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

2,517 papers · page 13 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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1201. **[From Scores to Preferences: Redefining Evaluation Paradigm for Speech Quality Reward Modeling ↗](https://aclanthology.org/2026.findings-acl.1638/)**Yifei Cao, Changhao Jiang, Jiabao Zhuang et al.
1202. **[From Scoring to Explanations: Evaluating SHAP and LLM Rationales for Rubric-based Teaching Quality Assessment ↗](https://aclanthology.org/2026.findings-acl.375/)**Ivo Bueno, Babette Bühler, Philipp Stark et al.
1203. **[From Script to Stage: Automating Experimental Design for Social Simulations with LLMs ↗](https://aclanthology.org/2026.findings-acl.780/)**Yuwei Guo, Zihan Zhao, Xiaowei Liu et al.
1204. **[From Semantics to Style: A Cross-Dataset Comparative Framework for Sentence Similarity Predictions ↗](https://aclanthology.org/2026.findings-eacl.95/)**Yusuke Yamauchi, Akiko Aizawa
1205. **[From Shijing to English and German: Resources and Evaluation for LLM Translation of Early Chinese Poetry ↗](https://aclanthology.org/2026.findings-acl.542/)**Ying Jiao, Meng Sun
1206. **[From Signal Degradation to Computation Collapse: Uncovering the Two Failure Modes of LLM Quantization ↗](https://aclanthology.org/2026.findings-acl.1162/)**Chenxi Zhou, Pengfei Cao, Jiang Li et al.
1207. **[From Static Inference to Dynamic Interaction: A Survey of Streaming Large Language Models ↗](https://aclanthology.org/2026.findings-acl.498/)**Junlong Tong, Zilong Wang, YuJie Ren et al.
1208. **[From Style to Story: A Curriculum Learning Approach for Imitative Novel Generation ↗](https://aclanthology.org/2026.findings-acl.968/)**Xueran Han, Yuhan Liu, Mingzhe Li et al.
1209. **[From Tasks to Teams: A Risk-First Evaluation Framework for Multi-Agent LLM Systems in Finance ↗](https://aclanthology.org/2026.findings-acl.1934/)**Zichen Chen, Jianda Chen, Jiaao Chen et al.
1210. **[From Tokens to Steps: Verification-Aware Speculative Decoding for Efficient Multi-Step Reasoning ↗](https://aclanthology.org/2026.findings-acl.864/)**Kiran Purohit, Ramasuri Narayanam, Soumyabrata Pal
1211. **[From What Is Said to Why It Is Framed: Intent-Aware News Video Understanding ↗](https://aclanthology.org/2026.findings-acl.1945/)**Xiangzheng Kong, Minnan Luo, Wenya Wang et al.
1212. **[From “Thinking” to “Justifying”: Aligning High-Stakes Explainability with Professional Communication Standards ↗](https://aclanthology.org/2026.findings-acl.1232/)**Chen Qian, Yimeng Wang, Yu Chen et al.
1213. **[FrontCoder: Scaling Visual Fidelity in Front-End Code Generation ↗](https://aclanthology.org/2026.findings-acl.220/)**Jun Feng, Jian Yang, Wei Zhang et al.
1214. **[Fundamental Reasoning Paradigms Induce Out-of-Domain Generalization in Language Models ↗](https://aclanthology.org/2026.findings-acl.1653/)**Mingzi Cao, Xingwei Tan, Mahmud Elahi Akhter et al.
1215. **[FuseSearch: Learning Adaptive Parallel Execution for Efficient Code Localization ↗](https://aclanthology.org/2026.findings-acl.143/)**Ke Xu, Siyang Xiao, Ming Liang et al.
1216. **[G-HiRel: Enhancing the Adaption to Knowledge Updating for Large Language Model Reasoning ↗](https://aclanthology.org/2026.findings-acl.1561/)**Yudai Pan, Jiajie Hong, Tianzhe Zhao et al.
1217. **[G-LoRA: Global-Local Decoupled Low-Rank Adaptation ↗](https://aclanthology.org/2026.findings-acl.1005/)**Jiahao Xiong, Yihong Huang, Yihe Liu et al.
1218. **[GALA: Geometric Data Selection with Strategic Prospecting for Large Language Model Self-training ↗](https://aclanthology.org/2026.findings-acl.500/)**Zhongwei Xie, Ruihao Liao, Zimo Wang et al.
1219. **[GCIG: GraphRAG-based Cross-document Instruction Generation for Boosting LLM Reasoning ↗](https://aclanthology.org/2026.findings-acl.871/)**Xiaoliang Xu, Huang Yuan, Junmei Wang et al.
1220. **[GCoT-Decoding: Unlocking Deep Reasoning Paths for Universal Question Answering ↗](https://aclanthology.org/2026.findings-acl.319/)**Guanran Luo, Wentao Qiu, Zhongquan Jian et al.
1221. **[GLA: Grounding Large Language Models in Molecular Hierarchy for Chemical Understanding ↗](https://aclanthology.org/2026.findings-acl.1515/)**Yingxu Li, Jingjie Zeng, Zekun Wang et al.
1222. **[GOAT: A Training Framework for Goal-Oriented Agent with Tools ↗](https://aclanthology.org/2026.findings-acl.1150/)**Hyunji Min, Sangwon Jung, Junyoung Sung et al.
1223. **[GOBench: Stage-Wise Diagnostics and the Visual Paradox in Multimodal Graph Optimization ↗](https://aclanthology.org/2026.findings-acl.306/)**Yinghao Chen, Wantong Xie, Shuli Zeng et al.
1224. **[GR1: Reinforcement-Enhanced LLM for Geoscience Reasoning ↗](https://aclanthology.org/2026.findings-acl.1140/)**Yule Xie, Jiaxin Ding, Cheng Deng et al.
1225. **[GRAFF: GRaph-Augmented Fine-grained Fusion for Large Language Models ↗](https://aclanthology.org/2026.findings-eacl.293/)**Himanshu Chaudhary, Ruida Wang, Gowtham Ramesh et al.
1226. **[GRASP: Graph-Reasoning Aided Survey Planning for High-Fidelity Related Work Generation ↗](https://aclanthology.org/2026.findings-acl.1815/)**Haoming Li, Jessica Ouyang
1227. **[GRASS: Gradient-based Adaptive Layer-wise Importance Sampling for Memory-efficient Large Language Model Fine-tuning ↗](https://aclanthology.org/2026.findings-acl.475/)**Kaiyuan Tian, Linbo Qiao, Yu Tang et al.
1228. **[GRE Score: Generative Risk Evaluation for Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1202/)**Zaitang LI, Pin-Yu Chen, Tsung-Yi Ho
1229. **[GROLE: Instance-Level Group Relative Optimization for LoRA Experts in Incremental Learning ↗](https://aclanthology.org/2026.findings-acl.1952/)**Yongyi Liao, Wencan Lai, Jun Fang et al.
1230. **[GSM-Noise: Exploring and Enhancing Large Language Models' Reasoning under Noisy Inputs ↗](https://aclanthology.org/2026.findings-acl.1748/)**Zhengxin Zhang, Chengyu Huang, Xufu Liu et al.
1231. **[GUITester: Enabling GUI Agents for Exploratory Defect Discovery ↗](https://aclanthology.org/2026.findings-acl.946/)**Yifei Gao, Jiang Wu, Xiaoyi Chen et al.
1232. **[GaLa: Hypergraph-Guided Visual Language Models for Procedural Planning ↗](https://aclanthology.org/2026.findings-acl.980/)**Kun Wang, Li Yiming, Mingcheng Qu et al.
1233. **[GanitLLM: Difficulty-Aware Bengali Mathematical Reasoning through Curriculum-GRPO ↗](https://aclanthology.org/2026.findings-acl.1995/)**Shubhashis Roy Dipta, Khairul Mahbub, Nadia Najjar
1234. **[Gaperon: A Peppered English-French Generative Language Model Suite ↗](https://aclanthology.org/2026.findings-acl.1955/)**Nathan Godey, Wissam Antoun, Rian Touchent et al.
1235. **[Garbage In, Reasoning Out? Why Benchmark Scores are Unreliable and What to Do About It ↗](https://aclanthology.org/2026.findings-eacl.89/)**Seyed Mahed Mousavi, Edoardo Cecchinato, Lucia Horníková et al.
1236. **[Generalizable LLM Learning of Graph Synthetic Data with Post-training Alignment ↗](https://aclanthology.org/2026.findings-acl.586/)**Yizhuo Zhang, Heng Wang, Shangbin Feng et al.
1237. **[Generalizable Prompt Tuning for Audio-Language Models via Semantic Expansion ↗](https://aclanthology.org/2026.findings-acl.1583/)**Jaehyuk Jang, Wonjun Lee, Kangwook Ko et al.
1238. **[Generalization or Memorization? Multi-Agent vs. Baseline LLMs and AutoML Models for Tabular Classification ↗](https://aclanthology.org/2026.findings-acl.1994/)**Aida Sanatizadeh, Sorouralsadat Fatemi, Reza Mousavi et al.
1239. **[Generating Effective CoT Traces for Mitigating Causal Hallucination ↗](https://aclanthology.org/2026.findings-acl.264/)**Yiheng Zhao, Jun Yan
1240. **[Generative Giants, Retrieval Weaklings: Why do Multimodal Large Language Models Fail at Multimodal Retrieval? ↗](https://aclanthology.org/2026.findings-acl.781/)**Hengyi Feng, Zeang Sheng, Meiyi Qiang et al.
1241. **[Generative Text-to-Image Retrieval via Hierarchical Identifiers and Semantic Internalization ↗](https://aclanthology.org/2026.findings-acl.632/)**Jie Huang, Junjie Wang, Xin Liao et al.
1242. **[Generative-to-Discriminative Test-Time Adaptation via Manifold-Aware Diffusion and Bayesian Distillation ↗](https://aclanthology.org/2026.findings-acl.350/)**Boyun Zhang, Zequn Xie, Fangming Feng et al.
1243. **[Generics are not quantificational: A new path from language models to semantic theory ↗](https://aclanthology.org/2026.findings-acl.1100/)**Gustavo Cilleruelo Calderón, Mahrad Almotahari, Emily Allaway et al.
1244. **[GeoLAN: Geometric Learning of Latent Explanatory Directions in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.271/)**Tianyu Pan, Damon L. Woodard
1245. **[GeometryZero: Advancing Geometry Solving via Group Contrastive Policy Optimization ↗](https://aclanthology.org/2026.findings-acl.1392/)**Yikun Wang, Yibin Wang, Dianyi Wang et al.
1246. **[Geoparsing: Diagram Parsing for Plane and Solid Geometry with a Unified Formal Language ↗](https://aclanthology.org/2026.findings-acl.1494/)**Peijie Wang, Ming-Liang Zhang, Jun Cao et al.
1247. **[GerAV: Towards New Heights in German Authorship Verification using Fine-Tuned LLMs on a New Benchmark ↗](https://aclanthology.org/2026.findings-acl.1991/)**Lotta Kiefer, Christoph Leiter, Sotaro Takeshita et al.
1248. **[Ghost in the Shell: Synonym-Aware Logit Shaping Fingerprint for Copyright Protection of Large Vision-Language Models ↗](https://aclanthology.org/2026.findings-acl.273/)**Xiaofan Zheng, Xinghao Wang, Xiaojun Wan
1249. **[GigaCheck: Detecting LLM-generated Content via Object-Centric Span Localization ↗](https://aclanthology.org/2026.findings-acl.213/)**Irina Tolstykh, Aleksandra Tsybina, Sergey Yakubson et al.
1250. **[Glance-or-Gaze: Incentivizing LMMs to Adaptively Focus Search via Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.1700/)**Hongbo Bai, Yujin Zhou, Yile Wu et al.
1251. **[GlimpRouter: Efficient Collaborative Inference by Glimpsing One Token of Thoughts ↗](https://aclanthology.org/2026.findings-acl.885/)**Wenhao Zeng, Xuteng Zhang, Yuling Shi et al.
1252. **[Global Context or Local Detail? Adaptive Visual Grounding for Hallucination Mitigation ↗](https://aclanthology.org/2026.findings-acl.745/)**Yubo Jiang, Xin Yang, Abudukelimu Wuerkaixi et al.
1253. **[GlossaGen: Making Academic Translation Smarter with Glossing ↗](https://aclanthology.org/2026.findings-acl.952/)**Zixiao Wang, Duzhen Zhang, Juntian Zhang et al.
1254. **[GoT-R1: Internalizing Graph-of-Thought via Structural Reinforcement for High-Density Reasoning ↗](https://aclanthology.org/2026.findings-acl.352/)**Zuchao Li, Qiwei Li, Yao Yao et al.
1255. **[GoViG: Goal-Conditioned Visual Navigation Instruction Generation via Multimodal Reasoning ↗](https://aclanthology.org/2026.findings-acl.732/)**Fengyi Wu, Yifei Dong, Yilong Dai et al.
1256. **[Good Reasoning Makes Good Demonstrations: Implicit Reasoning Quality Supervision via In-Context Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.1523/)**Tiehua Mei, Minxuan Lv, Leiyu Pan et al.
1257. **[GrandGuard: Taxonomy, Benchmark, and Safeguards for Elderly-Chatbot Interaction Safety ↗](https://aclanthology.org/2026.findings-acl.1116/)**Changxuan Fan, Xi Yang, Yueyuan Zheng et al.
1258. **[Graph Explorer: Training Faithful KG Agents with Visibility-Grounded Supervision ↗](https://aclanthology.org/2026.findings-acl.387/)**Yifeng Chen, Sicheng Wan, Tianyi Zhang et al.
1259. **[Graph-Assisted Large Language Models: A Perspective on Mitigating Intrinsic Limitations ↗](https://aclanthology.org/2026.findings-acl.945/)**Haitong Luo, Fali Wang, Weiyao Zhang et al.
1260. **[Graph-Based Chain-of-Thought Pruning for Reducing Redundant Reflections in Reasoning LLMs ↗](https://aclanthology.org/2026.findings-acl.281/)**Hongyuan Yuan, Xinran He, Run Shao et al.
1261. **[Graph-GRPO: Stabilizing Multi-Agent Topology Learning via Group Relative Policy Optimization ↗](https://aclanthology.org/2026.findings-acl.1010/)**Yueyang Cang, Xiaoteng Zhang, Erlu Zhao et al.
1262. **[GraphDx: A Cost-Aware Knowledge-Enhanced Multi-Agent Framework for Sequential Diagnosis ↗](https://aclanthology.org/2026.findings-acl.1092/)**Shaoting Tan, Ning Liu, Yuntao Du et al.
1263. **[GraphLoRA: Structure-Aware Low-Rank Adaptation for Large Language Model Recommendation ↗](https://aclanthology.org/2026.findings-acl.645/)**Lin Mu, Guoji Wang, Li Ni et al.
1264. **[GraphMind: LLMs as Dynamic Knowledge Builders for Sequential Decision-Making ↗](https://aclanthology.org/2026.findings-acl.1651/)**Sunguk Shin, Hayeong Lee, Jun Ho Seo et al.
1265. **[Grounded Concreteness: Human-Like Concreteness Sensitivity in Vision–Language Models ↗](https://aclanthology.org/2026.findings-acl.2081/)**Aryan Roy, Zekun Wang, Christopher J. MacLellan
1266. **[Grounding Agent Memory in Contextual Intent ↗](https://aclanthology.org/2026.findings-acl.584/)**Ruozhen Yang, Yucheng Jiang, Yueqi Jiang et al.
1267. **[GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs ↗](https://aclanthology.org/2026.findings-acl.1260/)**Meixiu Long, Duolin Sun, Dan Yang et al.
1268. **[Grouped Adaptive Weight Sharing (GAWS): An Inference-Efficient Adaptation Method for Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1590/)**Eman Alsuradi, Junhyun Lee, Kyenghun Lee et al.
1269. **[Guardian-as-an-Advisor: Advancing Next-Generation Guardian Models for Trustworthy LLMs ↗](https://aclanthology.org/2026.findings-acl.292/)**Yue Huang, Haomin Zhuang, Jiayi Ye et al.
1270. **[H-MAS: Hierarchical Multi-Agent Scheduling for Multi-Tenant LLM Serving ↗](https://aclanthology.org/2026.findings-acl.1946/)**Yuhan Liu, Cong Xu, Qi Jia et al.
1271. **[HACHIMI: Scalable and Controllable Student Persona Generation via Orchestrated Agents ↗](https://aclanthology.org/2026.findings-acl.1080/)**Yilin Jiang, Fei Tan, Xuanyu Yin et al.
1272. **[HAUNTATTACK: When Attack Follows Reasoning as a Shadow ↗](https://aclanthology.org/2026.findings-acl.1002/)**Jingyuan Ma, Rui Li, Zheng Li et al.
1273. **[HCFD: A Benchmark for Audio Deepfake Detection in Healthcare ↗](https://aclanthology.org/2026.findings-acl.1739/)**Mohd Mujtaba Akhtar, Girish, Muskaan Singh
1274. **[HCRE: LLM-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification Strategy ↗](https://aclanthology.org/2026.findings-acl.1985/)**Guoqi Ma, Liang Zhang, Hongyao Tu et al.
1275. **[HER: Human-like Reasoning and Reinforcement Learning for LLM Role-playing ↗](https://aclanthology.org/2026.findings-acl.1283/)**Chengyu Du, Xintao Wang, Aili Chen et al.
1276. **[HIPO: A Hierarchical Prompt Optimization Framework with Task Awareness and Fine-Grained Debugging ↗](https://aclanthology.org/2026.findings-acl.996/)**Lu Qi, Lei Chai, Hongrui Yu et al.
1277. **[HORIZON: A Benchmark for In-the-wild User Behaviour Modeling ↗](https://aclanthology.org/2026.findings-acl.1503/)**Arnav Goel, Pranjal A Chitale, Bhawna Paliwal et al.
1278. **[HSS-Synth: Humanities and Social Sciences Data Synthesis for LLMs ↗](https://aclanthology.org/2026.findings-acl.1880/)**Ru Peng, Tianyu Zhao, Xijun Gu et al.
1279. **[HSUGA: LLM-Enhanced Recommendation with Hierarchical Semantic Understanding and Group-Aware Alignment ↗](https://aclanthology.org/2026.findings-acl.726/)**Guorui Li, Dugang Liu, Lei Li et al.
1280. **[HTMuon: Improving Muon via Heavy-Tailed Spectral Correction ↗](https://aclanthology.org/2026.findings-acl.1819/)**Tianyu Pang, Yujie Fang, Zihang Liu et al.
1281. **[Hail to the Thief: Exploring Attacks and Defenses in Decentralised GRPO ↗](https://aclanthology.org/2026.findings-acl.1950/)**Nikolay Blagoev, Oguzhan Ersoy, Lydia Chen
1282. **[Half-S: Halving the Scale for Near-Lossless 4-Bit LLM Training ↗](https://aclanthology.org/2026.findings-acl.241/)**Jinyang Du, Ruihao Gong, Linghan Ai et al.
1283. **[HalluGuard: Evidence-Grounded Small Reasoning Models to Mitigate Hallucinations in Retrieval-Augmented Generation ↗](https://aclanthology.org/2026.findings-acl.835/)**Loris Bergeron, Ioana Buhnila, Jerome Francois et al.
1284. **[Hallucination Detection in Long-Form Text Generated by LLMs: A Benchmark and a Hyper-Relational Knowledge Graph Approach ↗](https://aclanthology.org/2026.findings-acl.1673/)**Zituo Li, Guangzhou Chen, Jianbin Sun et al.
1285. **[Hallucinations as Orthogonal Noise: Inference-Time Manifold Alignment via Dynamic Contextual Orthogonalization ↗](https://aclanthology.org/2026.findings-acl.1822/)**Mingkuan Zhao, Wentao Hu, Tianchen Huang et al.
1286. **[HapticLLaMA: A Multimodal Sensory Language Model for Haptic Captioning ↗](https://aclanthology.org/2026.findings-eacl.166/)**Guimin Hu, Daniel Hershcovich, Hasti Seifi
1287. **[Hard to Be Heard: Phoneme-Level ASR Analysis of Phonologically Complex, Low-Resource Endangered Languages ↗](https://aclanthology.org/2026.findings-acl.147/)**V.S.D.S.Mahesh Akavarapu, Michael Daniel, Gerhard Jäger
1288. **[Hard to Read, Easy to Jailbreak: How Visual Degradation Bypasses MLLM Safety Alignment ↗](https://aclanthology.org/2026.findings-acl.983/)**Zhixue Song, Boyan Han, Yiwei Wang et al.
1289. **[Harnessing Consistency for Robust Test-Time LLM Ensemble ↗](https://aclanthology.org/2026.findings-eacl.182/)**Zhichen Zeng, Qi Yu, Xiao Lin et al.
1290. **[HearSay Benchmark: Do Audio LLMs Leak What They Hear? ↗](https://aclanthology.org/2026.findings-acl.964/)**Jin Wang, Kaiwen Luo, Liang Lin et al.
1291. **[Hearing Between the Lines: Unlocking the Reasoning Power of LLMs for Speech Evaluation ↗](https://aclanthology.org/2026.findings-eacl.151/)**Arjun Chandra, Kevin Miller, Venkatesh Ravichandran et al.
1292. **[Hebbian-Guided Bi-Directional Rank Adaptation for Parameter-Efficient Fine-Tuning ↗](https://aclanthology.org/2026.findings-acl.954/)**Xing Zhao, Liu Yang, Xi-Le Zhao et al.
1293. **[Heterogeneity in Formal Linguistic Competence of Language Models: Is Data the Real Bottleneck? ↗](https://aclanthology.org/2026.findings-acl.224/)**H S V N S Kowndinya Renduchintala, Sumit Bhatia
1294. **[Hi-ZFO: Hierarchical Zeroth- and First-Order LLM Fine-Tuning via Importance-Guided Tensor Selection ↗](https://aclanthology.org/2026.findings-acl.239/)**Feihu Jin, Ying Tan
1295. **[HiCoLoRA: Addressing Context-Prompt Misalignment via Hierarchical Collaborative LoRA for Zero-Shot DST ↗](https://aclanthology.org/2026.findings-acl.1876/)**Shuyu Zhang, Yifan Wei, Xinru Wang et al.
1296. **[HiGMem: A Hierarchical and LLM-Guided Memory System for Long-Term Conversational Agents ↗](https://aclanthology.org/2026.findings-acl.1690/)**Shuqi Cao, Jingyi He, Fei Tan
1297. **[HiPrune: Hierarchical Attention for Efficient Token Pruning in Vision-Language Models ↗](https://aclanthology.org/2026.findings-acl.162/)**Jizhihui Liu, Guangdao Zhu, Feiyi Du et al.
1298. **[HiRAS: A Hierarchical Multi-Agent Framework for Paper-to-Code Generation and Execution ↗](https://aclanthology.org/2026.findings-acl.377/)**Hanhua Hong, Yizhi LI, Jiaoyan Chen et al.
1299. **[HiSA: Hierarchical State Abstraction for Scalable GUI Agents ↗](https://aclanthology.org/2026.findings-acl.581/)**Weiming Li, Hye-young Paik, Yulei Sui
1300. **[Hidden States as Early Signals: Step-level Trace Evaluation and Pruning for Efficient Test-Time Scaling ↗](https://aclanthology.org/2026.findings-acl.1336/)**Zhixiang Liang, Beichen Huang, Zheng Wang et al.

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