papers
921. **[Discourse Realization of Generics in Human and LLM-generated Texts ↗](https://aclanthology.org/2026.acl-long.1521/)**Søren Kirkegaard Fomsgaard, Martial Pastor, Gaël Dias et al. · Long Papers
922. **[Discover and Prove: An Open-source Agentic Framework for Hard Mode Automated Theorem Proving in Lean 4 ↗](https://aclanthology.org/2026.acl-long.3/)**Chengwu Liu, Yichun Yin, Ye Yuan et al. · Long Papers
923. **[Discovering Properties of Inflectional Morphology in Neural Emergent Communication ↗](https://aclanthology.org/2026.acl-long.1494/)**Miles Gilberti, Shane Storks, Huteng Dai · Long Papers
924. **[Discovering a Shared Logical Subspace: Steering LLM Logical Reasoning via Alignment of Natural-Language and Symbolic Views ↗](https://aclanthology.org/2026.acl-long.1806/)**Feihao Fang, My T. Thai, Yuanyuan Lei · Long Papers
925. **[Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models ↗](https://aclanthology.org/2026.acl-long.687/)**Xiutian Zhao, Björn Schuller, Berrak Sisman · Long Papers
926. **[Discovery and Reinforcement of Tool-Integrated Reasoning Chains via Rollout Trees ↗](https://aclanthology.org/2026.acl-long.649/)**Kun Li, Zenan Xu, Junan Li et al. · Long Papers
927. **[Disentangling Linguistic Relatedness from Task Alignment in Cross-Lingual Transfer ↗](https://aclanthology.org/2026.acl-srw.62/)**Ahmed Haj Ahmed, Ruochen Zhang, Alvin C Grissom II · Student Research Workshop
928. **[Disentangling Meaning and Language Components in Diverse Multilingual Sentence Embeddings ↗](https://aclanthology.org/2026.acl-srw.102/)**Kanade Nonomura, Keita Fukushima, Risa Kondo et al. · Student Research Workshop
929. **[Disentangling Reasoning Logic to Resolve Explicit Knowledge Conflicts ↗](https://aclanthology.org/2026.acl-long.1451/)**Xianda Zheng, Zijian Huang, Meng-Fen Chiang et al. · Long Papers
930. **[Disentangling the Effects of Unlearning in Measuring Parametric Faithfulness of Chain-of-Thought ↗](https://aclanthology.org/2026.acl-srw.36/)**Ryo Mitsuhashi, Gaku Morio, Ayana Niwa et al. · Student Research Workshop
931. **[Distilling Large Embeddings via Hyperspherical Householder Quantization ↗](https://aclanthology.org/2026.acl-long.482/)**Yihang Wang, Bin Wu, Yueyang Su et al. · Long Papers
932. **[Distributional Clarity: The Hidden Driver of RL-Friendliness in Large Language Models ↗](https://aclanthology.org/2026.acl-long.1004/)**Shaoning Sun, Mingzhu Cai, Huang He et al. · Long Papers
933. **[Diversity in Unity, Theory in Practice: Hierarchical Multitask Benchmarks for Chinese Minority Languages ↗](https://aclanthology.org/2026.acl-long.1684/)**Yijie Li, Xi Cao, Yuan Sun et al. · Long Papers
934. **[Diving into the Decoding Space of Non-Autoregressive Models via Lexically Constrained Search ↗](https://aclanthology.org/2026.acl-short.74/)**Chenyang Huang, Osmar Zaiane · Short Papers
935. **[Do LLMs Capture Embodied Cognition and Cultural Variation? Cross-Linguistic Evidence from Demonstratives ↗](https://aclanthology.org/2026.acl-long.461/)**Yu Wang, Emmanuele Chersoni, Chu-Ren Huang · Long Papers
936. **[Do LLMs Encode Functional Importance of Reasoning Tokens ? ↗](https://aclanthology.org/2026.acl-long.1419/)**Janvijay Singh, Dilek Hakkani-Tür · Long Papers
937. **[Do LLMs Know Tool Irrelevance? Demystifying Structural Alignment Bias in Tool Invocations ↗](https://aclanthology.org/2026.acl-long.1473/)**Yilong Liu, Xixun Lin, Pengfei Cao et al. · Long Papers
938. **[Do LLMs Really Memorize Personally Identifiable Information? Revisiting PII Leakage with a Cue-Controlled Memorization Framework ↗](https://aclanthology.org/2026.acl-long.1560/)**Xiaoyu Luo, Yiyi Chen, Qiongxiu Li et al. · Long Papers
939. **[Do LLMs Really Need 10+ Thoughts for “Find the Time 1000 Days Later”? Towards Structural Understanding of LLM Overthinking ↗](https://aclanthology.org/2026.acl-long.773/)**Xinliang Frederick Zhang, Anhad Mohananey, Alexandra Chronopoulou et al. · Long Papers
940. **[Do MLLMs Capture How Interfaces Guide User Behavior? A Benchmark for Multimodal UI/UX Design Understanding ↗](https://aclanthology.org/2026.acl-long.2049/)**Jaehyun Jeon, Min Soo Kim, Janghan Yoon et al. · Long Papers
941. **[Do Morals Guide How LLMs Think? The Role of Ethical Perspectives in General Problem Solving ↗](https://aclanthology.org/2026.acl-long.2002/)**Iseo Kim, Eunjin Hong, Juae Kim · Long Papers
942. **[Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error ↗](https://aclanthology.org/2026.acl-long.363/)**Chenming Tang, Hsiu-Yuan Huang, Weijie Liu et al. · Long Papers
943. **[Doc-$V^*$: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA ↗](https://aclanthology.org/2026.acl-long.2129/)**Yuanlei Zheng, Pei Fu, Hang Li et al. · Long Papers
944. **[Does Locality Cost in Polish Medical Text Classification? Duplicate-Aware Evaluation of Federated Learning ↗](https://aclanthology.org/2026.acl-srw.44/)**Daniel Cieślak, Andrzej Czyżewski · Student Research Workshop
945. **[Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory ↗](https://aclanthology.org/2026.acl-long.1232/)**Sen Hu, Yuxiang Wei, Jiaxin Ran et al. · Long Papers
946. **[Does RLVR Extend Reasoning Boundaries? Investigating Capability Expansion in Vision-Language Models ↗](https://aclanthology.org/2026.acl-long.2102/)**Minghe Shen, Zhuo Zhi, Chonghan Liu et al. · Long Papers
947. **[Does Self-Consistency Improve the Recall of Encyclopedic Knowledge? ↗](https://aclanthology.org/2026.acl-short.2/)**Sho Hoshino, Ukyo Honda, Peinan Zhang · Short Papers
948. **[Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles ↗](https://aclanthology.org/2026.acl-srw.65/)**Upasana Chatterjee · Student Research Workshop
949. **[Domain Generalizable AI Guardrails with Augmented Policy Training ↗](https://aclanthology.org/2026.acl-long.748/)**Minqian Liu, Ioana Baldini, David Rabinowitz et al. · Long Papers
950. **[Don't Act Blindly: Robust GUI Automation via Action-Effect Verification and Self-Correction ↗](https://aclanthology.org/2026.acl-long.1335/)**Yuzhe Zhang, Xianwei Xue, Xingyong Wu et al. · Long Papers
951. **[Don't Adapt Small Language Models for Tools; Adapt Tool Schemas to the Models ↗](https://aclanthology.org/2026.acl-long.948/)**Jonggeun Lee, Woojung Song, Jongwook Han et al. · Long Papers
952. **[Don't Corrupt the Fact: A Trustworthy RAG Watermarking Framework based on Dual Factual Shield ↗](https://aclanthology.org/2026.acl-long.2075/)**Hao Huang, JiaTang Luo, Ruihua Zhou et al. · Long Papers
953. **[Don't Stop Early: Scalable Enterprise Deep Research with Controlled Information Flow and Evidence-Aware Termination ↗](https://aclanthology.org/2026.acl-industry.116/)**Prafulla Kumar Choubey, Kung-Hsiang Huang, Pranav Narayanan Venkit et al. · Industry Track
954. **[Double: Breaking the Acceleration Limit via Double Retrieval Speculative Parallelism ↗](https://aclanthology.org/2026.acl-long.879/)**Yuhao Shen, Tianyu Liu, Junyi Shen et al. · Long Papers
955. **[Draft, Verify, Restore: Self-Refining Historical Inscription Restoration with a Unified MLLM ↗](https://aclanthology.org/2026.acl-long.1254/)**Yuyi Zhang, Junle Liu, Peirong Zhang et al. · Long Papers
956. **[DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition ↗](https://aclanthology.org/2026.acl-industry.44/)**Le Zhang, Shengming Zhang, Rui Zha et al. · Industry Track
957. **[Dual Activation-Weight Sparsity: A Training-Free Framework for Efficient Large Language Model Compression ↗](https://aclanthology.org/2026.acl-long.378/)**Luoyang Sun, Guangyan Li, Cheng Deng et al. · Long Papers
958. **[Dual Alignment Between Language Model Layers and Human Sentence Processing ↗](https://aclanthology.org/2026.acl-long.2143/)**Tatsuki Kuribayashi, Alex Warstadt, Yohei Oseki et al. · Long Papers
959. **[Dual-Axis Generative Reward Model Toward Semantic and Turn-taking Robustness in Interactive Spoken Dialogue Models ↗](https://aclanthology.org/2026.acl-long.6/)**Yifu Chen, Shengpeng Ji, Zhengqing Liu et al. · Long Papers
960. **[Dual-Cluster Memory Agent: Resolving Multi-Paradigm Ambiguity in Optimization Problem Solving ↗](https://aclanthology.org/2026.acl-long.266/)**Xinyu Zhang, Yuchen Wan, Boxuan Zhang et al. · Long Papers
961. **[DyBBT: Dynamic Balance via Bandit-inspired Targeting for Dialog Policy with Cognitive Dual Systems ↗](https://aclanthology.org/2026.acl-long.2180/)**Shuyu Zhang, Yifan Wei, Jialuo Yuan et al. · Long Papers
962. **[Dynamic Emotion and Personality Profiling for Multimodal Deception Detection ↗](https://aclanthology.org/2026.acl-long.181/)**Li Zheng, Yanyi Luo, Hao Fei et al. · Long Papers
963. **[Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models ↗](https://aclanthology.org/2026.acl-long.1764/)**Eric Hanchen Jiang, Levina Li, Frank Wan et al. · Long Papers
964. **[Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models ↗](https://aclanthology.org/2026.acl-long.1205/)**Boyan Han, Yiwei Wang, Yi Song et al. · Long Papers
965. **[Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning ↗](https://aclanthology.org/2026.acl-long.365/)**Zhuoen Chen, Dongfang Li, Meishan Zhang et al. · Long Papers
966. **[Dynamic Meta-Metrics: Source-Sentence Conditioned Weighting for MT Evaluation](https://md.research.elamur.ai/free/en/papers/zhang-2026-dynamic-meta-metrics-source-sentence/)**Luke Zhang, Justin Vasselli, Aditya Khan et al. · Student Research Workshop*our summary*
967. **[Dynamics of Cognitive Heterogeneity: Investigating Behavioral Biases in Multi-Stage Supply Chains with LLM-Based Simulation ↗](https://aclanthology.org/2026.acl-long.882/)**Jiuyun Jiang, Yuecheng Hong, Bo Yang et al. · Long Papers
968. **[E-ViC: Reasoning Beyond Text via Embodied Visual Chain for Spatial Intelligence ↗](https://aclanthology.org/2026.acl-long.1870/)**Junbo Qi, Yi Zhang, Hanchu Ni et al. · Long Papers
969. **[EA-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment ↗](https://aclanthology.org/2026.acl-long.1420/)**Yixuan Nan, Xixun Lin, Yanmin Shang et al. · Long Papers
970. **[EASE: Entity-Aware Sub-table Generation for Real-world Multi-table QA ↗](https://aclanthology.org/2026.acl-long.10/)**Myunghoon Kang, Dahyun Jung, Suhyune Son et al. · Long Papers
971. **[EDSD: Entropy-Driven Design for Faster Speculative Decoding ↗](https://aclanthology.org/2026.acl-long.2145/)**Longkai Cheng, Ximing Wang, Jiangcai Zhu et al. · Long Papers
972. **[EGSS: Entropy-guided Stepwise Scaling for Reliable Software Engineering ↗](https://aclanthology.org/2026.acl-long.1359/)**Chenhui Mao, Yuanting Lei, Zhixiang Wei et al. · Long Papers
973. **[EIFFEL: a novel benchmark to measure bias of English heavy training on French idiomatic expressions](https://md.research.elamur.ai/free/en/papers/noel-2026-eiffel-novel-benchmark-measure-bias/)**Charlotte Noel, Nicholas Asher, Olivier Gouvert et al. · Long Papers*our summary*
974. **[EMCEE: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context ↗](https://aclanthology.org/2026.acl-long.127/)**Hamin Koo, Jaehyung Kim · Long Papers
975. **[EQUIP: EQUivariant preserving In-Place updates for Efficient Token Pruning ↗](https://aclanthology.org/2026.acl-long.1210/)**Arun Ramachandran, R Govindarajan, Murali Annavaram et al. · Long Papers
976. **[ERCThinker: Fast-Slow Thinking for Emotion Recognition in Conversation ↗](https://aclanthology.org/2026.acl-long.1825/)**Yumeng Fu, Weitao Huang, Junjie Wu et al. · Long Papers
977. **[ES4R: Speech Encoding Based on Prepositive Affective Modeling for Empathetic Response Generation ↗](https://aclanthology.org/2026.acl-long.1708/)**Zhuoyue Gao, Xiaohui Wang, Xiaocui Yang et al. · Long Papers
978. **[ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration ↗](https://aclanthology.org/2026.acl-long.333/)**Yifei Chen, Guanting Dong, Zhicheng Dou · Long Papers
979. **[ETR: Entropy Trend Reward for Efficient Chain-of-Thought Reasoning ↗](https://aclanthology.org/2026.acl-long.799/)**Xuan Xiong, Huan Liu, Li Gu et al. · Long Papers
980. **[EVE: A Domain-Specific LLM Framework for Earth Intelligence ↗](https://aclanthology.org/2026.acl-industry.72/)**Àlex R. Atrio, Antonio Lopez, Jino Rohit et al. · Industry Track
981. **[EVOTOOL: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection ↗](https://aclanthology.org/2026.acl-long.2016/)**Shuo Yang, Caren Han, Xueqi Ma et al. · Long Papers
982. **[EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain ↗](https://aclanthology.org/2026.acl-long.271/)**Yi-Fan Lu, Xian-Ling Mao, Bo Wang et al. · Long Papers
983. **[EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving ↗](https://aclanthology.org/2026.acl-long.2121/)**Mukai Li, Linfeng Song, Zhenwen Liang et al. · Long Papers
984. **[EdgeFormer: Latency-Aware Collaborative Multi-Head Attention of Transformer Inference in Edge Networks ↗](https://aclanthology.org/2026.acl-long.2007/)**Yiming Yao, Jianwei Niu, Bin Dai et al. · Long Papers
985. **[Edit-Aware Reward Modeling for Chinese Grammatical Error Correction ↗](https://aclanthology.org/2026.acl-long.1900/)**Yilin Li, Xiaojun Wan · Long Papers
986. **[Editing the Moving World: Model Editing for Video LLMs ↗](https://aclanthology.org/2026.acl-long.274/)**Qian Zhang, Xinye Li, Xiaokai Wu et al. · Long Papers
987. **[EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios ↗](https://aclanthology.org/2026.acl-long.987/)**Bin Xu, Yu Bai, Huashan Sun et al. · Long Papers
988. **[EduCoder: An Open-Source Annotation System for Education Transcript Data ↗](https://aclanthology.org/2026.acl-demo.59/)**Saad Ashraf, Jim Malamut, Vishal Kumar et al. · System Demonstrations
989. **[Effective Performance Measurement: Challenges and Opportunities in KPI Extraction from Earnings Calls ↗](https://aclanthology.org/2026.acl-industry.100/)**Rasmus T. Aavang, Rasmus Tjalk-Bøggild, Alexandre Iolov et al. · Industry Track
990. **[Effects of Collaboration on the Performance of Interactive Theme Discovery Systems ↗](https://aclanthology.org/2026.acl-long.1968/)**Alvin Po-Chun Chen, Rohan Das, Dananjay Srinivas et al. · Long Papers
991. **[Efficient Agent Evaluation via Diversity-Guided User Simulation ↗](https://aclanthology.org/2026.acl-industry.112/)**Itay Nakash, George Kour, Ateret Anaby Tavor · Industry Track
992. **[Efficient Hyperparameter Optimization for LLM Reinforcement Learning ↗](https://aclanthology.org/2026.acl-long.1271/)**Minping Chen, Bowen Xiao, Du Liang et al. · Long Papers
993. **[Efficient KL Divergence Estimation via Truncated Top-K Integration for Large Language Models ↗](https://aclanthology.org/2026.acl-long.405/)**Xinyuan Wang, Luozhijie Jin, Bo Wang et al. · Long Papers
994. **[Efficient Learned Data Compression via Dual-Stream Feature Decoupling ↗](https://aclanthology.org/2026.acl-long.324/)**Huidong Ma, Xinyan Shi, Sun Hui et al. · Long Papers
995. **[Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion ↗](https://aclanthology.org/2026.acl-long.207/)**Chen Zhang, Jiuheng Lin, Zhiyuan Liao et al. · Long Papers
996. **[Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search ↗](https://aclanthology.org/2026.acl-long.296/)**Wentao Shi, Zichun Yu, Fuli Feng et al. · Long Papers
997. **[Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models ↗](https://aclanthology.org/2026.acl-long.1215/)**Yan Liu, Feng Zhang, Zhanyu Ma et al. · Long Papers
998. **[Efficient Prior-Guided Reasoning for Robust Retrieval-Augmented Generation under Conflicts ↗](https://aclanthology.org/2026.acl-long.1013/)**Xiaowei Yuan, Ziyang Huang, Zhao Yang et al. · Long Papers
999. **[Efficient Process Reward Modeling via Contrastive Mutual Information ↗](https://aclanthology.org/2026.acl-long.1744/)**Nakyung Lee, Sangwoo Hong, Jungwoo Lee · Long Papers
1000. **[Efficient Self-Evaluation for Diffusion Language Models via Sequence Regeneration ↗](https://aclanthology.org/2026.acl-long.298/)**Linhao Zhong, Linyu Wu, Wen Wang et al. · Long Papers

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