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EMNLP - 2024
Total Papers:- 1451
Total Papers accross all years:- 12236
Total Citations :- 0
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Householder Pseudo-Rotation: A Novel Approach to Activation Editing in LLMs with Direction-Magnitude Perspective
Van-Cuong Pham |
Thien Huu Nguyen |
FinDVer: Explainable Claim Verification over Long and Hybrid-content Financial Documents
Yilun Zhao |
Yitao Long |
Tintin Jiang |
Chengye Wang |
Weiyuan Chen |
Hongjun Liu |
Xiangru Tang |
Yiming Zhang |
Chen Zhao |
Arman Cohan |
Memory-Efficient Fine-Tuning of Transformers via Token Selection
Antoine Simoulin |
Namyong Park |
Xiaoyi Liu |
Grey Yang |
AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning
Hao Sun |
Jiayi Wu |
Hengyi Cai |
Xiaochi Wei |
Yue Feng |
Bo Wang |
Shuaiqiang Wang |
Yan Zhang |
Dawei Yin |
Language, OCR, Form Independent (LOFI) pipeline for Industrial Document Information Extraction
Chang Oh Yoon |
Wonbeen Lee |
Seokhwan Jang |
Kyuwon Choi |
Minsung Jung |
Daewoo Choi |
Detecting Online Community Practices with Large Language Models: A Case Study of Pro-Ukrainian Publics on Twitter
Kateryna Kasianenko |
Shima Khanehzar |
Stephen Wan |
Ehsan Dehghan |
Axel Bruns |
AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation
Wenhao Huang |
Zhouhong Gu |
Chenghao Peng |
Jiaqing Liang |
Zhixu Li |
Yanghua Xiao |
Liqian Wen |
Zulong Chen |
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning
Hieu Man |
Nghia Trung Ngo |
Franck Dernoncourt |
Thien Huu Nguyen |
Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages
Jimin Sohn |
Haeji Jung |
Alex Cheng |
Jooeon Kang |
Yilin Du |
David R Mortensen |
World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering
Jiacong Wang |
Bohong Wu |
Haiyong Jiang |
Zhou Xun |
Xin Xiao |
Haoyuan Guo |
Jun Xiao |
T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings
Björn Deiseroth |
Manuel Brack |
Patrick Schramowski |
Kristian Kersting |
Samuel Weinbach |
Learning from Natural Language Explanations for Generalizable Entity Matching
Somin Wadhwa |
Adit Krishnan |
Runhui Wang |
Byron C Wallace |
Luyang Kong |
Improving Minimum Bayes Risk Decoding with Multi-Prompt
David Heineman |
Yao Dou |
Wei Xu |
MarkLLM: An Open-Source Toolkit for LLM Watermarking
Leyi Pan |
Aiwei Liu |
Zhiwei He |
Zitian Gao |
Xuandong Zhao |
Yijian Lu |
Binglin Zhou |
Shuliang Liu |
Xuming Hu |
Lijie Wen |
Irwin King |
Philip S. Yu |
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