Who cites Robert Stojnic
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- Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Yuxuan Zhou, Margret Keuper, Mario Fritz2025 · 11 citations
- Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity RecognitionInternational Conference on Computational Linguistics (COLING)Yuming Yang, Wantong Zhao, Caishuang Huang, et al.2025 · 11 citations
- Do Large Language Models Mirror Cognitive Language Processing?International Conference on Computational Linguistics (COLING)Yuqi Ren, Renren Jin, Tongxuan Zhang, et al.2025 · 11 citations
- Explaining Relationships Among Research PapersInternational Conference on Computational Linguistics (COLING)Xiangci Li, Jessica Ouyang2025 · 11 citations
- Hit the Sweet Spot! Span-Level Ensemble for Large Language ModelsInternational Conference on Computational Linguistics (COLING)Yangyifan Xu, Jianghao Chen, Junhong Wu, et al.2025 · 11 citations
- How well can LLMs Grade Essays in Arabic?arXiv:2501.16516Rayed Ghazawi, Edwin Simpson2025 · 11 citations
- Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Lei Huang, Xiaocheng Feng, Weitao Ma, et al.2025 · 11 citations
- Influences on LLM Calibration: A Study of Response Agreement, Loss Functions, and Prompt StylesAnnual Meeting of the Association for Computational Linguistics (ACL)Yuxi Xia, Pedro Henrique Luz De Araujo, Klim Zaporojets, et al.2025 · 11 citations
- MDCure: A Scalable Pipeline for Multi-Document Instruction-FollowingAnnual Meeting of the Association for Computational Linguistics (ACL)Gabrielle Kaili-May Liu, Bowen Shi, Avi Caciularu, et al.2025 · 11 citations
- MEraser: An Effective Fingerprint Erasure Approach for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jingxuan Zhang, Zhenhua Xu, Rui Hu, et al.2025 · 11 citations
- Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM ReasoningarXiv:2505.15154Jinghui Lu, Haiyang Yu, Siliang Xu, et al.2025 · 11 citations
- Retrofitting Large Language Models with Dynamic TokenizationAnnual Meeting of the Association for Computational Linguistics (ACL)Darius Feher, Ivan Vulić, Benjamin Minixhofer2025 · 11 citations
- Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary ExpansionAnnual Meeting of the Association for Computational Linguistics (ACL)Jianqing Zhu, Huang Huang, Zhihang Lin, et al.2025 · 11 citations
- Dialogue Discourse Parsing as Generation: A Sequence-to-Sequence LLM-based ApproachAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Chuyuan Li, Yuwei Yin, Giuseppe Carenini2024 · 11 citations
- EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuningarXiv:2410.10209Dong Huang, Guangtao Zeng, Jianbo Dai, et al.2024 · 11 citations
- EventRL: Enhancing Event Extraction with Outcome Supervision for Large Language ModelsarXiv:2402.11430Jun Gao, Huan Zhao, Wei Wang, et al.2024 · 11 citations
- Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative DatasetsFindings of the Association for Computational LinguisticsIsrael Abebe Azime, Atnafu Lambebo Tonja, Tadesse Destaw Belay, et al.2024 · 11 citations
- Mixed Distillation Helps Smaller Language Model Better ReasoningarXiv:2312.10730Chenglin Li, Qianglong Chen, Liangyue Li, et al.2023 · 11 citations
- Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language ModelsInternational Conference on Computational Linguistics (COLING)Anmol Mekala, Vineeth Dorna, Shreya Dubey, et al.2025 · 10 citations
- Automated Progressive Red TeamingInternational Conference on Computational Linguistics (COLING)Bojian Jiang, Yi Jing, Tong Wu, et al.2025 · 10 citations
- Can Graph Descriptive Order Affect Solving Graph Problems with LLMs?Annual Meeting of the Association for Computational Linguistics (ACL)Yuyao Ge, Shenghua Liu, Baolong Bi, et al.2025 · 10 citations
- Could Thinking Multilingually Empower LLM Reasoning?arXiv:2504.11833Changjiang Gao, Xu Huang, Wenhao Zhu, et al.2025 · 10 citations
- Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP)Jinfeng Zhou, Yuxuan Chen, Jianing Yin, et al.2025 · 10 citations
- Implicit Reasoning in Large Language Models: A Comprehensive SurveyarXiv:2509.02350Jindong Li, Yali Fu, Li Fan, et al.2025 · 10 citations
- Let's Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language ModelInternational Conference on Computational Linguistics (COLING)Haoyun Xu, Runzhe Zhan, Yingpeng Ma, et al.2025 · 10 citations
- RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented GenerationInternational Conference on Computational Linguistics (COLING)Shuting Wang, Xin Yu, Mang Wang, et al.2025 · 10 citations
- Token Prepending: A Training-Free Approach for Eliciting Better Sentence Embeddings from LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Yuchen Fu, Zifeng Cheng, Zhiwei Jiang, et al.2025 · 10 citations
- Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMsInternational Conference on Computational Linguistics (COLING)Tamzeed Mahfuz, Satak Kumar Dey, Ruwad Naswan, et al.2025 · 10 citations
- AlclaM: Arabic Dialect Language ModelArabic Natural Language Processing Conference (ArabicNLP)Murtadha Ahmed, Saghir Alfasly, Bo Wen, et al.2024 · 10 citations
- Hybrid Human-LLM Corpus Construction and LLM Evaluation for Rare Linguistic PhenomenaarXiv:2403.06965Leonie Weissweiler, Abdullatif Koksal, Hinrich Schutze2024 · 10 citations
- Knowledge Distillation of Black-Box Large Language ModelsarXiv:2401.07013Hongzhan Chen, Ruijun Chen, Yuqi Yi, et al.2024 · 10 citations
- MathGLM-Vision: Solving Mathematical Problems with Multi-Modal Large Language ModelarXiv:2409.13729Zhen Yang, Jinhao Chen, Zhengxiao Du, et al.2024 · 10 citations
- Progress or Regress? Self-Improvement Reversal in Post-trainingarXiv:2407.05013Ting Wu, Xuefeng Li, Pengfei Liu2024 · 10 citations
- Unearthing Large Scale Domain-Specific Knowledge from Public CorporaarXiv:2401.14624Zhaoye Fei, Yunfan Shao, Linyang Li, et al.2024 · 10 citations
- PanGu-π: Enhancing Language Model Architectures via Nonlinearity CompensationarXiv:2312.17276Yunhe Wang, Hanting Chen, Yehui Tang, et al.2023 · 10 citations
- AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval AlignmentInternational Conference on Computational Linguistics (COLING)Yilong Lai, Jialong Wu, Congzhi Zhang, et al.2025 · 9 citations
- Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training StagesarXiv:2501.14002Zui Chen, Tianqiao Liu, Mi Tian, et al.2025 · 9 citations
- BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Taolin Zhang, Dongyang Li, Qizhou Chen, et al.2025 · 9 citations
- Constructions are Revealed in Word DistributionsConference on Empirical Methods in Natural Language Processing (EMNLP)Joshua Rozner, Leonie Weissweiler, Kyle Mahowald, et al.2025 · 9 citations
- GraCoRe: Benchmarking Graph Comprehension and Complex Reasoning in Large Language ModelsInternational Conference on Computational Linguistics (COLING)Zike Yuan, Ming Liu, Hui Wang, et al.2025 · 9 citations
- HunyuanOCR Technical ReportarXiv:2511.19575Hunyuan Vision Team, Pengyuan Lyu, Xingyu Wan, et al.2025 · 9 citations
- Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored TuningAnnual Meeting of the Association for Computational Linguistics (ACL)Yongxin Xu, Ruizhe Zhang, Xinke Jiang, et al.2025 · 9 citations
- Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and AlignmentarXiv:2501.13080Melissa Kazemi Rad, Huy Nghiem, Andy Luo, et al.2025 · 9 citations
- RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Zhaoyan Gong, Juan Li, Zhiqiang Liu, et al.2025 · 9 citations
- Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhuo Li, Yuhao Du, Jinpeng Hu, et al.2025 · 9 citations
- Sibyl: Empowering Empathetic Dialogue Generation in Large Language Models via Sensible and Visionary Commonsense InferenceInternational Conference on Computational Linguistics (COLING)Lanrui Wang, Jiangnan Li, Chenxu Yang, et al.2025 · 9 citations
- SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep LayersAnnual Meeting of the Association for Computational Linguistics (ACL)Zicong Tang, Shi Luohe, Zuchao Li, et al.2025 · 9 citations
- TESS 2: A Large-Scale Generalist Diffusion Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Jaesung Tae, Hamish Ivison, Sachin Kumar, et al.2025 · 9 citations
- The Mirage of Model Editing: Revisiting Evaluation in the WildAnnual Meeting of the Association for Computational Linguistics (ACL)Wanli Yang, Fei Sun, Jiajun Tan, et al.2025 · 9 citations
- Theorem Prover as a Judge for Synthetic Data GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Joshua Ong Jun Leang, Giwon Hong, Wenda Li, et al.2025 · 9 citations
- Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary PerceptionAnnual Meeting of the Association for Computational Linguistics (ACL)Shiyu Ni, Keping Bi, Jiafeng Guo, et al.2025 · 9 citations
- VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Wenqian Cui, Xiaoqi Jiao, Ziqiao Meng, et al.2025 · 9 citations
- Arabic Automatic Story Generation with Large Language ModelsArabic Natural Language Processing Conference (ArabicNLP)Ahmed Oumar El-Shangiti, Fakhraddin Alwajih, Muhammad Abdul-Mageed2024 · 9 citations
- I'm sure you're a real scholar yourself: Exploring Ironic Content Generation by Large Language ModelsFindings of the Association for Computational LinguisticsPier Felice Balestrucci, Silvia Casola, Soda Marem Lo, et al.2024 · 9 citations
- Linear Cross-document Event Coreference Resolution with X-AMRLanguage Resources and Evaluation Conference (LREC)Shafiuddin Rehan Ahmed, George Arthur Baker, Evi Judge, et al.2024 · 9 citations
- MSciNLI: A Diverse Benchmark for Scientific Natural Language InferenceConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mobashir Sadat, Cornelia Caragea2024 · 9 citations
- Why do small language models underperform? Studying Language Model Saturation via the Softmax BottleneckarXiv:2404.07647Nathan Godey, Eric de la Clergerie, Benoit Sagot2024 · 9 citations
- A Framework for Automated Measurement of Responsible AI Harms in Generative AI ApplicationsarXiv:2310.17750Ahmed Magooda, Alec Helyar, Kyle Jackson, et al.2023 · 9 citations
- From RAG to Agentic RAG for Faithful Islamic Question AnsweringFindings of the Association for Computational LinguisticsGagan Bhatia, Hamdy Mubarak, Mustafa Jarrar, et al.2026 · 8 citations
- Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time SteeringAnnual Meeting of the Association for Computational Linguistics (ACL)Zifeng Cheng, Zhonghui Wang, Yuchen Fu, et al.2025 · 8 citations
- Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-TuningInternational Conference on Computational Linguistics (COLING)Jing Bi, Yuting Wu, Weiwei Xing, et al.2025 · 8 citations
- Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Joykirat Singh, Akshay Nambi, Vibhav Vineet2025 · 8 citations
- Nudging: Inference-time Alignment of LLMs via Guided DecodingAnnual Meeting of the Association for Computational Linguistics (ACL)Yu Fei, Yasaman Razeghi, Sameer Singh2025 · 8 citations
- SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative DecodingInternational Conference on Computational Linguistics (COLING)Zhenglin Wang, Jialong Wu, Yilong Lai, et al.2025 · 8 citations
- Selective Preference Optimization via Token-Level Reward Function EstimationConference on Empirical Methods in Natural Language Processing (EMNLP)Kailai Yang, Zhiwei Liu, Qianqian Xie, et al.2025 · 8 citations
- Superficial Self-Improved Reasoners Benefit from Model MergingConference on Empirical Methods in Natural Language Processing (EMNLP)Xiangchi Yuan, Chunhui Zhang, Zheyuan Liu, et al.2025 · 8 citations
- TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Xinyi He, Yihao Liu, Mengyu Zhou, et al.2025 · 8 citations
- Tiny Budgets, Big Gains: Parameter Placement Strategy in Parameter Super-Efficient Fine-TuningConference on Empirical Methods in Natural Language Processing (EMNLP)Jinman Zhao, Xueyan Zhang, Jiaru Li, et al.2025 · 8 citations
- Halu-J: Critique-Based Hallucination JudgearXiv:2407.12943Binjie Wang, Steffi Chern, Ethan Chern, et al.2024 · 8 citations
- Improving Language Models Trained on Translated Data with Continual Pre-Training and Dictionary Learning AnalysisArabic Natural Language Processing Conference (ArabicNLP)Sabri Boughorbel, Md Rizwan Parvez, Majd Hawasly2024 · 8 citations
- Just read twice: closing the recall gap for recurrent language modelsarXiv:2407.05483Simran Arora; Aman Timalsina; Aaryan Singhal; Benjamin Spector; Sabri Eyuboglu; Xinyi Zhao; Ashish Rao; Atri Rudra;, Christopher Re2024 · 8 citations
- Manipulating language models' training data to study syntactic constraint learning: the case of English passivizationarXiv:2407.04593Cara Su-Yi Leong, Tal Linzen2024 · 8 citations
- SIGA: A Naturalistic NLI Dataset of English Scalar Implicatures with Gradable AdjectivesRashid Nizamani, Sebastian Schuster, Vera Demberg2024 · 8 citations
- Autoregressive Semantic Visual Reconstruction Helps VLMs Understand BetterFindings of the Association for Computational LinguisticsDianyi Wang, Wei Song, Yikun Wang, et al.2026 · 7 citations
- DebateQA: Evaluating Question Answering on Debatable KnowledgeFindings of the Association for Computational LinguisticsRongwu Xu, Xuan Qi, Zehan Qi, et al.2026 · 7 citations
- Fine-tuning Large Language Models with Limited Data: A Survey and Practical GuideTransactions of the Association for Computational Linguistics (TACL)Marton Szep, Daniel Rueckert, Rüdiger von Eisenhart-Rothe, et al.2026 · 7 citations
- ALYMPICS: LLM Agents Meet Game TheoryInternational Conference on Computational Linguistics (COLING)Shaoguang Mao, Yuzhe Cai, Yan Xia, et al.2025 · 7 citations
- Case2Code: Scalable Synthetic Data for Code GenerationInternational Conference on Computational Linguistics (COLING)Yunfan Shao, Linyang Li, Yichuan Ma, et al.2025 · 7 citations
- CUTE: A Multilingual Dataset for Enhancing Cross-Lingual Knowledge Transfer in Low-Resource LanguagesInternational Conference on Computational Linguistics (COLING)Wenhao Zhuang, Yuan Sun2025 · 7 citations
- Get Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy MaximizationInternational Conference on Computational Linguistics (COLING)Zhaohan Zhang, Ziquan Liu, Ioannis Patras2025 · 7 citations
- ICLEval: Evaluating In-Context Learning Ability of Large Language ModelsInternational Conference on Computational Linguistics (COLING)Wentong Chen, Yankai Lin, ZhenHao Zhou, et al.2025 · 7 citations
- Language Adaptation of Large Language Models: An Empirical Study on LLaMA2International Conference on Computational Linguistics (COLING)Shumin Wang, Yuexiang Xie, Bolin Ding, et al.2025 · 7 citations
- MPO: Multilingual Safety Alignment via Reward Gap OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Weixiang Zhao, Yulin Hu, Yang Deng, et al.2025 · 7 citations
- Distillation Contrastive Decoding: Improving LLMs Reasoning with Contrastive Decoding and DistillationarXiv:2402.14874Phuc Phan, Hieu Tran, Long Phan2024 · 7 citations
- EDEN: Empathetic Dialogues for English LearningFindings of the Association for Computational LinguisticsLi Siyan, Teresa Shao, Zhou Yu, et al.2024 · 7 citations
- FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive DistillationarXiv:2407.07093Liqun Ma, Mingjie Sun, Zhiqiang Shen2024 · 7 citations
- GRIN: GRadient-INformed MoEarXiv:2409.12136Liyuan Liu, Young Jin Kim, Shuohang Wang, et al.2024 · 7 citations
- MGKM at StanceEval2024 Fine-Tuning Large Language Models for Arabic Stance DetectionArabic Natural Language Processing Conference (ArabicNLP)Mamoun Alghaslan, Khaled Almutairy2024 · 7 citations
- RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation FrameworkYifan Wang, Vera Demberg2024 · 7 citations
- Subjectivity Detection in English News using Large Language ModelsWorkshop on Computational Approaches to Subjectivity, Sentiment and Social Media AnalysisMohammad Shokri, Vivek Sharma, Elena Filatova, et al.2024 · 7 citations
- How Good is Your Wikipedia? Auditing Data Quality for Low-resource and Multilingual NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Kushal Tatariya, Artur Kulmizev, Wessel Poelman, et al.2026 · 6 citations
- PDTrim: Targeted Pruning for Prefill-Decode Disaggregation in InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Zhang, Lyu Mengsi, Zhuo Chen, et al.2026 · 6 citations
- Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Chao Xue, Yao Wang, Mengqiao Liu, et al.2026 · 6 citations
- BeamLoRA: Beam-Constraint Low-Rank AdaptationAnnual Meeting of the Association for Computational Linguistics (ACL)Naibin Gu, Zhenyu Zhang, Xiyu Liu, et al.2025 · 6 citations
- Enhancing Knowledge Distillation of Large Language Models through Efficient Multi-Modal Distribution AlignmentInternational Conference on Computational Linguistics (COLING)Tianyu Peng, Jiajun Zhang2025 · 6 citations
- Insight Over Sight: Exploring the Vision-Knowledge Conflicts in Multimodal LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoyuan Liu, Wenxuan Wang, Youliang Yuan, et al.2025 · 6 citations
- KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional EmbeddingAnnual Meeting of the Association for Computational Linguistics (ACL)Shi Luohe, Zuchao Li, Lefei Zhang, et al.2025 · 6 citations
- PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level AdaptationAnnual Meeting of the Association for Computational Linguistics (ACL)Linhai Zhang, Jialong Wu, Deyu Zhou, et al.2025 · 6 citations
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