---
title: "EMNLP 2025 — all accepted papers, page 20 — Elamur Research"
description: "All 2,086 papers of EMNLP 2025 · page 20 of 21, the most cited first; those with our summary link to it."
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# EMNLP 2025: all accepted papers

2,086 papers · page 20 of 21 · the most cited first · [← EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/)

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1901. **[Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation ↗](https://aclanthology.org/2025.emnlp-main.587/)**Song Wang, Zihan Chen, Peng Wang et al.
1902. **[Sheaf Discovery with Joint Computation Graph Pruning and Flexible Granularity ↗](https://aclanthology.org/2025.emnlp-main.446/)**Lei Yu, Jingcheng Niu, Zining Zhu et al.
1903. **[SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection ↗](https://aclanthology.org/2025.emnlp-main.957/)**Qin Chen, Yuanyi Ren, Xiaojun Ma et al.
1904. **[Should I Share this Translation? Evaluating Quality Feedback for User Reliance on Machine Translation ↗](https://aclanthology.org/2025.emnlp-main.606/)**Dayeon Ki, Kevin Duh, Marine Carpuat
1905. **[Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search ↗](https://aclanthology.org/2025.emnlp-main.498/)**Weicong Qin, Yi Xu, Weijie Yu et al.
1906. **[Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization ↗](https://aclanthology.org/2025.emnlp-main.243/)**Yutao Zhu, Jiajie Jin, Hongjin Qian et al.
1907. **[Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster ↗](https://aclanthology.org/2025.emnlp-main.610/)**Xiaoshu Chen, Sihang Zhou, Ke Liang et al.
1908. **[SlackAgents: Scalable Collaboration of AI Agents in Workspaces ↗](https://aclanthology.org/2025.emnlp-demos.76/)**Zhiwei Liu, Weiran Yao, Zuxin Liu et al. · System Demonstrations
1909. **[SliceMoE: Routing Embedding Slices Instead of Tokens for Fine-Grained and Balanced Transformer Scaling ↗](https://aclanthology.org/2025.emnlp-main.807/)**Harshil Vejendla
1910. **[Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition ↗](https://aclanthology.org/2025.emnlp-main.949/)**Danielle Cohen, Yoni Halpern, Noam Kahlon et al.
1911. **[SmartBench: Is Your LLM Truly a Good Chinese Smartphone Assistant? ↗](https://aclanthology.org/2025.emnlp-main.194/)**Xudong Lu, Haohao Gao, Renshou Wu et al.
1912. **[Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts ↗](https://aclanthology.org/2025.emnlp-main.1286/)**Eric Chamoun, Nedjma Ousidhoum, Michael Sejr Schlichtkrull et al.
1913. **[Sparse Activation Editing for Reliable Instruction Following in Narratives ↗](https://aclanthology.org/2025.emnlp-main.1311/)**Runcong Zhao, Chengyu Cao, Qinglin Zhu et al.
1914. **[Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs ↗](https://aclanthology.org/2025.emnlp-main.813/)**Zhuoxuan Zhang, Jinhao Duan, Edward Kim et al.
1915. **[Spectral Scaling Laws in Language Models: emphHow Effectively Do Feed-Forward Networks Use Their Latent Space? ↗](https://aclanthology.org/2025.emnlp-main.1776/)**Nandan Kumar Jha, Brandon Reagen
1916. **[Speculative Safety-Aware Decoding ↗](https://aclanthology.org/2025.emnlp-main.648/)**Xuekang Wang, Shengyu Zhu, Xueqi Cheng
1917. **[Speculative Streaming: Efficient and Scalable Speculative Decoding with Multi-Stream Attention ↗](https://aclanthology.org/2025.emnlp-main.986/)**Nikhil Bhendawade, Irina Belousova, Qichen Fu et al.
1918. **[Speech Vecalign: an Embedding-based Method for Aligning Parallel Speech Documents ↗](https://aclanthology.org/2025.emnlp-main.833/)**Chutong Meng, Philipp Koehn
1919. **[SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling ↗](https://aclanthology.org/2025.emnlp-industry.49/)**Kadri Hacioglu, Manjunath K E, Andreas Stolcke · Industry Track
1920. **[SpiritRAG: A Q&A System for Religion and Spirituality in the United Nations Archive ↗](https://aclanthology.org/2025.emnlp-demos.3/)**Yingqiang Gao, Fabian Winiger, Patrick Montjourides et al. · System Demonstrations
1921. **[Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs ↗](https://aclanthology.org/2025.emnlp-main.1533/)**Sruthi Gorantla, Aditya Rawal, Devamanyu Hazarika et al.
1922. **[Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization ↗](https://aclanthology.org/2025.emnlp-industry.91/)**Kawin Mayilvaghanan, Siddhant Gupta, Ayush Kumar · Industry Track
1923. **[Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering ↗](https://aclanthology.org/2025.emnlp-main.545/)**Yumeng Shi, Quanyu Long, Wenya Wang
1924. **[Statistical and Neural Methods for Hawaiian Orthography Modernization ↗](https://aclanthology.org/2025.emnlp-main.1782/)**Jaden Kapali, Keaton Williamson, Winston Wu
1925. **[Steering LLM Reasoning Through Bias-Only Adaptation ↗](https://aclanthology.org/2025.emnlp-main.467/)**Viacheslav Sinii, Alexey Gorbatovski, Artem Cherepanov et al.
1926. **[Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect ↗](https://aclanthology.org/2025.emnlp-main.435/)**Alina Klerings, Jannik Brinkmann, Daniel Ruffinelli et al.
1927. **[Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.931/)**Kaiyan Chang, Yonghao Shi, Chenglong Wang et al.
1928. **[StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models ↗](https://aclanthology.org/2025.emnlp-main.1500/)**Kyumin Lee, Minjin Jeon, Sanghwan Jang et al.
1929. **[Stepwise Informativeness Search for Improving LLM Reasoning ↗](https://aclanthology.org/2025.emnlp-main.1285/)**Siyuan Wang, Enda Zhao, Xiang Ren
1930. **[Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs' Reasoning ↗](https://aclanthology.org/2025.emnlp-main.866/)**Zezhong Wang, Xingshan Zeng, Weiwen Liu et al.
1931. **[Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework ↗](https://aclanthology.org/2025.emnlp-main.621/)**Jie Chen, Jinhao Jiang, Yingqian Min et al.
1932. **[Stimulate the Critical Thinking of LLMs via Debiasing Discussion ↗](https://aclanthology.org/2025.emnlp-main.579/)**Ruiyu Xiao, Lei Wu, Yuanxing Liu et al.
1933. **[Structure-Conditional Minimum Bayes Risk Decoding ↗](https://aclanthology.org/2025.emnlp-main.1616/)**Bryan Eikema, Anna Rutkiewicz, Mario Giulianelli
1934. **[Studying Rhetorically Ambiguous Questions ↗](https://aclanthology.org/2025.emnlp-main.1553/)**Oghenevovwe Ikumariegbe, Eduardo Blanco, Ellen Riloff
1935. **[Subjective Behaviors and Preferences in LLM: Language of Browsing ↗](https://aclanthology.org/2025.emnlp-main.1261/)**Sai Sundaresan, Harshita Chopra, Atanu R. Sinha et al.
1936. **[Superficial Self-Improved Reasoners Benefit from Model Merging ↗](https://aclanthology.org/2025.emnlp-main.301/)**Xiangchi Yuan, Chunhui Zhang, Zheyuan Liu et al.
1937. **[Surge: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors ↗](https://aclanthology.org/2025.emnlp-main.162/)**Bohan Lyu, Siqiao Huang, Zichen Liang et al.
1938. **[Surprise Calibration for Better In-Context Learning ↗](https://aclanthology.org/2025.emnlp-main.1175/)**Zhihang Tan, Jingrui Hou, Ping Wang et al.
1939. **[SynC-LLM: Generation of Large-Scale Synthetic Circuit Code with Hierarchical Language Models ↗](https://aclanthology.org/2025.emnlp-main.877/)**Shang Liu, Yao Lu, Wenji Fang et al.
1940. **[Synergizing Multimodal Temporal Knowledge Graphs and Large Language Models for Social Relation Recognition ↗](https://aclanthology.org/2025.emnlp-main.224/)**Haorui Wang, Zheng Wang, Yuxuan Zhang et al.
1941. **[Syntax-Aware Retrieval Augmentation for Neural Symbolic Regression ↗](https://aclanthology.org/2025.emnlp-main.664/)**Canmiao Zhou, Han Huang
1942. **[Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text ↗](https://aclanthology.org/2025.emnlp-main.1418/)**Avijit Mitra, Zhichao Yang, Emily Druhl et al.
1943. **[Synthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion Dynamics ↗](https://aclanthology.org/2025.emnlp-main.831/)**Jiarui Liu, Yueqi Song, Yunze Xiao et al.
1944. **[T-VEC: A Telecom-Specific Vectorization Model with Enhanced Semantic Understanding via Deep Triplet Loss Fine-Tuning ↗](https://aclanthology.org/2025.emnlp-industry.168/)**Vignesh Ethiraj, Ashwath D, Sidhanth Menon et al. · Industry Track
1945. **[TAPS: Tool-Augmented Personalisation via Structured Tagging ↗](https://aclanthology.org/2025.emnlp-main.1200/)**Ekaterina Taktasheva, Jeff Dalton
1946. **[TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation ↗](https://aclanthology.org/2025.emnlp-main.1157/)**Daiye Miao, Yufang Liu, Jie Wang et al.
1947. **[TCP: a Benchmark for Temporal Constraint-Based Planning ↗](https://aclanthology.org/2025.emnlp-main.1142/)**Zifeng Ding, Sikuan Yan, Moy Yuan et al.
1948. **[TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making ↗](https://aclanthology.org/2025.emnlp-main.484/)**Kechen Jiao, Zhirui Fang, Jiahao Liu et al.
1949. **[TFDP: Token-Efficient Disparity Audits for Autoregressive LLMs via Single-Token Masked Evaluation ↗](https://aclanthology.org/2025.emnlp-main.1250/)**Inderjeet Singh, Ramya Srinivasan, Roman Vainshtein et al.
1950. **[TIDES: Technical Information Discovery and Extraction System ↗](https://aclanthology.org/2025.emnlp-main.1103/)**Jihee Kim, Subeen Park, Hakyung Lee et al.
1951. **[TORSO: Template-Oriented Reasoning Towards General Tasks ↗](https://aclanthology.org/2025.emnlp-main.851/)**Minhyuk Kim, Seungyoon Lee, Heuiseok Lim
1952. **[TRACE: Training and Inference-Time Interpretability Analysis for Language Models ↗](https://aclanthology.org/2025.emnlp-demos.62/)**Nura Aljaafari, Danilo Carvalho, Andre Freitas · System Demonstrations
1953. **[TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation ↗](https://aclanthology.org/2025.emnlp-industry.90/)**Chetan Sharma, Ramasuri Narayanam, Soumyabrata Pal et al. · Industry Track
1954. **[TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games ↗](https://aclanthology.org/2025.emnlp-main.140/)**Prakamya Mishra, Jiang Liu, Jialian Wu et al.
1955. **[TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages ↗](https://aclanthology.org/2025.emnlp-main.705/)**Sha Jiu, Yu Weng, Mengxiao Zhu et al.
1956. **[Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts ↗](https://aclanthology.org/2025.emnlp-industry.153/)**Anwesan Pal, Karen Hovsepian, Tinghao Guo et al. · Industry Track
1957. **[Taming Text-to-Image Synthesis for Novices: User-centric Prompt Generation via Multi-turn Guidance ↗](https://aclanthology.org/2025.emnlp-main.444/)**Yilun Liu, Minggui He, Feiyu Yao et al.
1958. **[Taming the Real-world Complexities in CPT E/M Coding with Large Language Models ↗](https://aclanthology.org/2025.emnlp-industry.84/)**Islam Nassar, Yang Lin, Yuan Jin et al. · Industry Track
1959. **[Taxonomy of Comprehensive Safety for Clinical Agents ↗](https://aclanthology.org/2025.emnlp-industry.124/)**Jean Seo, Hyunkyung Lee, Gibaeg Kim et al. · Industry Track
1960. **[Teach Small Models to Reason by Curriculum Distillation ↗](https://aclanthology.org/2025.emnlp-main.376/)**Wangyi Jiang, Yaojie Lu, Hongyu Lin et al.
1961. **[Teaching Your Models to Understand Code via Focal Preference Alignment ↗](https://aclanthology.org/2025.emnlp-main.707/)**Jie Wu, Haoling Li, Xin Zhang et al.
1962. **[Temporal Referential Consistency: Do LLMs Favor Sequences Over Absolute Time References? ↗](https://aclanthology.org/2025.emnlp-main.889/)**Ashutosh Bajpai, Tanmoy Chakraborty
1963. **[Text Detoxification: Data Efficiency, Semantic Preservation and Model Generalization ↗](https://aclanthology.org/2025.emnlp-main.1636/)**Jing Yu, Yibo Zhao, Jiapeng Zhu et al.
1964. **[Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection ↗](https://aclanthology.org/2025.emnlp-main.1226/)**Ankan Mullick, Saransh Sharma, Abhik Jana et al.
1965. **[The Arabic Generality Score: Another Dimension of Modeling Arabic Dialectness ↗](https://aclanthology.org/2025.emnlp-main.1524/)**Sanad Sha'ban, Nizar Habash
1966. **[The Enemy from Within: A Study of Political Delegitimization Discourse in Israeli Political Speech ↗](https://aclanthology.org/2025.emnlp-main.841/)**Naama Rivlin-Angert, Guy Mor-Lan
1967. **[The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure ↗](https://aclanthology.org/2025.emnlp-main.1634/)**Yu Fan, Yang Tian, Shauli Ravfogel et al.
1968. **[The Practical Impacts of Theoretical Constructs on Empathy Modeling ↗](https://aclanthology.org/2025.emnlp-main.785/)**Allison Lahnala, Charles Welch, David Jurgens et al.
1969. **[The Role of Outgoing Connection Heterogeneity in Feedforward Layers of Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1143/)**Felix Stahlberg, Shankar Kumar
1970. **[The Sound of Syntax: Finetuning and Comprehensive Evaluation of Language Models for Speech Pathology ↗](https://aclanthology.org/2025.emnlp-main.1768/)**Fagun Patel, Duc Q. Nguyen, Sang T. Truong et al.
1971. **[The Transfer Neurons Hypothesis: An Underlying Mechanism for Language Latent Space Transitions in Multilingual LLMs ↗](https://aclanthology.org/2025.emnlp-main.1618/)**Hinata Tezuka, Naoya Inoue
1972. **[The discordance between embedded ethics and cultural inference in large language models ↗](https://aclanthology.org/2025.emnlp-main.743/)**Aida Ramezani, Yang Xu
1973. **[Think Globally, Group Locally: Evaluating LLMs Using Multi-Lingual Word Grouping Games ↗](https://aclanthology.org/2025.emnlp-main.1019/)**César Guerra-Solano, Zhuochun Li, Xiang Lorraine Li
1974. **[Think Wider, Detect Sharper: Reinforced Reference Coverage for Document-Level Self-Contradiction Detection ↗](https://aclanthology.org/2025.emnlp-main.67/)**Yuhao Chen, Yuanjie Lyu, Shuochen Liu et al.
1975. **[Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model ↗](https://aclanthology.org/2025.emnlp-main.261/)**Xinyue Lou, You Li, Jinan Xu et al. · 🏆 SAC Highlight Award
1976. **[Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech ↗](https://aclanthology.org/2025.emnlp-main.726/)**Tony Woo, Sehun Lee, Kang-wook Kim et al.
1977. **[Think-Search-Patch: A Retrieval-Augmented Reasoning Framework for Repository-Level Code Repair ↗](https://aclanthology.org/2025.emnlp-industry.109/)**Bojian Xiong, Yikun Lei, Xikai Liu et al. · Industry Track
1978. **[ThinkEdit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning Models ↗](https://aclanthology.org/2025.emnlp-main.861/)**Chung-En Sun, Ge Yan, Tsui-Wei Weng
1979. **[ThinkTuning: Instilling Cognitive Reflections without Distillation ↗](https://aclanthology.org/2025.emnlp-main.1592/)**Aswin Rrv, Jacob Dineen, Divij Handa et al.
1980. **[ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations ↗](https://aclanthology.org/2025.emnlp-main.307/)**Zijian Wang, Chang Xu
1981. **[Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation ↗](https://aclanthology.org/2025.emnlp-main.923/)**Kaikai An, Fangkai Yang, Liqun Li et al.
1982. **[Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation ↗](https://aclanthology.org/2025.emnlp-main.1682/)**Beiduo Chen, Yang Janet Liu, Anna Korhonen et al.
1983. **[TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research ↗](https://aclanthology.org/2025.emnlp-main.1489/)**Abir Harrasse, Philip Quirke, Clement Neo et al.
1984. **[TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents ↗](https://aclanthology.org/2025.emnlp-demos.41/)**Haofei Yu, Keyang Xuan, Fenghai Li et al. · System Demonstrations
1985. **[To See a World in a Spark of Neuron: Disentangling Multi-Task Interference for Training-Free Model Merging ↗](https://aclanthology.org/2025.emnlp-main.793/)**Zitao Fang, Guodong Du, Shuyang Yu et al.
1986. **[ToM-SSI: Evaluating Theory of Mind in Situated Social Interactions ↗](https://aclanthology.org/2025.emnlp-main.1642/)**Matteo Bortoletto, Constantin Ruhdorfer, Andreas Bulling
1987. **[Token-Aware Editing of Internal Activations for Large Language Model Alignment ↗](https://aclanthology.org/2025.emnlp-main.480/)**Tianbo Wang, Yuqing Ma, Kewei Liao et al.
1988. **[TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability ↗](https://aclanthology.org/2025.emnlp-demos.50/)**Mohammad Aflah Khan, Ameya Godbole, Johnny Wei et al. · System Demonstrations
1989. **[ToneCraft: Cantonese Lyrics Generation with Harmony of Tones and Pitches ↗](https://aclanthology.org/2025.emnlp-main.18/)**Junyu Cheng, Chang Pan, Shuangyin Li
1990. **[TounsiBench: Benchmarking Large Language Models for Tunisian Arabic ↗](https://aclanthology.org/2025.emnlp-main.1756/)**Souha Ben Hassine, Asma Arrak, Marouene Addhoum et al.
1991. **[Toward Efficient Sparse Autoencoder-Guided Steering for Improved In-Context Learning in Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.1474/)**Ikhyun Cho, Julia Hockenmaier
1992. **[Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning ↗](https://aclanthology.org/2025.emnlp-main.580/)**Xintong Li, Jalend Bantupalli, Ria Dharmani et al.
1993. **[Towards AI-Assisted Psychotherapy: Emotion-Guided Generative Interventions ↗](https://aclanthology.org/2025.emnlp-main.1664/)**Kilichbek Haydarov, Youssef Mohamed, Emilio Goldenhersch et al.
1994. **[Towards Author-informed NLP: Mind the Social Bias ↗](https://aclanthology.org/2025.emnlp-main.1764/)**Inbar Pendzel, Einat Minkov
1995. **[Towards Automated Error Discovery: A Study in Conversational AI ↗](https://aclanthology.org/2025.emnlp-main.1/)**Dominic Petrak, Thy Thy Tran, Iryna Gurevych
1996. **[Towards Infinite-Long Prefix in Transformer ↗](https://aclanthology.org/2025.emnlp-main.563/)**Yingyu Liang, Zhenmei Shi, Zhao Song et al.
1997. **[Towards Language-Agnostic STIPA: Universal Phonetic Transcription to Support Language Documentation at Scale ↗](https://aclanthology.org/2025.emnlp-main.1600/)**Jacob Lee Suchardt, Hana El-Shazli, Pierluigi Cassotti
1998. **[Towards Optimal Evaluation Efficiency for Large Language Models ↗](https://aclanthology.org/2025.emnlp-main.716/)**Guohong Li, Deyi Xiong
1999. **[Towards Transferable Personality Representation Learning based on Triplet Comparisons and Its Applications ↗](https://aclanthology.org/2025.emnlp-main.509/)**Kai Tang, Rui Wang, Renyu Zhu et al.
2000. **[Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts ↗](https://aclanthology.org/2025.emnlp-main.1241/)**Yuho Lee, Jiaqi Deng, Nicole Hee-Yeon Kim et al.

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