---
title: "EMNLP 2025 — all accepted papers, page 5 — Elamur Research"
description: "All 2,086 papers of EMNLP 2025 · page 5 of 21, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/emnlp/2025/papers/page/5/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/emnlp/2025/papers/page/5/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [EMNLP](https://md.research.elamur.ai/free/en/venues/emnlp/) / [2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) / [papers](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/) / page 5

# EMNLP 2025: all accepted papers

2,086 papers · page 5 of 21 · the most cited first · [← EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/)

[← prev](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/4/) [1](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/) … [4](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/4/) **5** [6](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/6/) … [10](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/10/) … [21](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/21/) [next →](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/6/)

401. **[ActionStudio: A Lightweight Framework for Data and Training of Large Action Models ↗](https://aclanthology.org/2025.emnlp-main.1090/)**Jianguo Zhang, Thai Hoang, Ming Zhu et al.*2 citations*
402. **[AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation ↗](https://aclanthology.org/2025.emnlp-main.193/)**Yilong Lai, Jialong Wu, Zhenglin Wang et al.*2 citations*
403. **[Adversarial Attacks Against Automated Fact-Checking: A Survey ↗](https://aclanthology.org/2025.emnlp-main.1171/)**Fanzhen Liu, Sharif Abuadbba, Kristen Moore et al.*2 citations*
404. **[Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1471/)**Younwoo Choi, Changling Li, Yongjin Yang et al.*2 citations*
405. **[AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories ↗](https://aclanthology.org/2025.emnlp-demos.15/)**Tianyue Ou, Wanyao Guo, Apurva Gandhi et al. · System Demonstrations*2 citations*
406. **[Answering Narrative-Driven Recommendation Queries via a Retrieve–Rank Paradigm and the OCG-Agent ↗](https://aclanthology.org/2025.emnlp-main.667/)**Yunxiao Shi, Haoning Shang, Xing Zi et al.*2 citations*
407. **[Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models ↗](https://aclanthology.org/2025.emnlp-main.1405/)**Piotr Przybyła, Euan McGill, Horacio Saggion*2 citations*
408. **[Automating Steering for Safe Multimodal Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.41/)**Lyucheng Wu, Mengru Wang, Ziwen Xu et al.*2 citations*
409. **[Benchmarking LLMs on Semantic Overlap Summarization ↗](https://aclanthology.org/2025.emnlp-main.1692/)**John Salvador, Naman Bansal, Mousumi Akter et al.*2 citations*
410. **[Beyond Input Activations: Identifying Influential Latents by Gradient Sparse Autoencoders ↗](https://aclanthology.org/2025.emnlp-main.87/)**Dong Shu, Xuansheng Wu, Haiyan Zhao et al.*2 citations*
411. **[Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems ↗](https://aclanthology.org/2025.emnlp-main.956/)**Song Jin, Juntian Zhang, Yuhan Liu et al.*2 citations*
412. **[Bit-Flip Error Resilience in LLMs: A Comprehensive Analysis and Defense Framework ↗](https://aclanthology.org/2025.emnlp-main.528/)**Yuhang Chen, Zhen Tan, Ajay Kumar Jaiswal et al.*2 citations*
413. **[Boosting Data Utilization for Multilingual Dense Retrieval ↗](https://aclanthology.org/2025.emnlp-main.624/)**Chao Huang, Fengran Mo, Yufeng Chen et al.*2 citations*
414. **[CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios ↗](https://aclanthology.org/2025.emnlp-main.1355/)**Shiting Huang, Zhen Fang, Zehui Chen et al.*2 citations*
415. **[CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners ↗](https://aclanthology.org/2025.emnlp-main.572/)**Yunzhi Yao, Jizhan Fang, Jia-Chen Gu et al.*2 citations*
416. **[Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations ↗](https://aclanthology.org/2025.emnlp-main.187/)**Ziwei Ji, Lei Yu, Yeskendir Koishekenov et al. · 🏆 SAC Highlight Award*2 citations*
417. **[Can LLMs Generate and Solve Linguistic Olympiad Puzzles? ↗](https://aclanthology.org/2025.emnlp-main.969/)**Neh Majmudar, Elena Filatova*2 citations*
418. **[Can LLMs Help You at Work? A Sandbox for Evaluating LLM Agents in Enterprise Environments ↗](https://aclanthology.org/2025.emnlp-main.466/)**Harsh Vishwakarma, Ankush Agarwal, Ojas Patil et al.*2 citations*
419. **[Cardiverse: Harnessing LLMs for Novel Card Game Prototyping ↗](https://aclanthology.org/2025.emnlp-main.1511/)**Danrui Li, Sen Zhang, Samuel S. Sohn et al. · 🏆 SAC Highlight Award*2 citations*
420. **[Causal Interventions Reveal Shared Structure Across English Filler–Gap Constructions](https://md.research.elamur.ai/free/en/papers/boguraev-2025-causal-interventions-reveal-shared-structure/)**Sasha Boguraev, Christopher Potts, Kyle Mahowald · 🏆 Outstanding Paper*2 citations · our summary*
421. **[CausalVLBench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models ↗](https://aclanthology.org/2025.emnlp-main.1561/)**Aneesh Komanduri, Karuna Bhaila, Xintao Wu*2 citations*
422. **[Certainty in Uncertainty: Reasoning over Uncertain Knowledge Graphs with Statistical Guarantees ↗](https://aclanthology.org/2025.emnlp-main.441/)**Yuqicheng Zhu, Jingcheng Wu, Yizhen Wang et al.*2 citations*
423. **[ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering ↗](https://aclanthology.org/2025.emnlp-main.226/)**Jingxuan Wei, Nan Xu, Junnan Zhu et al.*2 citations*
424. **[CiteBART: Learning to Generate Citations for Local Citation Recommendation ↗](https://aclanthology.org/2025.emnlp-main.89/)**Ege Yiğit Çelik, Selma Tekir*2 citations*
425. **[Coarse-to-Fine Grounded Memory for LLM Agent Planning ↗](https://aclanthology.org/2025.emnlp-main.659/)**Wei Yang, Jinwei Xiao, Hongming Zhang et al.*2 citations*
426. **[ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval ↗](https://aclanthology.org/2025.emnlp-industry.145/)**Ahmed Masry, Megh Thakkar, Patrice Bechard et al. · Industry Track*2 citations*
427. **[Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents ↗](https://aclanthology.org/2025.emnlp-main.249/)**Haochen Sun, Shuwen Zhang, Lujie Niu et al. · 🏆 SAC Highlight Award*2 citations*
428. **[Collaborative Beam Search: Enhancing LLM Reasoning via Collective Consensus ↗](https://aclanthology.org/2025.emnlp-main.574/)**Yangyifan Xu, Shuo Ren, Jiajun Zhang*2 citations*
429. **[CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward ↗](https://aclanthology.org/2025.emnlp-main.1698/)**Shudong Liu, Hongwei Liu, Junnan Liu et al.*2 citations*
430. **[Compositional Generalisation for Explainable Hate Speech Detection ↗](https://aclanthology.org/2025.emnlp-main.703/)**Agostina Calabrese, Tom Sherborne, Björn Ross et al.*2 citations*
431. **[ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning ↗](https://aclanthology.org/2025.emnlp-main.405/)**Ziqing Qiao, Yongheng Deng, Jiali Zeng et al.*2 citations*
432. **[Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics ↗](https://aclanthology.org/2025.emnlp-main.1802/)**Seyedeh Fatemeh Ebrahimi, Jaakko Peltonen*2 citations*
433. **[Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings ↗](https://aclanthology.org/2025.emnlp-main.1150/)**Max Conti, Manuel Faysse, Gautier Viaud et al.*2 citations*
434. **[Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering ↗](https://aclanthology.org/2025.emnlp-main.788/)**Kun Zhu, Lizi Liao, Yuxuan Gu et al.*2 citations*
435. **[CourtReasoner: Can LLM Agents Reason Like Judges? ↗](https://aclanthology.org/2025.emnlp-main.1787/)**Sophia Simeng Han, Yoshiki Takashima, Shannon Zejiang Shen et al.*2 citations*
436. **[Crossing Domains without Labels: Distant Supervision for Term Extraction ↗](https://aclanthology.org/2025.emnlp-industry.95/)**Elena Senger, Yuri Campbell, Rob van der Goot et al. · Industry Track*2 citations*
437. **[DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration ↗](https://aclanthology.org/2025.emnlp-main.1340/)**Zhihao Jia, Mingyi Jia, Junwen Duan et al.*2 citations*
438. **[Decoding Dense Embeddings: Sparse Autoencoders for Interpreting and Discretizing Dense Retrieval ↗](https://aclanthology.org/2025.emnlp-main.1345/)**Seongwan Park, Taeklim Kim, Youngjoong Ko*2 citations*
439. **[Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.550/)**Ziliang Qiu, Renfen Hu*2 citations*
440. **[Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation ↗](https://aclanthology.org/2025.emnlp-main.575/)**Keane Ong, Rui Mao, Deeksha Varshney et al.*2 citations*
441. **[DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning ↗](https://aclanthology.org/2025.emnlp-main.1038/)**Tanmay Parekh, Kartik Mehta, Ninareh Mehrabi et al.*2 citations*
442. **[Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective ↗](https://aclanthology.org/2025.emnlp-main.213/)**Siyue Zhang, Yilun Zhao, Liyuan Geng et al.*2 citations*
443. **[Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey ↗](https://aclanthology.org/2025.emnlp-main.482/)**Mehrab Tanjim, Yeonjun In, Xiang Chen et al.*2 citations*
444. **[DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation ↗](https://aclanthology.org/2025.emnlp-main.1205/)**Miriam Wanner, Benjamin Van Durme, Mark Dredze*2 citations*
445. **[Do You Know About My Nation? Investigating Multilingual Language Models' Cultural Literacy Through Factual Knowledge ↗](https://aclanthology.org/2025.emnlp-main.756/)**Eshaan Tanwar, Anwoy Chatterjee, Michael Saxon et al.*2 citations*
446. **[Dual-Path Counterfactual Integration for Multimodal Aspect-Based Sentiment Classification ↗](https://aclanthology.org/2025.emnlp-main.1158/)**Rui Liu, Jiahao Cao, Jiaqian Ren et al.*2 citations*
447. **[DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition ↗](https://aclanthology.org/2025.emnlp-main.835/)**Hanjun Luo, Yingbin Jin, Yiran Wang et al.*2 citations*
448. **[ECC: An Emotion-Cause Conversation Dataset for Empathy Response ↗](https://aclanthology.org/2025.emnlp-main.306/)**Yuanyuan He, Yongsen Pan, Wei Li et al.*2 citations*
449. **[EGOILLUSION: Benchmarking Hallucinations in Egocentric Video Understanding ↗](https://aclanthology.org/2025.emnlp-main.1446/)**Ashish Seth, Utkarsh Tyagi, Ramaneswaran Selvakumar et al.*2 citations*
450. **[EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments ↗](https://aclanthology.org/2025.emnlp-main.385/)**Minh-Phuc Truong, Hai An Vu, Tu Vu et al.*2 citations*
451. **[EasyDistill: A Comprehensive Toolkit for Effective Knowledge Distillation of Large Language Models ↗](https://aclanthology.org/2025.emnlp-demos.60/)**Chengyu Wang, Junbing Yan, Wenrui Cai et al. · System Demonstrations*2 citations*
452. **[Effective Red-Teaming of Policy-Adherent Agents ↗](https://aclanthology.org/2025.emnlp-main.114/)**Itay Nakash, George Kour, Koren Lazar et al.*2 citations*
453. **[Efficient Compositional Multi-tasking for On-device Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1429/)**Ondrej Bohdal, Mete Ozay, Jijoong Moon et al.*2 citations*
454. **[Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings ↗](https://aclanthology.org/2025.emnlp-industry.61/)**Xiran Fan, Zhimeng Jiang, Chin-Chia Michael Yeh et al. · Industry Track*2 citations*
455. **[Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders ↗](https://aclanthology.org/2025.emnlp-main.974/)**Weiqiao Shan, Yuang Li, Yuhao Zhang et al.*2 citations*
456. **[EquiBench: Benchmarking Large Language Models' Reasoning about Program Semantics via Equivalence Checking ↗](https://aclanthology.org/2025.emnlp-main.1718/)**Anjiang Wei, Jiannan Cao, Ran Li et al.*2 citations*
457. **[Evaluating Conversational Agents with Persona-driven User Simulations based on Large Language Models: A Sales Bot Case Study ↗](https://aclanthology.org/2025.emnlp-industry.16/)**Justyna Gromada, Alicja Kasicka, Ewa Komkowska et al. · Industry Track*2 citations*
458. **[Evaluating and Aligning Human Economic Risk Preferences in LLMs ↗](https://aclanthology.org/2025.emnlp-main.917/)**Jiaxin Liu, Yixuan Tang, Yi Yang et al.*2 citations*
459. **[EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint ↗](https://aclanthology.org/2025.emnlp-main.358/)**Zhenhua Xu, Meng Han, Wenpeng Xing*2 citations*
460. **[Examining False Positives under Inference Scaling for Mathematical Reasoning ↗](https://aclanthology.org/2025.emnlp-main.632/)**Yu Wang, Nan Yang, Liang Wang et al.*2 citations*
461. **[Explainability and Interpretability of Multilingual Large Language Models: A Survey ↗](https://aclanthology.org/2025.emnlp-main.1033/)**Lucas Resck, Isabelle Augenstein, Anna Korhonen*2 citations*
462. **[Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs ↗](https://aclanthology.org/2025.emnlp-main.181/)**Mahammed Kamruzzaman, Gene Louis Kim*2 citations*
463. **[Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios ↗](https://aclanthology.org/2025.emnlp-main.916/)**Yunkai Dang, Mengxi Gao, Yibo Yan et al.*2 citations*
464. **[Extractive Fact Decomposition for Interpretable Natural Language Inference in one Forward Pass ↗](https://aclanthology.org/2025.emnlp-main.1615/)**Nicholas Popovič, Michael Färber*2 citations*
465. **[FLARE: Faithful Logic-Aided Reasoning and Exploration ↗](https://aclanthology.org/2025.emnlp-main.1193/)**Erik Arakelyan, Pasquale Minervini, Patrick Lewis et al.*2 citations*
466. **[Fair or Framed? Political Bias in News Articles Generated by LLMs ↗](https://aclanthology.org/2025.emnlp-main.856/)**Junho Yoo, Youhyun Shin*2 citations*
467. **[FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance ↗](https://aclanthology.org/2025.emnlp-main.1287/)**Mintong Kang, Vinayshekhar Bannihatti Kumar, Shamik Roy et al.*2 citations*
468. **[FilBench: Can LLMs Understand and Generate Filipino? ↗](https://aclanthology.org/2025.emnlp-main.127/)**Lester James Validad Miranda, Elyanah Aco, Conner G. Manuel et al.*2 citations*
469. **[FinTrust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain ↗](https://aclanthology.org/2025.emnlp-main.512/)**Tiansheng Hu, Tongyan Hu, Liuyang Bai et al.*2 citations*
470. **[Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework ↗](https://aclanthology.org/2025.emnlp-main.1069/)**Cai Ke, Yiming Du, Bin Liang et al.*2 citations*
471. **[Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents ↗](https://aclanthology.org/2025.emnlp-main.1144/)**Manan Suri, Puneet Mathur, Nedim Lipka et al.*2 citations*
472. **[From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing ↗](https://aclanthology.org/2025.emnlp-main.802/)**Lanxiao Huang, Daksh Dave, Tyler Cody et al.*2 citations*
473. **[From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes ↗](https://aclanthology.org/2025.emnlp-industry.104/)**Karen Zhou, John Michael Giorgi, Pranav Mani et al. · Industry Track*2 citations*
474. **[From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding ↗](https://aclanthology.org/2025.emnlp-industry.185/)**Xiangfeng Wang, Xiao Li, Yadong Wei et al. · Industry Track*2 citations*
475. **[GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection ↗](https://aclanthology.org/2025.emnlp-main.968/)**Zejiang He, Jingyuan Huang, Menglong Lu et al.*2 citations*
476. **[GER-LLM: Efficient and Effective Geospatial Entity Resolution with Large Language Model ↗](https://aclanthology.org/2025.emnlp-main.1186/)**Haojia Zhu, Zhicheng Li, Jiahui Jin*2 citations*
477. **[GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? ↗](https://aclanthology.org/2025.emnlp-main.1415/)**Yiyang Zhou, Linjie Li, Shi Qiu et al.*2 citations*
478. **[GRADA: Graph-based Reranking against Adversarial Documents Attack ↗](https://aclanthology.org/2025.emnlp-main.1132/)**Jingjie Zheng, Aryo Pradipta Gema, Giwon Hong et al.*2 citations*
479. **[GRIT: Guided Relational Integration for Efficient Multi-Table Understanding ↗](https://aclanthology.org/2025.emnlp-main.1118/)**Yujin Kang, Park Seong Woo, Yoon-Sik Cho*2 citations*
480. **[GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration ↗](https://aclanthology.org/2025.emnlp-main.1688/)**Yue Fan, Handong Zhao, Ruiyi Zhang et al.*2 citations*
481. **[Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent ↗](https://aclanthology.org/2025.emnlp-main.892/)**Xingzuo Li, Kehai Chen, Yunfei Long et al.*2 citations*
482. **[Graph-Based Multi-Trait Essay Scoring ↗](https://aclanthology.org/2025.emnlp-main.1691/)**Shengjie Li, Vincent Ng*2 citations*
483. **[Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in LLMs via Explicit Reasoning ↗](https://aclanthology.org/2025.emnlp-main.1220/)**Yicong Wu, Guangyue Lu, Yuan Zuo et al.*2 citations*
484. **[HMoE: Heterogeneous Mixture of Experts for Language Modeling ↗](https://aclanthology.org/2025.emnlp-main.1115/)**An Wang, Xingwu Sun, Ruobing Xie et al. · 🏆 SAC Highlight Award*2 citations*
485. **[HalluDetect: Detecting, Mitigating, and Benchmarking Hallucinations in Conversational Systems in the Legal Domain ↗](https://aclanthology.org/2025.emnlp-industry.128/)**Spandan Anaokar, Shrey Ganatra, Harshvivek Kashid et al. · Industry Track*2 citations*
486. **[How Does DPO Reduce Toxicity? A Mechanistic Neuron-Level Analysis ↗](https://aclanthology.org/2025.emnlp-main.1501/)**Yushi Yang, Filip Sondej, Harry Mayne et al.*2 citations*
487. **[How to Make Large Language Models Generate 100% Valid Molecules? ↗](https://aclanthology.org/2025.emnlp-main.1350/)**Wen Tao, Jing Tang, Alvin Chan et al.*2 citations*
488. **[IL-PCSR: Legal Corpus for Prior Case and Statute Retrieval ↗](https://aclanthology.org/2025.emnlp-main.738/)**Shounak Paul, Dhananjay Ghumare, Pawan Goyal et al.*2 citations*
489. **[Idiosyncratic Versus Normative Modeling of Atypical Speech Recognition: Dysarthric Case Studies ↗](https://aclanthology.org/2025.emnlp-main.1701/)**Vishnu Raja, Adithya V Ganesan, Anand Syamkumar et al.*2 citations*
490. **[Improving Informally Romanized Language Identification ↗](https://aclanthology.org/2025.emnlp-main.117/)**Adrian Benton, Alexander Gutkin, Christo Kirov et al.*2 citations*
491. **[Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates ↗](https://aclanthology.org/2025.emnlp-main.1242/)**Hy Dang, Tianyi Liu, Zhuofeng Wu et al.*2 citations*
492. **[Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations ↗](https://aclanthology.org/2025.emnlp-main.461/)**Leonardo Ranaldi, Federico Ranaldi, Fabio Massimo Zanzotto et al.*2 citations*
493. **[Inter-sentence Context Modeling and Structure-aware Representation Enhancement for Conversational Sentiment Quadruple Extraction ↗](https://aclanthology.org/2025.emnlp-main.867/)**Yu Zhang, Zhaoman Zhong, Huihui Lv*2 citations*
494. **[Interpretability Analysis of Arithmetic In-Context Learning in Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.92/)**Gregory Polyakov, Christian Hepting, Carsten Eickhoff et al.*2 citations*
495. **[Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety ↗](https://aclanthology.org/2025.emnlp-main.1091/)**Seongmin Lee, Aeree Cho, Grace C. Kim et al.*2 citations*
496. **[Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking ↗](https://aclanthology.org/2025.emnlp-main.341/)**Tianle Gu, Zongqi Wang, Kexin Huang et al.*2 citations*
497. **[It's All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs ↗](https://aclanthology.org/2025.emnlp-main.1502/)**Yue Li, Zhixue Zhao, Carolina Scarton*2 citations*
498. **[JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling ↗](https://aclanthology.org/2025.emnlp-main.308/)**Jinwang Song, Hongying Zan, Kunli Zhang et al.*2 citations*
499. **[KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling ↗](https://aclanthology.org/2025.emnlp-main.1181/)**Yangfan Wang, Jie Liu, Chen Tang et al.*2 citations*
500. **[KoBLEX: Open Legal Question Answering with Multi-hop Reasoning ↗](https://aclanthology.org/2025.emnlp-main.200/)**Jihyung Lee, Daehui Kim, Seonjeong Hwang et al.*2 citations*

[← prev](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/4/) [1](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/) … [4](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/4/) **5** [6](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/6/) … [10](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/10/) … [21](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/21/) [next →](https://md.research.elamur.ai/free/en/venues/emnlp/2025/papers/page/6/)

- [← back to](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) — EMNLP 2025