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Empirical Methods in Natural Language Processing

EMNLP

A*

CORE rank

CORE rank (raw)

A*

Acceptance rate

23.5% (2023 main conference)

Fields of research

Artificial Intelligence

Papers indexed

16,441

1996–2025

Best Artificial Intelligence conferencesBest Natural Language Processing conferences

Papers per year

19963,494 peak2025

Most published authors

EMNLP papers

16,441 records sourced from DBLP. Search titles, filter by year, sort by recency.

YearTitleAuthors
2024Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering.Chang Zong, Yuchen Yan, Weiming Lu, Jian Shao, Yongfeng Huang, Heng Chang, Yueting Zhuang
2024"What is the value of templates?" Rethinking Document Information Extraction Datasets for LLMs.Ran Zmigrod, Pranav Shetty, Mathieu Sibue, Zhiqiang Ma, Armineh Nourbakhsh, Xiaomo Liu, Manuela Veloso
2024Two-tiered Encoder-based Hallucination Detection for Retrieval-Augmented Generation in the Wild.Ilana Zimmerman, Jadin Tredup, Ethan Selfridge, Joseph Bradley
2024TOWER: Tree Organized Weighting for Evaluating Complex Instructions.Noah Ziems, Zhihan Zhang, Meng Jiang
2024ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator.Junda Zhu, Lingyong Yan, Haibo Shi, Dawei Yin, Lei Sha
2024PSC: Extending Context Window of Large Language Models via Phase Shift Calibration.Wenqiao Zhu, Chao Xu, Lulu Wang, Jun Wu
2024LongEmbed: Extending Embedding Models for Long Context Retrieval.Dawei Zhu, Liang Wang, Nan Yang, Yifan Song, Wenhao Wu, Furu Wei, Sujian Li
2024DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection.Zhihong Zhu, Kefan Shen, Zhaorun Chen, Yunyan Zhang, Yuyan Chen, Xiaoqi Jiao, Zhongwei Wan, Shaorong Xie, Wei Liu, Xian Wu, Yefeng Zheng
2024Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction.Yuqicheng Zhu, Nico Potyka, Mojtaba Nayyeri, Bo Xiong, Yunjie He, Evgeny Kharlamov, Steffen Staab
2024ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs.Jingming Zhuo, Songyang Zhang, Xinyu Fang, Haodong Duan, Dahua Lin, Kai Chen
2024RA2FD: Distilling Faithfulness into Efficient Dialogue Systems.Zhiyuan Zhu, Yusheng Liao, Chenxin Xu, Yunfeng Guan, Yanfeng Wang, Yu Wang
2024Promoting Data and Model Privacy in Federated Learning through Quantized LoRA.Jianhao Zhu, Changze Lv, Xiaohua Wang, Muling Wu, Wenhao Liu, Tianlong Li, Zixuan Ling, Cenyuan Zhang, Xiaoqing Zheng, Xuanjing Huang
2024Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping.Wenhao Zhu, Sizhe Liu, Shujian Huang, Shuaijie She, Chris Wendler, Jiajun Chen
2024Adversarial Text Generation using Large Language Models for Dementia Detection.Youxiang Zhu, Nana Lin, Kiran Balivada, Daniel Haehn, Xiaohui Liang
2024FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization.Mingye Zhu, Yi Liu, Quan Wang, Junbo Guo, Zhendong Mao
2024DEFT: Distribution-guided Efficient Fine-Tuning for Human Alignment.Liang Zhu, Feiteng Fang, Yuelin Bai, Longze Chen, Zhexiang Zhang, Minghuan Tan, Min Yang
2024ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems.Andrew Zhu, Liam Dugan, Chris Callison-Burch
2024Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?Dawei Zhu, Pinzhen Chen, Miaoran Zhang, Barry Haddow, Xiaoyu Shen, Dietrich Klakow
2024Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation.Qin Zhu, Qinyuan Cheng, Runyu Peng, Xiaonan Li, Ru Peng, Tengxiao Liu, Xipeng Qiu, Xuanjing Huang
2024EfficientRAG: Efficient Retriever for Multi-Hop Question Answering.Ziyuan Zhuang, Zhiyang Zhang, Sitao Cheng, Fangkai Yang, Jia Liu, Shujian Huang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
2024Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory.Xianwei Zhuang, Zhihong Zhu, Zhanpeng Chen, Yuxin Xie, Liming Liang, Yuexian Zou
2024PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval.Shengyao Zhuang, Xueguang Ma, Bevan Koopman, Jimmy Lin, Guido Zuccon
2024HyQE: Ranking Contexts with Hypothetical Query Embeddings.Weichao Zhou, Jiaxin Zhang, Hilaf Hasson, Anu Singh, Wenchao Li
2024Large Language Models Are Involuntary Truth-Tellers: Exploiting Fallacy Failure for Jailbreak Attacks.Yue Zhou, Henry Peng Zou, Barbara Di Eugenio, Yang Zhang
2024How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States.Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Yongbin Li
3,501–3,525 of 16,441← PreviousNext →

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