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

2,517 papers · page 22 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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2101. **[Self-EmoQ: Plutchik-Guided Value-based Planning to Drive Streaming Emotional TTS ↗](https://aclanthology.org/2026.findings-acl.740/)**Yue Zhao, Hongyan Li, Yong Chen et al.
2102. **[Self-Explaining Hate Speech Detection with Moral Rationales ↗](https://aclanthology.org/2026.findings-acl.1704/)**Francielle Vargas, Jackson Trager, Diego Alves et al.
2103. **[Self-Guided Plan Extraction for Instruction-Following Tasks with Goal-Conditional Reinforcement Learning ↗](https://aclanthology.org/2026.findings-acl.1691/)**Zoya Volovikova, Nikita Sorokin, Dmitriy Lukashevskiy et al.
2104. **[Self-Reflection Improves Safety of Large Reasoning Models ↗](https://aclanthology.org/2026.findings-acl.678/)**Qiang Huang, Wei Zhai, Feng Huang et al.
2105. **[Self-Reinforcing Controllable Synthesis of Rare Relational Data via Bayesian Calibration ↗](https://aclanthology.org/2026.findings-acl.423/)**Chongsheng Zhang, Hao Wang, Zelong Yu et al.
2106. **[Self-Sum: Teaching an Agent to Decide Itself When and What to Summarize ↗](https://aclanthology.org/2026.findings-acl.447/)**Hongru Wang, Rui Wang, Jushi Kai et al.
2107. **[Sem-DPO: Mitigating Semantic Inconsistency in Preference Optimization for Prompt Engineering ↗](https://aclanthology.org/2026.findings-acl.1184/)**Anas Mohamed, Azal Ahmad Khan, Xinran Wang et al.
2108. **[SemPA: Improving Sentence Embeddings of Large Language Models through Semantic Preference Alignment ↗](https://aclanthology.org/2026.findings-acl.1858/)**Ziyang Chen, Zhenxuan Huang, Yile Wang et al.
2109. **[Semantic-Space Exploration and Exploitation in RLVR for LLM Reasoning ↗](https://aclanthology.org/2026.findings-acl.1915/)**Fanding Huang, Guanbo Huang, Xiao Fan et al.
2110. **[Semantic-pragmatic Annotations in the Prague Dependency Treebank ↗](https://aclanthology.org/2026.findings-acl.1060/)**Marie Mikulová, Eva Hajicova, Jiří Mírovský et al.
2111. **[SenseJudge: Human-Centric Preference-Driven Judgment Framework ↗](https://aclanthology.org/2026.findings-acl.1084/)**Rui Li, Junfeng Liu, Xiangwen Kong et al.
2112. **[Sentient Agent as a Judge: Evaluating Higher-Order Social Cognition in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.1905/)**Bang Zhang, Ruotian Ma, Qingxuan Jiang et al.
2113. **[SepSeq: A Training-Free Framework for Long Numerical Sequence Processing in LLMs ↗](https://aclanthology.org/2026.findings-acl.272/)**Jie Sun, Yu Liu, Lu Han et al.
2114. **[Sequence Repetition Enhances Token Embeddings and Improves Sequence Labeling with Decoder-only Language Models ↗](https://aclanthology.org/2026.findings-eacl.339/)**Matija Luka Kukić, Marko Čuljak, David Dukić et al.
2115. **[SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding ↗](https://aclanthology.org/2026.findings-acl.826/)**Yuqi Yang, Weiqi Wang, Baixuan Xu et al.
2116. **[Shorten After You're Right: Lazy Length Penalties for Reasoning RL ↗](https://aclanthology.org/2026.findings-acl.626/)**Danlong Yuan, Tian Xie, Shaohan Huang et al.
2117. **[Show or Tell? Modeling the evolution of request-making in Human-LLM conversations ↗](https://aclanthology.org/2026.findings-eacl.265/)**Shengqi Zhu, Jeffrey Rzeszotarski, David Mimno
2118. **[ShredBench: Evaluating the Semantic Reasoning Capabilities of Multimodal LLMs in Document Reconstruction ↗](https://aclanthology.org/2026.findings-acl.1135/)**Zichun Guo, Yuling Shi, Wenhao Zeng et al.
2119. **[Silencing the Guardrails: Inference-Time Jailbreaking via Dynamic Contextual Representation Ablation ↗](https://aclanthology.org/2026.findings-acl.211/)**Wenpeng Xing, Moran Fang, Guangtai Wang et al.
2120. **[SilentDrift: Exploiting Action Chunking for Stealthy Backdoor Attacks on Vision-Language-Action Models ↗](https://aclanthology.org/2026.findings-acl.1725/)**Bingxin Xu, Yuzhang Shang, Binghui Wang et al.
2121. **[Similar Region Search using LLMs on Spatial Feature Space ↗](https://aclanthology.org/2026.findings-eacl.201/)**Al-Amin Sany, Mohaiminul Islam, Tanzima Hashem et al.
2122. **[Similarity-Distance-Magnitude Activations ↗](https://aclanthology.org/2026.findings-acl.1109/)**Allen Schmaltz
2123. **[Simple Role Assignment is Extraordinarily Effective for Safety Alignment ↗](https://aclanthology.org/2026.findings-acl.1164/)**Zhou Ziheng, Jiakun Ding, Zhaowei Zhang et al.
2124. **[SimpleOCR: Rendering Visual Questions to Teach MLLMs to Read ↗](https://aclanthology.org/2026.findings-acl.519/)**Yibo Peng, Peng Xia, Ding Zhong et al.
2125. **[Simplify-Pro: A Two-level and Progressive LLM-based Framework for Auto Long Text Simplification](https://md.research.elamur.ai/free/en/papers/zhou-2026-simplify-pro-two-level-progressive/)**Peng Zhou, Guangxin Li, Xiaoying Huang et al.*our summary*
2126. **[Simul-COMET: A Quality Metric for Simultaneous Interpretation in Distant Language Pair Considering Word Order Difference ↗](https://aclanthology.org/2026.findings-acl.2110/)**Kosuke Doi, Mana Makinae, Yusuke Sakai et al.
2127. **[Simulating Crisis Cognition: A Computational Framework for Hypothesis Generation in Crisis Communication ↗](https://aclanthology.org/2026.findings-acl.692/)**Changsen Yuan, Yanghao Zhou, Chong Feng et al.
2128. **[Single-Agent Generation Surpasses Multi-Agent Systems in Semantic Diversity ↗](https://aclanthology.org/2026.findings-acl.1894/)**Cui Encheng, Shaowen Peng, Kazuhiro Ito et al.
2129. **[Skill Weaving: Efficient LLM Improvement via Modular Skillpacks ↗](https://aclanthology.org/2026.findings-acl.1989/)**Zhuo Li, Guodong DU, Zesheng Shi et al.
2130. **[Small Data, Big Noise: Adversarial Training for Robust ParameterEfficient Fine-Tuning ↗](https://aclanthology.org/2026.findings-acl.2014/)**Eitan Cohen, Idan Simai, Uri Shaham
2131. **[SmartAD: Capacity-Aligned Agent Distillation for Small Language Models ↗](https://aclanthology.org/2026.findings-acl.1349/)**Guokai Tang, Feng Zhao
2132. **[Social Welfare Function Leaderboard: On the Emergence of LLM Agents as the Welfare Dictator ↗](https://aclanthology.org/2026.findings-acl.1919/)**Zhengliang Shi, Ruotian Ma, Jen-tse Huang et al.
2133. **[SocraticKG: Knowledge Graph Construction via QA-Driven Fact Extraction ↗](https://aclanthology.org/2026.findings-acl.1951/)**Sanghyeok Choi, Woosang Jeon, Kyuseok Yang et al.
2134. **[Soft Head Selection for Injecting ICL-Derived Task Embeddings ↗](https://aclanthology.org/2026.findings-acl.1355/)**Jungwon Park, Jimyeong Kim, Changin Choi et al.
2135. **[SolidCoder: Bridging the Mental-Reality Gap in LLM Code Generation through Concrete Execution ↗](https://aclanthology.org/2026.findings-acl.361/)**Woojin Lee, Jin-Xia Huang
2136. **[Solver-Independent Automated Problem Formulation via LLMs for High-Cost Simulation-Driven Design ↗](https://aclanthology.org/2026.findings-acl.102/)**Yuchen Li, Handing Wang, Bing Xue et al.
2137. **[Sparse Growing Transformer: Training-Time Sparse Depth Allocation via Progressive Attention Looping ↗](https://aclanthology.org/2026.findings-acl.307/)**Yao Chen, Yilong Chen, Yinqi Yang et al.
2138. **[SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving ↗](https://aclanthology.org/2026.findings-eacl.36/)**Ashutosh Bajpai, Akshat Bhandari, Akshay Nambi et al.
2139. **[Spatiotemporal Sycophancy: Negation-Based Gaslighting in Video Large Language Models ↗](https://aclanthology.org/2026.findings-acl.729/)**Ziyao Tang, Pengkun Jiao, Bin Zhu et al.
2140. **[Speak No Evil, Just Prompt: Low-resource Multilingual Toxic Speech Detection with Audio Language Model ↗](https://aclanthology.org/2026.findings-acl.439/)**Mingzi Zuo, Lei Zhang, Hailiang Sun et al.
2141. **[SpecBound: Adaptive Bounded Self-Speculation with Layer-wise Confidence Calibration ↗](https://aclanthology.org/2026.findings-acl.802/)**Zhuofan Wen, Yang Feng
2142. **[SpecEdit: A Spectral Approach for Multi-Round Knowledge Editing ↗](https://aclanthology.org/2026.findings-acl.922/)**Junxian Liu, Zikun Deng, Xin Wu et al.
2143. **[SpecExtend: A Drop-in Enhancement for Speculative Decoding of Long Sequences ↗](https://aclanthology.org/2026.findings-acl.2153/)**Jungyoub Cha, Hyunjong Kim, Sungzoon Cho
2144. **[Specialization without Sparsity: Efficient and Expressive Split-Path Experts for LLM Fine-Tuning ↗](https://aclanthology.org/2026.findings-acl.975/)**Ganghao Liu, Qin Zhou, Zhe Wang et al.
2145. **[Spectral Gravity Formant Estimation for Phonetic Segmentation ↗](https://aclanthology.org/2026.findings-acl.1775/)**Michael S. Yantosca, Albert M. K. Cheng
2146. **[SplitThenMerge: Token-Level Skill-Compositional Sparse Mixture-of-Experts for Complex Domain-Specific Tasks ↗](https://aclanthology.org/2026.findings-acl.606/)**Yuting Huang, Jiawen Zhang, Yiquan Wu et al.
2147. **[Spotlight and Shadow: Attention-Guided Dual-Anchor Introspective Decoding for MLLM Hallucination Mitigation ↗](https://aclanthology.org/2026.findings-acl.646/)**Yebo Wu, Han Jin, Zhijiang Guo et al.
2148. **[SrDetection: A Self-Referential Framework for Data Leakage Detection in Code Large Language Models ↗](https://aclanthology.org/2026.findings-acl.252/)**Shuaimin Li, Liyang Fan, Zeyang li et al.
2149. **[SrcMix: Mixing of Related Source Languages Benefits Extremely Low-resource Machine Translation ↗](https://aclanthology.org/2026.findings-eacl.332/)**Sanjeev Kumar, Preethi Jyothi, Pushpak Bhattacharyya
2150. **[Stabilizing Efficient Reasoning with Step-Level Advantage Selection ↗](https://aclanthology.org/2026.findings-acl.1333/)**Han Wang, Xiaodong Yu, Jialian Wu et al.
2151. **[Stable Evidence, Unstable Decisions: An Empirical Analysis of Model Decision Stability in Vision–Language Models ↗](https://aclanthology.org/2026.findings-acl.1303/)**Ali Khoramfar, Mohammad Javad Dousti, Alireza Mohamadian et al.
2152. **[Stable On-Policy Distillation through Adaptive Target Reformulation ↗](https://aclanthology.org/2026.findings-acl.2094/)**Ijun Jang, Jewon Yeom, Juan Yeo et al.
2153. **[Stable and Explainable Personality Trait Evaluation in Large Language Models with Internal Activations ↗](https://aclanthology.org/2026.findings-acl.803/)**Xiaoxu Ma, Xiangbo Zhang, Zhenyu Weng
2154. **[StanceAttack: Adversarial Attack for Stance Detection ↗](https://aclanthology.org/2026.findings-acl.2034/)**Chenye Zhao, Cornelia Caragea
2155. **[StateX: Enhancing RNN Recall via Post-training State Expansion ↗](https://aclanthology.org/2026.findings-acl.1073/)**Xingyu Shen, Yingfa Chen, Zhen Leng Thai et al.
2156. **[Static Models, Dynamic World: A Unified Perspective on Temporal Perception in Large Language Models ↗](https://aclanthology.org/2026.findings-acl.92/)**Chenhao Li, Dandan Song, Changzhi Zhou et al.
2157. **[Steering Away from Refusal: A Black-box Jailbreak Method Based on First-Token Distribution ↗](https://aclanthology.org/2026.findings-acl.1294/)**Shuangjie Fu, Du Su, Xin Chen et al.
2158. **[Step Potential Advantage Estimation: Harnessing Intermediate Confidence and Correctness for Efficient Mathematical Reasoning ↗](https://aclanthology.org/2026.findings-acl.317/)**Fei Wu, Zhenrong Zhang, Qikai Chang et al.
2159. **[Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data ↗](https://aclanthology.org/2026.findings-acl.43/)**Ofir Arviv, Kristjan Greenewald, Yotam Perlitz et al.
2160. **[Strategy-Induct: Task-Level Strategy Induction for Instruction Generation ↗](https://aclanthology.org/2026.findings-acl.23/)**Po-Chun Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2161. **[StreamMeCo: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding ↗](https://aclanthology.org/2026.findings-acl.647/)**Junxi Wang, Te Sun, Jiayi Zhu et al.
2162. **[Streaming Hallucination Detection in Long Chain-of-Thought Reasoning ↗](https://aclanthology.org/2026.findings-acl.1064/)**Haolang Lu, Minghui Pan, Ripeng LI et al.
2163. **[StreamingEval: A Unified Evaluation Framework towards Realistic Streaming Video Understanding ↗](https://aclanthology.org/2026.findings-acl.295/)**Tang Guowei, Tianwen Qian, Huanran Zheng et al.
2164. **[Stress-Testing Emotional Support Models: Moving from Homogeneous to Diverse Help Seekers ↗](https://aclanthology.org/2026.findings-acl.1146/)**Chaewon Heo, Cheyon Jin, Yohan Jo
2165. **[StruNRAG: Evaluation of OCR-Induced Structural Noise on RAG Robustness ↗](https://aclanthology.org/2026.findings-acl.955/)**Mengna Gao, Dapeng Yin, Shuyue Zhu et al.
2166. **[StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs ↗](https://aclanthology.org/2026.findings-acl.293/)**Yang Luo, Liu Xinran, TianTian Ji et al.
2167. **[StructKV: Preserving the Structural Skeleton for Scalable Long-Context Inference ↗](https://aclanthology.org/2026.findings-acl.621/)**Zhirui Chen, Peiyang Liu, Ling Shao
2168. **[Structure-Aware Quantized Retrieval for Long-Document Question Answering ↗](https://aclanthology.org/2026.findings-acl.209/)**Hui Huang, Julien Velcin, Yacine Kessaci
2169. **[Structure-Aware Zero-Shot Relational Learning for Knowledge Graphs without External Knowledge ↗](https://aclanthology.org/2026.findings-acl.941/)**Kuan Xu, Baoxin Zhang, Shuyue Fan et al.
2170. **[Structured Confidence–Guided Online Adaptation for LLM-based Multi-Label Classification ↗](https://aclanthology.org/2026.findings-acl.822/)**Pengyu Xu, JingRen Hou, Liping Jing et al.
2171. **[Structured Dialogue Refinement: Building Retrieval-Augmented Question Answering on Goal-Oriented Dialogues ↗](https://aclanthology.org/2026.findings-acl.1571/)**Bin Wu, Sawan Kumar, Prasetya Ajie Utama et al.
2172. **[Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images ↗](https://aclanthology.org/2026.findings-acl.761/)**Yichi Zhang, Zhuo Chen, Lingbing Guo et al.
2173. **[Style Amnesia: Investigating Speaking Style Degradation and Mitigation in Multi-Turn Spoken Language Models ↗](https://aclanthology.org/2026.findings-acl.304/)**Yu-Xiang Lin, Cheng-Han Chiang, Hung-yi Lee
2174. **[Style over Story: Measuring LLM Narrative Preferences via Structured Selection ↗](https://aclanthology.org/2026.findings-acl.1361/)**Donghoon Jung, Jiwoo Choi, Songeun Chae et al.
2175. **[Subgraph-Guided Executable Logical Form Generation for Knowledge Base Question Answering ↗](https://aclanthology.org/2026.findings-acl.177/)**Yuhang Tian, Dandan Song, Zhijing Wu et al.
2176. **[SudokuFill: A Multi-Agent Progressive Filling Framework for Document-Level Scientific Information Extraction ↗](https://aclanthology.org/2026.findings-acl.1657/)**Yang Li, Yajiao Wang, Yu Zhang et al.
2177. **[SupChain-Bench: Benchmarking Large Language Models for Real-World Supply Chain Management ↗](https://aclanthology.org/2026.findings-acl.371/)**Shengyue Guan, Yihao Liu, Lang Cao
2178. **[Superficial Success vs. Internal Breakdown: An Empirical Study of Generalization in Adaptive Multi-Agent Systems ↗](https://aclanthology.org/2026.findings-acl.753/)**Namyeong So, Seokgyu Jang, Taeuk Kim
2179. **[Supplement Generation Training for Enhancing Agentic Task Performance ↗](https://aclanthology.org/2026.findings-acl.2021/)**Young Min Cho, Daniele Bonadiman, Divya Bhargavi et al.
2180. **[Suppressing Final Layer Hidden State Jumps in Transformer Pretraining ↗](https://aclanthology.org/2026.findings-eacl.64/)**Keigo Shibata, Kazuki Yano, Ryosuke Takahashi et al.
2181. **[Switching Heads and Softening Tokens: Turnkey Solutions to Visually Grounded Document QA ↗](https://aclanthology.org/2026.findings-acl.1818/)**Ximing Wen, Wenbo Li, Sudipta Paul et al.
2182. **[Synapse: Empowering LLM Agents with Episodic-Semantic Memory via Spreading Activation ↗](https://aclanthology.org/2026.findings-acl.1108/)**Hanqi Jiang, Junhao Chen, Yi Pan et al.
2183. **[SyncThink: A Training-Free Strategy to Align Inference Termination with Reasoning Saturation ↗](https://aclanthology.org/2026.findings-acl.228/)**Gengyang Li, Wang Cai, Yifeng Gao et al.
2184. **[Synergizing Semantic Anchors and Ordinal Smoothed Cross-Entropy for Speech Fluency Classification ↗](https://aclanthology.org/2026.findings-acl.1551/)**Mulati Kahaer, Sirajahmat Ruzmamat, XuDong Pang et al.
2185. **[Synergizing Stylometrics with Semantics: Dual-Path Framework for LLM Detection and Attribution ↗](https://aclanthology.org/2026.findings-acl.1855/)**Xingyu Lu, Yumeng Ma, Xiang Zhou et al.
2186. **[Syntax as a Rosetta Stone: Universal Dependencies for In-Context Coptic Translation ↗](https://aclanthology.org/2026.findings-acl.1803/)**Abhishek Purushothama, Emma Thronson, Alexia Guo et al.
2187. **[SynthFix: Adaptive Neuro-Symbolic Code Vulnerability Repair ↗](https://aclanthology.org/2026.findings-acl.1339/)**Yifan Zhang, Jieyu Li, Kexin Pei et al.
2188. **[SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis ↗](https://aclanthology.org/2026.findings-acl.2107/)**Zijian Wu, Jinjie Ni, Xiangyan Liu et al.
2189. **[Synthetic Eggs in Many Baskets: The Impact of Synthetic Data Diversity on LLM Fine-Tuning ↗](https://aclanthology.org/2026.findings-acl.360/)**Max Schaffelder, Albert Gatt
2190. **[System-Mediated Attention Imbalances Make Vision-Language Models Say Yes ↗](https://aclanthology.org/2026.findings-acl.1940/)**Tsan Tsai Chan, Varsha Suresh, Anisha Saha et al.
2191. **[TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs ↗](https://aclanthology.org/2026.findings-eacl.205/)**Minjae Lee, Wonjun Kang, Byeongkeun Ahn et al.
2192. **[TARo: Token-level Adaptive Routing for LLM Test-time Alignment ↗](https://aclanthology.org/2026.findings-acl.50/)**Arushi Rai, Qiang Zhang, Hanqing Zeng et al.
2193. **[TELL-TALE: Task Efficient LLMs with Task Aware Layer Elimination ↗](https://aclanthology.org/2026.findings-acl.1136/)**Omar Naim, Krish Sharma, Niyar R Barman et al.
2194. **[TELLME: Test-Enhanced Learning for Language Model Enrichment ↗](https://aclanthology.org/2026.findings-eacl.84/)**Minjun Kim, Inho Won, HyeonSeok Lim et al.
2195. **[TENP: Trapezoidal Expert Neuron Pruning For Mixture-of-Experts ↗](https://aclanthology.org/2026.findings-acl.1049/)**Jiangyang He, Shaolin Zhu, Deyi Xiong
2196. **[TIME: Temporally Intelligent Meta-reasoning Engine for Context-Triggered Explicit Reasoning ↗](https://aclanthology.org/2026.findings-acl.1936/)**Susmit Das
2197. **[TIPA: Typologically Informed Parameter Aggregation ↗](https://aclanthology.org/2026.findings-eacl.119/)**Stef Accou, Wessel Poelman
2198. **[TOXIFRENCH: Benchmarking and Enhancing Language Models via CoT Fine-Tuning for French Toxicity Detection ↗](https://aclanthology.org/2026.findings-acl.1074/)**Axel Delaval, Shujian Yang, Haicheng Wang et al.
2199. **[TRAC: Token-level Reward Assignment for Coherent Abstractive Summarization ↗](https://aclanthology.org/2026.findings-acl.1873/)**陈宣齐, 容梓莹, Xinfeng Liao et al.
2200. **[TRACE: An Experiential Framework for Coherent Multi-hop Knowledge Graph Question Answering ↗](https://aclanthology.org/2026.findings-acl.89/)**Yingxu Wang, Jiaxin Huang, Mengzhu Wang et al.

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