year
int64
conference
string
title
string
authors
string
venue_or_track
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url
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source_file
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2,025
EMNLP
Stepwise Informativeness Search for Improving LLM Reasoning
Siyuan Wang; Enda Zhao; Xiang Ren
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1285/
emnlp2025.csv
2,025
EMNLP
Social Good or Scientific Curiosity? Uncovering the Research Framing Behind NLP Artefacts
Eric Chamoun; Nedjma Ousidhoum; Michael Sejr Schlichtkrull; Andreas Vlachos
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1286/
emnlp2025.csv
2,025
EMNLP
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
Mintong Kang; Vinayshekhar Bannihatti Kumar; Shamik Roy; Abhishek Kumar; Sopan Khosla; Balakrishnan Murali Narayanaswamy; Rashmi Gangadharaiah
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1287/
emnlp2025.csv
2,025
EMNLP
Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D
Artemis Panagopoulou; Le Xue; Honglu Zhou; Silvio Savarese; Ran Xu; Caiming Xiong; Chris Callison-Burch; Mark Yatskar; Juan Carlos Niebles
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1288/
emnlp2025.csv
2,025
EMNLP
Proactive Hearing Assistants that Isolate Egocentric Conversations
Guilin Hu; Malek Itani; Tuochao Chen; Shyamnath Gollakota
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1289/
emnlp2025.csv
2,025
EMNLP
fLSA: Learning Semantic Structures in Document Collections Using Foundation Models
Weijia Xu; Nebojsa Jojic; Nicolas Le Roux
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1290/
emnlp2025.csv
2,025
EMNLP
SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning
Kaiwen Zhou; Xuandong Zhao; Jayanth Srinivasa; Gaowen Liu; Aosong Feng; Dawn Song; Xin Eric Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1291/
emnlp2025.csv
2,025
EMNLP
HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance
Rosni Vasu; Chandrayee Basu; Bhavana Dalvi Mishra; Cristina Sarasua; Peter Clark; Abraham Bernstein
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1292/
emnlp2025.csv
2,025
EMNLP
Empowering GraphRAG with Knowledge Filtering and Integration
Kai Guo; Harry Shomer; Shenglai Zeng; Haoyu Han; Yu Wang; Jiliang Tang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1293/
emnlp2025.csv
2,025
EMNLP
Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization
Jaewook Lee; Alexander Scarlatos; Andrew Lan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1294/
emnlp2025.csv
2,025
EMNLP
Refining Attention for Explainable and Noise-Robust Fact-Checking with Transformers
Jean-Flavien Bussotti; Paolo Papotti
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1295/
emnlp2025.csv
2,025
EMNLP
Harmful Prompt Laundering: Jailbreaking LLMs with Abductive Styles and Symbolic Encoding
Seongho Joo; Hyukhun Koh; Kyomin Jung
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1296/
emnlp2025.csv
2,025
EMNLP
Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of BM25
Meng Lu; Catherine Chen; Carsten Eickhoff
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1297/
emnlp2025.csv
2,025
EMNLP
Rewarding the Unlikely: Lifting GRPO Beyond Distribution Sharpening
Andre Wang He; Daniel Fried; Sean Welleck
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1298/
emnlp2025.csv
2,025
EMNLP
PhoniTale: Phonologically Grounded Mnemonic Generation for Typologically Distant Language Pairs
Sana Kang; Myeongseok Gwon; Su Young Kwon; Jaewook Lee; Andrew Lan; Bhiksha Raj; Rita Singh
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1299/
emnlp2025.csv
2,025
EMNLP
Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries
Sahana Ramnath; Anurag Mudgil; Brihi Joshi; Skyler Hallinan; Xiang Ren
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1300/
emnlp2025.csv
2,025
EMNLP
Exploring Chain-of-Thought Reasoning for Steerable Pluralistic Alignment
Yunfan Zhang; Kathleen McKeown; Smaranda Muresan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1301/
emnlp2025.csv
2,025
EMNLP
CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM
Yunyan Zhang; Zhihong Zhu; Xian Wu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1302/
emnlp2025.csv
2,025
EMNLP
Evaluating Robustness of Large Audio Language Models to Audio Injection: An Empirical Study
Guanyu Hou; Jiaming He; Yinhang Zhou; Ji Guo; Yitong Qiao; Rui Zhang; Wenbo Jiang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1303/
emnlp2025.csv
2,025
EMNLP
How Far Can LLMs Improve from Experience? Measuring Test-Time Learning Ability in LLMs with Human Comparison
Jiayin Wang; Zhiqiang Guo; Weizhi Ma; Min Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1304/
emnlp2025.csv
2,025
EMNLP
Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making
Yejin Son; Minseo Kim; Sungwoong Kim; Seungju Han; Jian Kim; Dongju Jang; Youngjae Yu; Chan Young Park
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1305/
emnlp2025.csv
2,025
EMNLP
SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation
Aurick Qiao; Zhewei Yao; Samyam Rajbhandari; Yuxiong He
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1306/
emnlp2025.csv
2,025
EMNLP
Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics
Ling-I Wu; Weijie Wu; Minyu Chen; Jianxin Xue; Guoqiang Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1307/
emnlp2025.csv
2,025
EMNLP
Sali4Vid: Saliency-Aware Video Reweighting and Adaptive Caption Retrieval for Dense Video Captioning
MinJu Jeon; Si-Woo Kim; Ye-Chan Kim; HyunGee Kim; Dong-Jin Kim
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1308/
emnlp2025.csv
2,025
EMNLP
Semantic Networks Extracted from Students’ Think-Aloud Data are Correlated with Students’ Learning Performance
Pingjing Yang; Sullam Jeoung; Jennifer Cromley; Jana Diesner
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1309/
emnlp2025.csv
2,025
EMNLP
Less is More: The Effectiveness of Compact Typological Language Representations
York Hay Ng; Phuong Hanh Hoang; En-Shiun Annie Lee
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1310/
emnlp2025.csv
2,025
EMNLP
Sparse Activation Editing for Reliable Instruction Following in Narratives
Runcong Zhao; Chengyu Cao; Qinglin Zhu; Xiucheng Ly; Shun Shao; Lin Gui; Ruifeng Xu; Yulan He
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1311/
emnlp2025.csv
2,025
EMNLP
Inceptive Transformers: Enhancing Contextual Representations through Multi-Scale Feature Learning Across Domains and Languages
Asif Shahriar; Rifat Shahriyar; M Saifur Rahman
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1312/
emnlp2025.csv
2,025
EMNLP
Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension
Sakiko Yahata; Zhen Wan; Fei Cheng; Sadao Kurohashi; Hisahiko Sato; Ryozo Nagai
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1313/
emnlp2025.csv
2,025
EMNLP
OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature
Alisha Srivastava; Emir Kaan Korukluoglu; Minh Nhat Le; Duyen Tran; Chau Minh Pham; Marzena Karpinska; Mohit Iyyer
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1314/
emnlp2025.csv
2,025
EMNLP
Enhanced Noun-Noun Compound Interpretation through Textual Enrichment
Bingyang Ye; Jingxuan Tu; James Pustejovsky
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1315/
emnlp2025.csv
2,025
EMNLP
ICL CIPHERS: Quantifying ”Learning” in In-Context Learning via Substitution Ciphers
Zhouxiang Fang; Aayush Mishra; Muhan Gao; Anqi Liu; Daniel Khashabi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1316/
emnlp2025.csv
2,025
EMNLP
Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning
Yunhao Gou; Hansi Yang; Zhili Liu; Kai Chen; Yihan Zeng; Lanqing Hong; Zhenguo Li; Qun Liu; Bo Han; James Kwok; Yu Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1317/
emnlp2025.csv
2,025
EMNLP
Memory OS of AI Agent
Jiazheng Kang; Mingming Ji; Zhe Zhao; Ting Bai
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1318/
emnlp2025.csv
2,025
EMNLP
Rule Discovery for Natural Language Inference Data Generation Using Out-of-Distribution Detection
Juyoung Han; Hyunsun Hwang; Changki Lee
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1319/
emnlp2025.csv
2,025
EMNLP
Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models
Zesen Lyu; Dandan Zhang; Wei Ye; Fangdi Li; Zhihang Jiang; Yao Yang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1320/
emnlp2025.csv
2,025
EMNLP
Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives
Francesco Periti; Roksana Goworek; Haim Dubossarsky; Nina Tahmasebi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1321/
emnlp2025.csv
2,025
EMNLP
Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers
Juncheng Wang; Chao Xu; Cheng Yu; Zhe Hu; Haoyu Xie; Guoqi Yu; Lei Shang; Shujun Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1322/
emnlp2025.csv
2,025
EMNLP
HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization
Huaqin Zhao; Jiaxi Li; Yi Pan; Shizhe Liang; Xiaofeng Yang; Fei Dou; Tianming Liu; Jin Lu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1323/
emnlp2025.csv
2,025
EMNLP
Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation
Yejin Choi; Jaewoo Park; Janghan Yoon; Saejin Kim; Jaehyun Jeon; Youngjae Yu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1324/
emnlp2025.csv
2,025
EMNLP
From Parameters to Performance: A Data-Driven Study on LLM Structure and Development
Suqing Wang; Zuchao Li; Shi Luohe; Bo Du; Hai Zhao; Yun Li; Qianren Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1325/
emnlp2025.csv
2,025
EMNLP
Logical Reasoning with Outcome Reward Models for Test-Time Scaling
Ramya Keerthy Thatikonda; Wray Buntine; Ehsan Shareghi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1326/
emnlp2025.csv
2,025
EMNLP
Speculating LLMs’ Chinese Training Data Pollution from Their Tokens
Qingjie Zhang; Di Wang; Haoting Qian; Liu Yan; Tianwei Zhang; Ke Xu; Qi Li; Minlie Huang; Hewu Li; Han Qiu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1327/
emnlp2025.csv
2,025
EMNLP
NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts
Abhay Gupta; Kevin Zhu; Vasu Sharma; Sean O’Brien; Michael Lu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1328/
emnlp2025.csv
2,025
EMNLP
Weights-Rotated Preference Optimization for Large Language Models
Chenxu Yang; Ruipeng Jia; Mingyu Zheng; Naibin Gu; Zheng Lin; Siyuan Chen; Weichong Yin; Hua Wu; Weiping Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1329/
emnlp2025.csv
2,025
EMNLP
The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents
Yuhan Liu; Zirui Song; Juntian Zhang; Xiaoqing Zhang; Xiuying Chen; Rui Yan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1330/
emnlp2025.csv
2,025
EMNLP
How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models
Kangtao Lv; Haibin Chen; Yujin Yuan; Langming Liu; Shilei Liu; Yongwei Wang; Wenbo Su; Bo Zheng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1331/
emnlp2025.csv
2,025
EMNLP
SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression
Biao Zhang; Lixin Chen; Tong Liu; Bo Zheng
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1332/
emnlp2025.csv
2,025
EMNLP
Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion
Hanqing Li; Diego Klabjan
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1333/
emnlp2025.csv
2,025
EMNLP
DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning
Hang Wu; Hongkai Chen; Yujun Cai; Chang Liu; Qingwen Ye; Ming-Hsuan Yang; Yiwei Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1334/
emnlp2025.csv
2,025
EMNLP
SocioBench: Modeling Human Behavior in Sociological Surveys with Large Language Models
Jia Wang; Ziyu Zhao; Tingjuntao Ni; Zhongyu Wei
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1335/
emnlp2025.csv
2,025
EMNLP
Financial Risk Relation Identification through Dual-view Adaptation
Wei-Ning Chiu; Yu-Hsiang Wang; Andy Hsiao; Yu-Shiang Huang; Chuan-Ju Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1336/
emnlp2025.csv
2,025
EMNLP
CopySpec: Accelerating LLMs with Speculative Copy-and-Paste
Razvan-Gabriel Dumitru; Minglai Yang; Vikas Yadav; Mihai Surdeanu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1337/
emnlp2025.csv
2,025
EMNLP
GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression
Kainan Liu; Yong Zhang; Ning Cheng; Zhitao Li; Shaojun Wang; Jing Xiao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1338/
emnlp2025.csv
2,025
EMNLP
GraphAgent: Agentic Graph Language Assistant
Yuhao Yang; Jiabin Tang; Lianghao Xia; Xingchen Zou; Yuxuan Liang; Chao Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1339/
emnlp2025.csv
2,025
EMNLP
DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration
Zhihao Jia; Mingyi Jia; Junwen Duan; Jianxin Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1340/
emnlp2025.csv
2,025
EMNLP
FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data
WenHao Wang; Zijie Yu; Rui Ye; Jianqing Zhang; Guangyi Liu; Liang Liu; Siheng Chen; Yanfeng Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1341/
emnlp2025.csv
2,025
EMNLP
VLA-Mark: A cross modal watermark for large vision-language alignment models
Shuliang Liu; Zheng Qi; Jesse Jiaxi Xu; Yibo Yan; Junyan Zhang; He Geng; Aiwei Liu; Peijie Jiang; Jia Liu; Yik-Cheung Tam; Xuming Hu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1342/
emnlp2025.csv
2,025
EMNLP
Sentence Smith: Controllable Edits for Evaluating Text Embeddings
Hongji Li; Andrianos Michail; Reto Gubelmann; Simon Clematide; Juri Opitz
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1343/
emnlp2025.csv
2,025
EMNLP
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning
Yu Sun; Xingyu Qian; Weiwen Xu; Hao Zhang; Chenghao Xiao; Long Li; Deli Zhao; Wenbing Huang; Tingyang Xu; Qifeng Bai; Yu Rong
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1344/
emnlp2025.csv
2,025
EMNLP
Decoding Dense Embeddings: Sparse Autoencoders for Interpreting and Discretizing Dense Retrieval
Seongwan Park; Taeklim Kim; Youngjoong Ko
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1345/
emnlp2025.csv
2,025
EMNLP
UICOMPASS: UI Map Guided Mobile Task Automation via Adaptive Action Generation
Yuanzhang Lin; Zhe Zhang; He Rui; Qingao Dong; Mingyi Zhou; Jing Zhang; Xiang Gao; Hailong Sun
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1346/
emnlp2025.csv
2,025
EMNLP
Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers
Tommaso Green; Martin Gubri; Haritz Puerto; Sangdoo Yun; Seong Joon Oh
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1347/
emnlp2025.csv
2,025
EMNLP
Model Unlearning via Sparse Autoencoder Subspace Guided Projections
Xu Wang; Zihao Li; Benyou Wang; Yan Hu; Difan Zou
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1348/
emnlp2025.csv
2,025
EMNLP
ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning
Changtai Zhu; Siyin Wang; Ruijun Feng; Kai Song; Xipeng Qiu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1349/
emnlp2025.csv
2,025
EMNLP
How to Make Large Language Models Generate 100% Valid Molecules?
Wen Tao; Jing Tang; Alvin Chan; Bryan Hooi; Baolong Bi; Nanyun Peng; Yuansheng Liu; Yiwei Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1350/
emnlp2025.csv
2,025
EMNLP
Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining
Jianzhu Bao; Yuqi Huang; Yang Sun; Wenya Wang; Yice Zhang; Bojun Jin; Ruifeng Xu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1351/
emnlp2025.csv
2,025
EMNLP
Dynamic Jointly Batch Selection for Data Efficient Machine Translation Fine-Tuning
Mohammad Amin Ghanizadeh; Mohammad Javad Dousti
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1352/
emnlp2025.csv
2,025
EMNLP
3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark
Ivan Sviridov; Amina Miftakhova; Artemiy Tereshchenko; Galina Zubkova; Pavel Blinov; Andrey Savchenko
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1353/
emnlp2025.csv
2,025
EMNLP
OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution
Lucio La Cava; Andrea Tagarelli
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1354/
emnlp2025.csv
2,025
EMNLP
CRITICTOOL: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios
Shiting Huang; Zhen Fang; Zehui Chen; Siyu Yuan; Junjie Ye; Yu Zeng; Lin Chen; Qi Mao; Feng Zhao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1355/
emnlp2025.csv
2,025
EMNLP
Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers
Marek Kadlčík; Michal Štefánik; Timothee Mickus; Josef Kuchař; Michal Spiegel
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1356/
emnlp2025.csv
2,025
EMNLP
Enhancing Large Vision-Language Models with Ultra-Detailed Image Caption Generation
Yu Zeng; Yukun Qi; Yiming Zhao; Xikun Bao; Lin Chen; Zehui Chen; Shiting Huang; Jie Zhao; Feng Zhao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1357/
emnlp2025.csv
2,025
EMNLP
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral
António Farinhas; Nuno M Guerreiro; Sweta Agrawal; Ricardo Rei; Andre Martins
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1358/
emnlp2025.csv
2,025
EMNLP
iVISPAR — An Interactive Visual-Spatial Reasoning Benchmark for VLMs
Julius Mayer; Mohamad Ballout; Serwan Jassim; Farbod Nosrat Nezami; Elia Bruni
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1359/
emnlp2025.csv
2,025
EMNLP
Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance
Omer Nahum; Nitay Calderon; Orgad Keller; Idan Szpektor; Roi Reichart
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1360/
emnlp2025.csv
2,025
EMNLP
Detecting Legal Citations in United Kingdom Court Judgments
Holli Sargeant; Andreas Östling; Måns Magnusson
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1361/
emnlp2025.csv
2,025
EMNLP
Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements
Guangxiang Zhao; Saier Hu; Xiaoqi Jian; Wu Jinzhu; Yuhan Wu; Lin Sun; Xiangzheng Zhang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1362/
emnlp2025.csv
2,025
EMNLP
Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency
Ehsan Doostmohammadi; Marco Kuhlmann
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1363/
emnlp2025.csv
2,025
EMNLP
Principled Personas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance
Pedro Henrique Luz de Araujo; Paul Röttger; Dirk Hovy; Benjamin Roth
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1364/
emnlp2025.csv
2,025
EMNLP
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging
Taha Ceritli; Ondrej Bohdal; Mete Ozay; Jijoong Moon; Kyenghun Lee; Hyeonmok Ko; Umberto Michieli
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1365/
emnlp2025.csv
2,025
EMNLP
Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning
Senjie Jin; Lu Chen; Zhiheng Xi; Yuhui Wang; Sirui Song; Yuhao Zhou; Xinbo Zhang; Peng Sun; Hong Lu; Tao Gui; Qi Zhang; Xuanjing Huang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1366/
emnlp2025.csv
2,025
EMNLP
Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance
Songsheng Wang; Rucheng Yu; Zhihang Yuan; Chao Yu; Feng Gao; Yu Wang; Derek F. Wong
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1367/
emnlp2025.csv
2,025
EMNLP
Leveraging Text-to-Text Transformers as Classifier Chain for Few-Shot Multi-Label Classification
Quang Anh Nguyen; Nadi Tomeh; Mustapha Lebbah; Thierry Charnois; Hanane Azzag
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1368/
emnlp2025.csv
2,025
EMNLP
M-Wanda: Improving One-Shot Pruning for Multilingual LLMs
Rochelle Choenni; Ivan Titov
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1369/
emnlp2025.csv
2,025
EMNLP
Beyond Hate Speech: NLP’s Challenges and Opportunities in Uncovering Dehumanizing Language
Hamidreza Saffari; Mohammadamin Shafiei; Hezhao Zhang; Lasana T. Harris; Nafise Sadat Moosavi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1370/
emnlp2025.csv
2,025
EMNLP
Conflict-Aware Soft Prompting for Retrieval-Augmented Generation
Eunseong Choi; June Park; Hyeri Lee; Jongwuk Lee
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1371/
emnlp2025.csv
2,025
EMNLP
R-CHAR: A Metacognition-Driven Framework for Role-Playing in Large Language Models
Haiming Qin; Jiwei Zhang; Wei Zhang; KeZhong Lu; Mingyang Zhou; Hao Liao; Rui Mao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1372/
emnlp2025.csv
2,025
EMNLP
Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models
Gaifan Zhang; Yi Zhou; Danushka Bollegala
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1373/
emnlp2025.csv
2,025
EMNLP
When Words Smile: Generating Diverse Emotional Facial Expressions from Text
Haidong Xu; Meishan Zhang; Hao Ju; Zhedong Zheng; Erik Cambria; Min Zhang; Hao Fei
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1374/
emnlp2025.csv
2,025
EMNLP
Improving Online Job Advertisement Analysis via Compositional Entity Extraction
Kai Krüger; Johanna Binnewitt; Kathrin Ehmann; Stefan Winnige; Alan Akbik
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1375/
emnlp2025.csv
2,025
EMNLP
Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes
Qiunan Du; Zhiliang Tian; Zhen Huang; Kailun Bian; Tianlun Liu; Zhaoning Zhang; Xinwang Liu; Feng Liu; Dongsheng Li
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1376/
emnlp2025.csv
2,025
EMNLP
Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval
Effrosyni Sokli; Georgios Peikos; Pranav Kasela; Gabriella Pasi
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1377/
emnlp2025.csv
2,025
EMNLP
Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs
Zhang Zhang; Guhao Feng; Jian Guan; Di He; Wei Wu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1378/
emnlp2025.csv
2,025
EMNLP
CAVE : Detecting and Explaining Commonsense Anomalies in Visual Environments
Rishika Bhagwatkar; Syrielle Montariol; Angelika Romanou; Beatriz Borges; Irina Rish; Antoine Bosselut
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1379/
emnlp2025.csv
2,025
EMNLP
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training
Linjuan Wu; Hao-Ran Wei; Huan Lin; Tianhao Li; Baosong Yang; Fei Huang; Weiming Lu
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1380/
emnlp2025.csv
2,025
EMNLP
SemVink: Advancing VLMs’ Semantic Understanding of Optical Illusions via Visual Global Thinking
Sifan Li; Yujun Cai; Yiwei Wang
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1381/
emnlp2025.csv
2,025
EMNLP
Order Doesn’t Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
Qianxi He; Qianyu He; Jiaqing Liang; Weikang Zhou; Zeye Sun; Fei Yu; Yanghua Xiao
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1382/
emnlp2025.csv
2,025
EMNLP
Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models
Alessandro De Bellis; Salvatore Bufi; Giovanni Servedio; Vito Walter Anelli; Tommaso Di Noia; Eugenio Di Sciascio
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1383/
emnlp2025.csv
2,025
EMNLP
Extracting Linguistic Information from Large Language Models: Syntactic Relations and Derivational Knowledge
Tsedeniya Kinfe Temesgen; Marion Di Marco; Alexander Fraser
EMNLP 2025 Main (Long)
https://aclanthology.org/2025.emnlp-main.1384/
emnlp2025.csv