---
title: "Papers of 2026 — page 55 — 5,636 papers, the most cited first"
description: "Papers of 2026: 5,636 papers of the Elamur Research library — what each work is about in our own words, its ideas, references and who cites it."
canonical: "https://research.elamur.ai/free/en/papers/2026/page/55/"
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# Papers of 2026 — page 55

5,636 papers · [papers of all years](https://md.research.elamur.ai/free/en/papers/)

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**[UMMF: Protecting Copyright of Large Vision-Language Models through Unlearning-based Multimodal Memorization Fingerprint](https://md.research.elamur.ai/free/en/papers/zheng-2026-ummf-protecting-copyright-large-vision/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaofan Zheng, Xinghao Wang, Xiaojun Wan*2026*

**[UMPIRE: Unveiling LLM-generated Posts via Redundant Expressions](https://md.research.elamur.ai/free/en/papers/yi-2026-umpire-unveiling-llm-generated-posts/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaoquan Yi, Haixing Wu, Haozhao Wang, et al.*2026*

**[UnAC: Adaptive Visual Prompting with Abstraction and Stepwise Checking for Complex Multimodal Reasoning](https://md.research.elamur.ai/free/en/papers/wang-2026-unac-adaptive-visual-prompting-abstraction/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yifan Wang, Yun Fu*2026*

**[Uncertainty-Aware Multi-Label Routing of Clinical Text to Surveillance Pathways](https://md.research.elamur.ai/free/en/papers/zecevic-2026-uncertainty-aware-multi-label-routing/) [BioNLP](https://md.research.elamur.ai/free/en/venues/bionlp/)**Agathe Zecevic, Sebastian Zeki, Angus Roberts*2026*

**[Uncertainty-Aware Test-Time Search for Optimization Problem Solving](https://md.research.elamur.ai/free/en/papers/yu-2026-uncertainty-aware-test-time-search/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Linlin Yu, Xujiang Zhao, Dong Li, et al.*2026*

**[Uncovering Currency Bias and Syntax Gap in Text Embedding Models](https://md.research.elamur.ai/free/en/papers/sudevan-2026-uncovering-currency-bias-syntax-gap/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Saurav Sudevan, Harsh Pal, Yatin Katyal, et al.*2026*

**[Uncovering Hidden Violent Tendencies in LLMs: A Demographic Analysis via Behavioral Vignettes](https://md.research.elamur.ai/free/en/papers/myers-2026-uncovering-hidden-violent-tendencies-llms/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Quintin Myers, Yanjun Gao*2026*

**[Uncovering Ideological Bias in RAG with Lexical Multidimensional Analysis: A Case Study on COVID-19](https://md.research.elamur.ai/free/en/papers/salari-2026-uncovering-ideological-bias-rag-lexical/) [Joint Conference on Lexical and Computational Semantics (*SEM)](https://md.research.elamur.ai/free/en/venues/starsem/)**Elmira Salari, Maria Claudia Nunes Delfino, Hazem Amamou, et al.*2026*

**[Uncovering Strategic Egoism Behaviors in Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2026-uncovering-strategic-egoism-behaviors-large/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yaoyuan Zhang, Zonghao Ying, Aishan Liu, et al.*2026*

**[Under the Surface: Probing Tamil Paraphrase Intelligence](https://md.research.elamur.ai/free/en/papers/r-2026-under-surface-probing-tamil-paraphrase/) [Joint Conference on Lexical and Computational Semantics (*SEM)](https://md.research.elamur.ai/free/en/venues/starsem/)**Viswadarshan R R, Dr. J. Felicia Lilian, Mahalakshmi S*2026*

**[Understanding and Mitigating Spurious Signal Amplification in Test-Time Reinforcement Learning for Math Reasoning](https://md.research.elamur.ai/free/en/papers/yu-2026-understanding-mitigating-spurious-signal-amplification/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yongcan Yu, Lingxiao He, Jian Liang, et al.*2026*

**[Understanding and Preventing Entropy Collapse in RLVR with On-Policy Entropy Flow Optimization](https://md.research.elamur.ai/free/en/papers/xu-2026-understanding-preventing-entropy-collapse-rlvr/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Huimin Xu, Shuai Zhao, Xiaobao Wu, et al.*2026*

**[Understanding Conflicts in Multi-Objective Alignment through Reward Consistency](https://md.research.elamur.ai/free/en/papers/xu-2026-understanding-conflicts-multi-objective-alignment/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Zhihao Xu, Yongqi Tong, Xin Zhang, et al.*2026*

**[Understanding Emergent Misalignment via Feature Superposition Geometry](https://md.research.elamur.ai/free/en/papers/minegishi-2026-understanding-emergent-misalignment-feature-superposition/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Gouki Minegishi, Hiroki Furuta, Takeshi Kojima, et al.*2026*

**[Understanding In-Context Learning Beyond Transformers: An Investigation of State Space and Hybrid Architectures](https://md.research.elamur.ai/free/en/papers/wang-2026-understanding-context-learning-beyond-transformers/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Shenran Wang, Timothy Tin-Long Tse, Jian Zhu*2026*

**[Understanding LLMs' summarization capabilities: an analysis of biomedical abstract and lay summary generation](https://md.research.elamur.ai/free/en/papers/nursal-2026-understanding-llms-summarization-capabilities-analysis/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Batuhan Nursal, Cassie S. Mitchell*2026*

**[Understanding the Behaviors of Environment-aware Information Retrieval](https://md.research.elamur.ai/free/en/papers/yuan-2026-understanding-behaviors-environment-aware-information/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ruifeng Yuan, Chaohao Yuan, David Dai, et al.*2026*

**[Understanding the Prompt Sensitivity](https://md.research.elamur.ai/free/en/papers/liu-2026-understanding-prompt-sensitivity/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yang Liu, Chenhui Chu*2026*

**[Understanding the Sociocultural Dimensions of Mental Health Discourse in Arabic X Communities](https://md.research.elamur.ai/free/en/papers/alqahtani-2026-understanding-sociocultural-dimensions-mental-health/) [Social Media Mining for Health Research and Applications Workshop and Shared Tasks](https://md.research.elamur.ai/free/en/venues/smm4h/)**Amal Abdullah Alqahtani, Rana Aref Salama, Mona T. Diab*2026*

- [Understanding the Sociocultural Dimensions of Mental Health Discourse in Arabic-Language X Communities arXiv:2606.08307](https://md.research.elamur.ai/free/en/papers/alqahtani-2026-understanding-sociocultural-dimensions-mental-health-discourse/) — Amal Alqahtani, Rana Salama, Mona Diab · 2026

**[UNED at SemEval-2026 Task 9: Sentiment-Aware Transformer Models with Back-Translation Augmentation for Online polarisation Detection](https://md.research.elamur.ai/free/en/papers/sanabria-2026-uned-semeval-2026-task-9/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Victor Garcia Sanabria, Alvaro Rodrigo, Roberto Centeno*2026*

**[UNH @ Rag4Reports: A Broad Exploration of LLM-Judges for RAG](https://md.research.elamur.ai/free/en/papers/tran-2026-unh-rag4reports-broad-exploration-llm/) [Workshop on Multilingual Report Generation via Retrieval Augmented Generation](https://md.research.elamur.ai/free/en/venues/rag4reports/)**Minna Tran, Ryan McCarthy, Aiden Parsons, et al.*2026*

**[UniCite: A Dataset and Unified Hierarchical Taxonomy for Multi-Dimensional Citation Analysis](https://md.research.elamur.ai/free/en/papers/mourky-2026-unicite-dataset-unified-hierarchical-taxonomy/) [Natural Scientific Language Processing (NSLP) @ LREC](https://md.research.elamur.ai/free/en/venues/nslp/)**Amina Mourky, Elena Leitner, Julian Moreno-Schneider, et al.*2026*

**[UniCM: A Unified Consistency Model For Efficient Multimodal Generation and Understanding](https://md.research.elamur.ai/free/en/papers/xu-2026-unicm-unified-consistency-model-efficient/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Chenkai Xu, Xu Wang, Zhenyi Liao, et al.*2026*

**[UniDataBench: Evaluating Data Analytics Agents Across Structured and Unstructured Data](https://md.research.elamur.ai/free/en/papers/weng-2026-unidatabench-evaluating-data-analytics-agents/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Han Weng, Zhou Liu, Yuanfeng Song, et al.*2026*

**[UniGeM: Unifying Data Selection and Mixing via Geometric Exploration and Mining](https://md.research.elamur.ai/free/en/papers/wang-2026-unigem-unifying-data-selection-mixing/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Changhao Wang, Yunfeiyu, Xinhao Yao, et al.*2026*

**[Unintended Memorization of Sensitive Information in Fine-Tuned Language Models](https://md.research.elamur.ai/free/en/papers/szep-2026-unintended-memorization-sensitive-information-fine/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Marton Szep, Jorge Marin Ruiz, Georgios Kaissis, et al.*2026*

**[Union-of-Experts: Neurons in Mixture-of-Experts are Secretly Routers](https://md.research.elamur.ai/free/en/papers/wu-2026-union-experts-neurons-mixture-experts/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Songhao Wu, Ang Lv, Ruobing Xie, et al.*2026*

**[UniSkill: A Dataset for Matching University Curricula to Professional Competencies](https://md.research.elamur.ai/free/en/papers/musazade-2026-uniskill-dataset-matching-university-curricula/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Nurlan Musazade, József Mezei, Mike Zhang*2026*

**[UniSRM: A Unified Speech Reward Model for Reasoning-Based Fine-grained Assessment](https://md.research.elamur.ai/free/en/papers/wang-2026-unisrm-unified-speech-reward-model/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yuanyuan Wang, Dongchao Yang, Yayue Deng, et al.*2026*

- [Universal Dependencies guidelines (v2): English-specific pages](https://md.research.elamur.ai/free/en/papers/contributors-2026-universal-dependencies-guidelines/) — Universal Dependencies contributors · English

**[Universally Empowering Zeroth-Order Optimization via Adaptive Layer-wise Sampling](https://md.research.elamur.ai/free/en/papers/wang-2026-universally-empowering-zeroth-order-optimization/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Fei Wang, Li Shen, Liang Ding, et al.*2026*

**[University of Tripoli at AraSentEval: Fine-Tuning MARBERTv2 and CAMELBERT for Multi-Dialect Arabic Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/nwesri-2026-university-tripoli-arasenteval-fine-tuning/) [Workshop on Open-Source Arabic Corpora and Processing Tools with Shared Tasks](https://md.research.elamur.ai/free/en/venues/osact/)**Abdusalam F. Ahmad Nwesri, Amani Bahlul Sharif, Sarah Farag S. Hmeid*2026*

**[University Speaking for Everyone: Assessing Changes in Italian Higher Education Statutes toward Gender-Inclusive Language](https://md.research.elamur.ai/free/en/papers/salto-2026-university-speaking-everyone-assessing-changes/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Sebastiano Vecellio Salto, Camilla Casula, Alessio Palmero Aprosio, et al.*2026*

**[UNIVID: Unified Vision-Language Model for Video Moderation](https://md.research.elamur.ai/free/en/papers/yang-2026-univid-unified-vision-language-model/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kejuan Yang, Yizhuo Zhang, Mingyuan Du, et al.*2026*

**[UniVocal: Unified Speech-Singing Code-Switching Synthesis](https://md.research.elamur.ai/free/en/papers/shi-2026-univocal-unified-speech-singing-code/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**YuFei Shi, Qian Chen, Wen Wang, et al.*2026*

**[Unleashing the Native Recommendation Potential: LLM-Based Generative Recommendation via Structured Term Identifiers](https://md.research.elamur.ai/free/en/papers/zhang-2026-unleashing-native-recommendation-potential-llm/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Zhiyang Zhang, Junda She, Kuo Cai, et al.*2026*

**[Unlocking Human-Like Visible Logic: How Logic Diagrams Boost Logic Reasoning in Large Language Models?](https://md.research.elamur.ai/free/en/papers/wu-2026-unlocking-human-like-visible-logic/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Xin Wu, Yuqi Bu, Mengchen Zhao, et al.*2026*

**[Unmasking the Factual-Conceptual Gap in Persian Language Models](https://md.research.elamur.ai/free/en/papers/sakhaeirad-2026-unmasking-factual-conceptual-gap-persian/) [Proceedings of the Workshop on NLP and LLMs for the Iranian Language Family](https://md.research.elamur.ai/free/en/venues/silkroadnlp/)**Alireza Sakhaeirad, Ali Ma'manpoosh, Arshia Hemmat*2026*

**[Unrequited Emotions: Investigating the Gaps in Motivation and Practice in Speech Emotion Recognition Research](https://md.research.elamur.ai/free/en/papers/wong-2026-unrequited-emotions-investigating-gaps-motivation/) [Computational Affective Science (CAS) @ LREC](https://md.research.elamur.ai/free/en/venues/cas/)**Taryn Wong, Zeerak Talat, Hanan Aldarmaki, et al.*2026*

**[UNSC-Bench: Evaluating LLM Diplomatic Role-Playing Through UN Security Council Vote Prediction](https://md.research.elamur.ai/free/en/papers/nangia-2026-unsc-bench-evaluating-llm-diplomatic/) [Workshop on Multilingual Multicultural Evaluation](https://md.research.elamur.ai/free/en/venues/mme/)**Ayush Nangia, Aman Gokrani, Ruggero Marino Lazzaroni*2026*

**[Unveiling Inherent Visual Grounding in Multimodal LLMs for Text-Rich Images](https://md.research.elamur.ai/free/en/papers/zhou-2026-unveiling-inherent-visual-grounding-multimodal/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Shijie Zhou, Jihyung Kil, Ming Li, et al.*2026*

**[Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story](https://md.research.elamur.ai/free/en/papers/vladislav-2026-unveiling-intrinsic-dimension-texts-academic/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Pedashenko Vladislav, Laida Kushnareva, Yana Khassan Nibal, et al.*2026*

**[UPR at SemEval-2026 Task 9: Multi-Label Polarization and Manifestation Detection in Urdu](https://md.research.elamur.ai/free/en/papers/shahzad-2026-upr-semeval-2026-task-9/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Mtayyaba Shahzad, Inzmam Khadam, Zaufishan Mahmood, et al.*2026*

**[User-Assistant Bias in LLMs](https://md.research.elamur.ai/free/en/papers/pan-2026-user-assistant-bias-llms/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Xu Pan, Jingxuan Fan, Zidi Xiong, et al.*2026*

**[Using BERT to Explore Lexical Semantic Change of Prepositions](https://md.research.elamur.ai/free/en/papers/radchankava-2026-bert-explore-lexical-semantic-change/) [Proceedings for the International Workshop on Computational Approaches to Language Change](https://md.research.elamur.ai/free/en/venues/lchange/)**Liudmila Radchankava, Vasily Konovalov*2026*

**[Using Interaction Log Data to Evaluate and Improve Feedback Accuracy in an Intelligent Language Tutoring System](https://md.research.elamur.ai/free/en/papers/soliar-2026-interaction-log-data-evaluate-improve/) [Workshop on Innovative Use of NLP for Building Educational Applications (BEA)](https://md.research.elamur.ai/free/en/venues/bea/)**Mariia Soliar, Leona Colling, Stephen Bodnar, et al.*2026*

**[Using k-Shot Prompting with Large k for the Automated Scoring of a German Written Elicited Imitation Test](https://md.research.elamur.ai/free/en/papers/sternik-2026-k-shot-prompting-large-k/) [Workshop on Innovative Use of NLP for Building Educational Applications (BEA)](https://md.research.elamur.ai/free/en/venues/bea/)**Malte Sternik, Ronja Laarmann-Quante, Anastasia Drackert*2026*

**[Using LLMs for Automatic Discipline Annotation in a Diachronic Corpus of English Scientific Papers](https://md.research.elamur.ai/free/en/papers/bagdasarov-2026-llms-automatic-discipline-annotation-diachronic/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Sergei Bagdasarov, Diego Alves, Stefan Fischer, et al.*2026*

**[Using LLMs for item creation: Validating the potential of automatically generated sentence repetition test items for language assessment](https://md.research.elamur.ai/free/en/papers/lober-2026-llms-item-creation-validating-potential/) [Workshop on Innovative Use of NLP for Building Educational Applications (BEA)](https://md.research.elamur.ai/free/en/venues/bea/)**Sarah Löber, Björn Rudzewitz, Yuan Chu, et al.*2026*

**[Using machine learning and large language models for the automatic assessment of Celpe-Bras exam texts (Uso de técnicas de Aprendizado de Máquina e Modelos de Língua de Larga Escala para avaliação automática de textos do exame Celpe-Bras)](https://md.research.elamur.ai/free/en/papers/nunes-2026-uso-de-tecnicas-de-aprendizado/) [International Conference on Computational Processing of Portuguese](https://md.research.elamur.ai/free/en/venues/propor/)**Rafael Oleques Nunes, Bernardo Cobalchini Zietolie, Ricardo Zanini De Costa, et al.*2026*

**[Using Temporal Stability to Probe the Syllabification of Medial Geminates: Evidence from Moroccan Arabic](https://md.research.elamur.ai/free/en/papers/nirheche-2026-temporal-stability-probe-syllabification-medial/) [Glossa a journal of general linguistics](https://md.research.elamur.ai/free/en/venues/glossa-a-journal-of-general-linguistics/)**Ali Nirheche*2026*

**[Using the Mimi codec for metalinguistic representations](https://md.research.elamur.ai/free/en/papers/saloev-2026-mimi-codec-metalinguistic-representations/) [Workshop on the Bridges and Gaps between Formal and Computational Linguistics](https://md.research.elamur.ai/free/en/venues/brigap/)**Artem Saloev, Erin Pacquetet, Nicolas Ballier*2026*

**[Using Topological Data Analysis to Characterize the Layers of Language Models Before and After Word Substitution Attacks](https://md.research.elamur.ai/free/en/papers/tang-2026-topological-data-analysis-characterize-layers/) [Workshop on Customizable NLP: Progress and Challenges in Customizing NLP for a Domain, Application, Group, or Individual](https://md.research.elamur.ai/free/en/venues/customnlp4u/)**Adam Tang, Catherine Liu, Kimberly Lopez, et al.*2026*

**[Using Vedalakṣaṇa texts for the validation and normalization of Vedic Corpus](https://md.research.elamur.ai/free/en/papers/svarupa-2026-vedalak-texts-validation-normalization-vedic/) [International Sanskrit Computational Linguistics Symposium](https://md.research.elamur.ai/free/en/venues/iscls/)**Team Svarupa*2026*

**[Uslub at AbjadAuthorID Shared Task: A Comparative Analysis of Traditional Machine Learning and Transformer-Based Models for Authorship Attribution in Arabic and Urdu](https://md.research.elamur.ai/free/en/papers/alsuhaibani-2026-uslub-abjadauthorid-shared-task-comparative/) [Workshop on NLP for Languages Using Arabic Script](https://md.research.elamur.ai/free/en/venues/abjadnlp/)**Shahad Alsuhaibani, Mohamed Alkaoud*2026*

**[Utterance-level Detection Framework for LLM-Involved Content Detection in Conversational Setting](https://md.research.elamur.ai/free/en/papers/zhou-2026-utterance-level-detection-framework-llm/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Muyang Zhou, Huaxia Rui*2026*

**[UWB at SemEval-2026 Task 5: Synsets and their contexts](https://md.research.elamur.ai/free/en/papers/taylor-2026-uwb-semeval-2026-task-5/) [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/)**Stephen Taylor*2026*

**[v-HUB: A Benchmark for Video Humor Understanding from Vision and Sound](https://md.research.elamur.ai/free/en/papers/shi-2026-v-hub-benchmark-video-humor/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhengpeng Shi, Yanpeng Zhao, Jianqun Zhou, et al.*2026*

**[V-RoLoRA: RLVR-Driven MoE Routing for Steerable Pluralistic Alignment](https://md.research.elamur.ai/free/en/papers/wang-2026-v-rolora-rlvr-driven-moe/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Jing Wang, Yaomin Wu, Yinglin Wang, et al.*2026*

**[VAIDYA: Validated Agents for Intelligent Diagnosis and Yielded Analysis](https://md.research.elamur.ai/free/en/papers/shah-2026-vaidya-validated-agents-intelligent-diagnosis/) [Workshop on Generation, Evaluation and Metrics (GEM)](https://md.research.elamur.ai/free/en/venues/gem/)**Kalash Shah, Gautam Bhutani, Rohitaswa Sarbhangia, et al.*2026*

**[Validating Automatic Evaluation of Controllable Counterspeech Generation: Rankings Matter More Than Scores](https://md.research.elamur.ai/free/en/papers/zheng-2026-validating-automatic-evaluation-controllable-counterspeech/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Yi Zheng, Björn Ross, Walid Magdy*2026*

**[Validator-Guided Hard Negative Mining for Masked Language Modeling in Low-Resource Ancient Languages](https://md.research.elamur.ai/free/en/papers/voinea-2026-validator-guided-hard-negative-mining/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Andrei Voinea*2026*

**[Variation Is the Norm: Embracing Sociolinguistics in NLP](https://md.research.elamur.ai/free/en/papers/lutgen-2026-variation-is-norm-embracing-sociolinguistics/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Anne-Marie Lutgen, Alistair Plum, Verena Blaschke, et al.*2026*

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**[VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training](https://md.research.elamur.ai/free/en/papers/zhu-2026-vrpo-rethinking-value-modeling-robust/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Dingwei Zhu, Shihan Dou, Zhiheng Xi, et al.*2026*

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