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# Findings of the Association for Computational Linguistics 2025: all accepted papers

3,414 papers · page 19 of 35 · the most cited first · [← Findings of the Association for Computational Linguistics 2025](https://md.research.elamur.ai/free/en/venues/findings/2025/)

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1801. **[RTADev: Intention Aligned Multi-Agent Framework for Software Development ↗](https://aclanthology.org/2025.findings-acl.80/)**Jie Liu, Guohua Wang, Ronghui Yang et al.*1 citation*
1802. **[RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing ↗](https://aclanthology.org/2025.findings-emnlp.787/)**Ruihan Jin, Pengpeng Shao, Zhengqi Wen et al.*1 citation*
1803. **[Rank, Chunk and Expand: Lineage-Oriented Reasoning for Taxonomy Expansion ↗](https://aclanthology.org/2025.findings-acl.671/)**Sahil Mishra, Kumar Arjun, Tanmoy Chakraborty*1 citation*
1804. **[Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability ↗](https://aclanthology.org/2025.findings-acl.302/)**Chiwei Zhu, Benfeng Xu, An Yang et al.*1 citation*
1805. **[ReAlign: Structured Revision for Small Language Model Alignment ↗](https://aclanthology.org/2025.findings-emnlp.642/)**Ruijun Chen, Jiajian Guo, Hongzhan Chen et al.*1 citation*
1806. **[ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization ↗](https://aclanthology.org/2025.findings-emnlp.770/)**Zhensheng Jin, Xinze Li, Yifan Ji et al.*1 citation*
1807. **[Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ↗](https://aclanthology.org/2025.findings-acl.151/)**Qiji Zhou, YiFan Gong, Guangsheng Bao et al.*1 citation*
1808. **[Recognizing Limits: Investigating Infeasibility in Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.535/)**Wenbo Zhang, Zihang Xu, Hengrui Cai*1 citation*
1809. **[RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ↗](https://aclanthology.org/2025.findings-acl.759/)**Seiji Shimizu, Ibrahim Baroud, Lisa Raithel et al.*1 citation*
1810. **[Rectifying Belief Space via Unlearning to Harness LLMs' Reasoning ↗](https://aclanthology.org/2025.findings-acl.1285/)**Ayana Niwa, Masahiro Kaneko, Kentaro Inui*1 citation*
1811. **[Red Queen: Exposing Latent Multi-Turn Risks in Large Language Models ↗](https://aclanthology.org/2025.findings-acl.1311/)**Yifan Jiang, Kriti Aggarwal, Tanmay Laud et al.*1 citation*
1812. **[RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ↗](https://aclanthology.org/2025.findings-acl.1233/)**Hongliang Li, Jiaxin Zhang, Wenhui Liao et al.*1 citation*
1813. **[Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models ↗](https://aclanthology.org/2025.findings-acl.553/)**Liyang He, Chenglong Liu, Rui Li et al.*1 citation*
1814. **[Reinforcement Learning with Supervised Alignment ↗](https://aclanthology.org/2025.findings-emnlp.378/)**João Luís Lins, Jia Xu*1 citation*
1815. **[Reranking-based Generation for Unbiased Perspective Summarization ↗](https://aclanthology.org/2025.findings-acl.1268/)**Narutatsu Ri, Nicholas Deas, Kathleen McKeown*1 citation*
1816. **[ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis ↗](https://aclanthology.org/2025.findings-naacl.299/)**Zeao Tu, Xiangdi Meng, Yu He et al.*1 citation*
1817. **[Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing ↗](https://aclanthology.org/2025.findings-emnlp.798/)**Bhiman Kumar Baghel, Emma Jordan, Zheyuan Ryan Shi et al.*1 citation*
1818. **[Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering ↗](https://aclanthology.org/2025.findings-acl.846/)**Binquan Ji, Haibo Luo, Yifei Lu et al.*1 citation*
1819. **[Rethink Rumor Detection in the Era of LLMs: A Review ↗](https://aclanthology.org/2025.findings-emnlp.464/)**Chang Yang, Peng Zhang, Jing Zhang et al.*1 citation*
1820. **[Rethinking DPO: The Role of Rejected Responses in Preference Misalignment ↗](https://aclanthology.org/2025.findings-emnlp.433/)**Jae Hyeon Cho, JunHyeok Oh, Myunsoo Kim et al.*1 citation*
1821. **[Rethinking Diverse Human Preference Learning through Principal Component Analysis ↗](https://aclanthology.org/2025.findings-acl.1019/)**Feng Luo, Rui Yang, Hao Sun et al.*1 citation*
1822. **[Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty ↗](https://aclanthology.org/2025.findings-emnlp.660/)**Yu Feng, Phu Mon Htut, Zheng Qi et al.*1 citation*
1823. **[Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration ↗](https://aclanthology.org/2025.findings-emnlp.446/)**Donghee Han, Hwanjun Song, Mun Yong Yi*1 citation*
1824. **[Rethinking NLP for Chemistry: A Critical Look at the USPTO Benchmark ↗](https://aclanthology.org/2025.findings-emnlp.1242/)**Derin Ozer, Nicolas Gutowski, Benoit Da Mota et al.*1 citation*
1825. **[Rethinking Table Instruction Tuning ↗](https://aclanthology.org/2025.findings-acl.1120/)**Naihao Deng, Rada Mihalcea*1 citation*
1826. **[Retrieval Augmented Generation based context discovery for ASR ↗](https://aclanthology.org/2025.findings-emnlp.768/)**Siskos Dimitrios, Stavros Papadopoulos, Pablo Peso Parada et al.*1 citation*
1827. **[Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models ↗](https://aclanthology.org/2025.findings-acl.430/)**Jihoon Lee, Min Song*1 citation*
1828. **[RetrieverGuard: Empowering Information Retrieval to Combat LLM-Generated Misinformation ↗](https://aclanthology.org/2025.findings-naacl.249/)**Chuwen Chen, Shuai Zhang*1 citation*
1829. **[Revealing and Mitigating the Local Pattern Shortcuts of Mamba ↗](https://aclanthology.org/2025.findings-acl.629/)**WangJie You, Zecheng Tang, Juntao Li et al.*1 citation*
1830. **[Revealing the Inherent Instructability of Pre-Trained Language Models ↗](https://aclanthology.org/2025.findings-emnlp.285/)**Seokhyun An, Minji Kim, Hyounghun Kim*1 citation*
1831. **[Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection ↗](https://aclanthology.org/2025.findings-emnlp.1308/)**Debajyoti Mazumder, Aakash Kumar, Jasabanta Patro*1 citation*
1832. **[Revisiting Pruning vs Quantization for Small Language Models ↗](https://aclanthology.org/2025.findings-emnlp.645/)**Zihan Zhou, Simon Kurz, Zhixue Zhao*1 citation*
1833. **[Rewrite to Jailbreak: Discover Learnable and Transferable Implicit Harmfulness Instruction ↗](https://aclanthology.org/2025.findings-acl.189/)**Yuting Huang, Chengyuan Liu, Yifeng Feng et al.*1 citation*
1834. **[Rhetorical Device-Aware Sarcasm Detection with Counterfactual Data Augmentation ↗](https://aclanthology.org/2025.findings-acl.607/)**Qingqing Hong, Dongyu Zhang, Jiayi Lin et al.*1 citation*
1835. **[Robust Preference Optimization via Dynamic Target Margins ↗](https://aclanthology.org/2025.findings-acl.282/)**Jie Sun, Junkang Wu, Jiancan Wu et al.*1 citation*
1836. **[Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer ↗](https://aclanthology.org/2025.findings-emnlp.400/)**Euntae Choi, Sumin Song, Woosang Lim et al.*1 citation*
1837. **[Rule-Guided Extraction: A Hierarchical Rule Optimization Framework for Document-Level Event Argument Extraction ↗](https://aclanthology.org/2025.findings-emnlp.1154/)**Yue Zuo, Yuxiao Fei, Wanting Ning et al.*1 citation*
1838. **[RuleEdit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models ↗](https://aclanthology.org/2025.findings-acl.164/)**Bihan Zhou, HaoPeng Ren, Li Yuan et al.*1 citation*
1839. **[Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments ↗](https://aclanthology.org/2025.findings-emnlp.1304/)**Qingyu Lu, Liang Ding, Siyi Cao et al.*1 citation*
1840. **[S2LPP: Small-to-Large Prompt Prediction across LLMs ↗](https://aclanthology.org/2025.findings-emnlp.483/)**Liang Cheng, Tianyi Li, Zhaowei Wang et al.*1 citation*
1841. **[SEE: Continual Fine-tuning with Sequential Ensemble of Experts ↗](https://aclanthology.org/2025.findings-acl.387/)**Zhilin Wang, Yafu Li, Xiaoye Qu et al.*1 citation*
1842. **[SEKE: Specialised Experts for Keyword Extraction ↗](https://aclanthology.org/2025.findings-emnlp.764/)**Matej Martinc, Thi Hong Hanh Tran, Senja Pollak et al.*1 citation*
1843. **[SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification ↗](https://aclanthology.org/2025.findings-naacl.212/)**Han Liu, Shuqin Li, Xiaotong Zhang et al.*1 citation*
1844. **[SKRAG: A Retrieval-Augmented Generation Framework Guided by Reasoning Skeletons over Knowledge Graphs ↗](https://aclanthology.org/2025.findings-emnlp.752/)**Xiaotong Xu, Yizhao Wang, Yunfei Liu et al.*1 citation*
1845. **[SLM-SQL: An Exploration of Small Language Models for Text-to-SQL ↗](https://aclanthology.org/2025.findings-ijcnlp.92/)**Lei Sheng, Xu Shuai Shuai*1 citation*
1846. **[SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning ↗](https://aclanthology.org/2025.findings-emnlp.59/)**Yuhao Zhang, Shaoming Duan, Jinhang Su et al.*1 citation*
1847. **[SPOT: Zero-Shot Semantic Parsing Over Property Graphs ↗](https://aclanthology.org/2025.findings-acl.524/)**Francesco Cazzaro, Justin Kleindienst, Sofia Márquez Gomez et al.*1 citation*
1848. **[STA-CoT: Structured Target-Centric Agentic Chain-of-Thought for Consistent Multi-Image Geological Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.1386/)**Beibei Yu, Tao Shen, Ling Chen*1 citation*
1849. **[STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.585/)**Geunyeong Jeong, Juoh Sun, Seonghee Lee et al.*1 citation*
1850. **[SYNTHVERIFY: Enhancing Zero-Shot Claim Verification through Step-by-Step Synthetic Data Generation ↗](https://aclanthology.org/2025.findings-acl.170/)**Rongwen Zhao, Jeffrey Flanigan*1 citation*
1851. **[SaCa: A Highly Compatible Reinforcing Framework for Knowledge Graph Embedding via Structural Pattern Contrast ↗](https://aclanthology.org/2025.findings-emnlp.811/)**Jiashi Lin, Changhong Jiang, Yixiao Wang et al.*1 citation*
1852. **[SafeConf: A Confidence-Calibrated Safety Self-Evaluation Method for Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.186/)**Bo Zhang, Cong Gao, Linkang Yang et al.*1 citation*
1853. **[SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning ↗](https://aclanthology.org/2025.findings-acl.731/)**Junkai Chen, Zhijie Deng, Kening Zheng et al.*1 citation*
1854. **[SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs ↗](https://aclanthology.org/2025.findings-emnlp.958/)**Hongfei Xia, Hongru Wang, Zeming Liu et al.*1 citation*
1855. **[Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home? ↗](https://aclanthology.org/2025.findings-emnlp.438/)**Yujin Choi, Youngjoo Park, Junyoung Byun et al.*1 citation*
1856. **[Safeguarding RAG Pipelines with GMTP: A Gradient-based Masked Token Probability Method for Poisoned Document Detection ↗](https://aclanthology.org/2025.findings-acl.1263/)**San Kim, Jonghwi Kim, Yejin Jeon et al.*1 citation*
1857. **[SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.455/)**Yue Xin, Chen Shen, Shaotian Yan et al.*1 citation*
1858. **[Sample Efficient Alignment Learning With Episodic Control ↗](https://aclanthology.org/2025.findings-emnlp.560/)**Van Dai Do, Quan Hung Tran, Ahmed Kirmani et al.*1 citation*
1859. **[Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1287/)**Ryan Solgi, Kai Zhen, Rupak Vignesh Swaminathan et al.*1 citation*
1860. **[Scale Down to Speed Up: Dynamic Data Selection for Reinforcement Learning ↗](https://aclanthology.org/2025.findings-emnlp.412/)**Zhuoyue Chen, Jihai Zhang, Ben Liu et al.*1 citation*
1861. **[Scaling Laws for Multilingual Language Models ↗](https://aclanthology.org/2025.findings-acl.221/)**Yifei He, Alon Benhaim, Barun Patra et al.*1 citation*
1862. **[Search-in-Context: Efficient Multi-Hop QA over Long Contexts via Monte Carlo Tree Search with Dynamic KV Retrieval ↗](https://aclanthology.org/2025.findings-acl.1356/)**Jiabei Chen, Guang Liu, Shizhu He et al.*1 citation*
1863. **[Seeing Race, Feeling Bias: Emotion Stereotyping in Multimodal Language Models ↗](https://aclanthology.org/2025.findings-emnlp.386/)**Mahammed Kamruzzaman, Amanda Cercas Curry, Alba Cercas Curry et al.*1 citation*
1864. **[Select, Read, and Write: A Multi-Agent Framework of Full-Text-based Related Work Generation ↗](https://aclanthology.org/2025.findings-acl.366/)**Xiaochuan Liu, Ruihua Song, Xiting Wang et al.*1 citation*
1865. **[Self-Improvement in Multimodal Large Language Models: A Survey ↗](https://aclanthology.org/2025.findings-emnlp.105/)**Shijian Deng, Kai Wang, Tianyu Yang et al.*1 citation*
1866. **[Self-Training Large Language Models with Confident Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.806/)**Hyosoon Jang, Yunhui Jang, Sungjae Lee et al.*1 citation*
1867. **[SemShareKV: Efficient KVCache Sharing for Semantically Similar Prompts via Token-Level LSH Matching ↗](https://aclanthology.org/2025.findings-ijcnlp.25/)**Xinye Zhao, Spyridon Mastorakis*1 citation*
1868. **[Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer ↗](https://aclanthology.org/2025.findings-acl.832/)**Seungyoon Lee, Seongtae Hong, Hyeonseok Moon et al.*1 citation*
1869. **[Semantic Evaluation of Multilingual Data-to-Text Generation via NLI Fine-Tuning: Precision, Recall and F1 scores ↗](https://aclanthology.org/2025.findings-acl.542/)**William Soto Martinez, Yannick Parmentier, Claire Gardent*1 citation*
1870. **[Semantic Geometry of Sentence Embeddings ↗](https://aclanthology.org/2025.findings-emnlp.641/)**Matthieu Tehenan*1 citation*
1871. **[Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models ↗](https://aclanthology.org/2025.findings-acl.984/)**Shuqi Liu, Han Wu, Bowei He et al.*1 citation*
1872. **[SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ↗](https://aclanthology.org/2025.findings-acl.828/)**Ting Xu, Zhichao Huang, Jiankai Sun et al.*1 citation*
1873. **[Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline ↗](https://aclanthology.org/2025.findings-emnlp.223/)**Zhenqi Ye, HaoPeng Ren, Yi Cai et al.*1 citation*
1874. **[Shadow-Activated Backdoor Attacks on Multimodal Large Language Models ↗](https://aclanthology.org/2025.findings-acl.248/)**Ziyi Yin, Muchao Ye, Yuanpu Cao et al.*1 citation*
1875. **[Signs of Struggle: Spotting Cognitive Distortions across Language and Register ↗](https://aclanthology.org/2025.findings-ijcnlp.61/)**Abhishek Kuber, Enrico Liscio, Ruixuan Zhang et al.*1 citation*
1876. **[SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context ↗](https://aclanthology.org/2025.findings-emnlp.606/)**Hairu Wang, Yuan Feng, Yukun Cao et al.*1 citation*
1877. **[SkyLLM: Cross-LLM-APIs Federation for Cost-effective Query Processing ↗](https://aclanthology.org/2025.findings-acl.1073/)**Heng Zhao, Yifei Zhu*1 citation*
1878. **[Smarter, Not Harder: Training-Free Adaptive Computation for Transformers ↗](https://aclanthology.org/2025.findings-acl.426/)**Romain Storaï, Jaeseong Lee, Seung-won Hwang*1 citation*
1879. **[SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models ↗](https://aclanthology.org/2025.findings-emnlp.586/)**Rui Qi, Zhibo Man, Yufeng Chen et al.*1 citation*
1880. **[Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment ↗](https://aclanthology.org/2025.findings-emnlp.497/)**Somnath Banerjee, Sayan Layek, Pratyush Chatterjee et al.*1 citation*
1881. **[Source-primed Multi-turn Conversation Helps Large Language Models Translate Documents ↗](https://aclanthology.org/2025.findings-emnlp.1289/)**Hanxu Hu, Jannis Vamvas, Rico Sennrich*1 citation*
1882. **[Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning ↗](https://aclanthology.org/2025.findings-emnlp.217/)**Yihong Tang, Ao Qu, Zhaokai Wang et al.*1 citation*
1883. **[Sparsifying Mamba ↗](https://aclanthology.org/2025.findings-emnlp.959/)**An Wang, Ruobing Xie, Shuaipeng Li et al.*1 citation*
1884. **[Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ↗](https://aclanthology.org/2025.findings-acl.251/)**Xuyuan Liu, Lei Hsiung, Yaoqing Yang et al.*1 citation*
1885. **[Speculative Decoding for Multi-Sample Inference ↗](https://aclanthology.org/2025.findings-emnlp.668/)**Yiwei Li, Jiayi Shi, Shaoxiong Feng et al.*1 citation*
1886. **[Spelling-out is not Straightforward: LLMs' Capability of Tokenization from Token to Characters ↗](https://aclanthology.org/2025.findings-emnlp.719/)**Tatsuya Hiraoka, Kentaro Inui*1 citation*
1887. **[Splintering Nonconcatenative Languages for Better Tokenization ↗](https://aclanthology.org/2025.findings-acl.1151/)**Bar Gazit, Shaltiel Shmidman, Avi Shmidman et al.*1 citation*
1888. **[Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation ↗](https://aclanthology.org/2025.findings-acl.1349/)**Jisu Shin, Juhyun Oh, Eunsu Kim et al.*1 citation*
1889. **[StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7,000+ Real-World APIs ↗](https://aclanthology.org/2025.findings-acl.273/)**Zhicheng Guo, Sijie Cheng, Yuchen Niu et al.*1 citation*
1890. **[Standard Quality Criteria Derived from Current NLP Evaluations for Guiding Evaluation Design and Grounding Comparability and AI Compliance Assessments ↗](https://aclanthology.org/2025.findings-acl.1370/)**Anya Belz, Simon Mille, Craig Thomson*1 citation*
1891. **[Statement-Tuning Enables Efficient Cross-lingual Generalization in Encoder-only Models ↗](https://aclanthology.org/2025.findings-acl.835/)**Ahmed Elshabrawy, Thanh-Nhi Nguyen, Yeeun Kang et al.*1 citation*
1892. **[StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts ↗](https://aclanthology.org/2025.findings-emnlp.695/)**Dan Zhu, Tianqiao Liu, Zitao Liu*1 citation*
1893. **[SteerVLM: Robust Model Control through Lightweight Activation Steering for Vision Language Models ↗](https://aclanthology.org/2025.findings-emnlp.1285/)**Anushka Sivakumar, Andrew Zhang, Zaber Ibn Abdul Hakim et al.*1 citation*
1894. **[Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations ↗](https://aclanthology.org/2025.findings-naacl.8/)**Hao Yang, Hongyuan Lu, Xinhua Zeng et al.*1 citation*
1895. **[Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors ↗](https://aclanthology.org/2025.findings-acl.156/)**Andrea Pedrotti, Michele Papucci, Cristiano Ciaccio et al.*1 citation*
1896. **[Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection ↗](https://aclanthology.org/2025.findings-acl.505/)**Lingwei Wei, Dou Hu, Wei Zhou et al.*1 citation*
1897. **[Structure-aware Propagation Generation with Large Language Models for Fake News Detection ↗](https://aclanthology.org/2025.findings-emnlp.714/)**Mengyang Chen, Lingwei Wei, Wei Zhou et al.*1 citation*
1898. **[Structured Discourse Representation for Factual Consistency Verification ↗](https://aclanthology.org/2025.findings-acl.46/)**Kun Zhang, Oana Balalau, Ioana Manolescu*1 citation*
1899. **[SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning ↗](https://aclanthology.org/2025.findings-acl.278/)**Chenhao Ding, Jiangyang Li, SongLin Dong et al.*1 citation*
1900. **[Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification ↗](https://aclanthology.org/2025.findings-emnlp.659/)**Yifei Yuan, Jiatong Li, Weijia Zhang et al.*1 citation*

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