arXivDaily arXiv每日学术速递 周一至周五更新

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North American Chapter of the Association for Computational Linguistics · 会议 · Natural Language Processing

共收录 2715
2404.00051 2024-04-02 cs.AI cs.CL cs.LG

Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning

Miao Peng, Ben Liu, Wenjie Xu, Zihao Jiang, Jiahui Zhu, Min Peng

Comments Accepted to NAACL 2024 Findings

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2403.15351 2024-04-02 cs.CL

Multi-Review Fusion-in-Context

Aviv Slobodkin, Ori Shapira, Ran Levy, Ido Dagan

Comments NAACL 2024, findings

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2403.09522 2024-04-02 cs.CL

MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation

Jiahuan Li, Shanbo Cheng, Shujian Huang, Jiajun Chen

Comments Accepted to NAACL-2024 main conference

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2402.13249 2024-04-02 cs.CL cs.AI

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization

Liyan Tang, Igor Shalyminov, Amy Wing-mei Wong, Jon Burnsky, Jake W. Vincent, Yu'an Yang, Siffi Singh, Song Feng, Hwanjun Song, Hang Su, Lijia Sun, Yi Zhang, Saab Mansour, Kathleen McKeown

Comments NAACL 2024; Linguistic annotations available at https://github.com/amazon-science/tofueval

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2401.12987 2024-04-02 cs.CL cs.LG cs.SD eess.AS

TelME: Teacher-leading Multimodal Fusion Network for Emotion Recognition in Conversation

Taeyang Yun, Hyunkuk Lim, Jeonghwan Lee, Min Song

Comments NAACL 2024 main conference

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2401.10472 2024-04-02 cs.CL

Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences

Hongyi Liu, Qingyun Wang, Payam Karisani, Heng Ji

Comments 21 pages; Accepted by the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies; Code, data, and resources are publicly available for research purposes: https://github.com/Lhtie/Bio-Domain-Transfer

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2401.06877 2024-04-02 cs.CL

Promptly Predicting Structures: The Return of Inference

Maitrey Mehta, Valentina Pyatkin, Vivek Srikumar

Comments 19 pages, 13 figures Accepted to NAACL'2024 (Main)

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2401.05952 2024-04-02 cs.CL

LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?

Qihui Zhang, Chujie Gao, Dongping Chen, Yue Huang, Yixin Huang, Zhenyang Sun, Shilin Zhang, Weiye Li, Zhengyan Fu, Yao Wan, Lichao Sun

Comments Accepted by NAACL 2024

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2311.09476 2024-04-02 cs.CL cs.AI cs.IR

ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems

Jon Saad-Falcon, Omar Khattab, Christopher Potts, Matei Zaharia

Comments NAACL 2024

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2311.08968 2024-04-02 cs.CL cs.AI

Identifying Linear Relational Concepts in Large Language Models

David Chanin, Anthony Hunter, Oana-Maria Camburu

Comments To be published in NAACL 2024

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2311.08685 2024-04-02 cs.CL cs.AI

Safer-Instruct: Aligning Language Models with Automated Preference Data

Taiwei Shi, Kai Chen, Jieyu Zhao

Comments 16 pages. NAACL 2024 Camera-ready

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2311.08572 2024-04-02 cs.CL cs.AI cs.LG

Low-Rank Adaptation for Multilingual Summarization: An Empirical Study

Chenxi Whitehouse, Fantine Huot, Jasmijn Bastings, Mostafa Dehghani, Chu-Cheng Lin, Mirella Lapata

Comments Findings of NAACL 2024

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2311.07884 2024-04-02 cs.CL

Fair Abstractive Summarization of Diverse Perspectives

Yusen Zhang, Nan Zhang, Yixin Liu, Alexander Fabbri, Junru Liu, Ryo Kamoi, Xiaoxin Lu, Caiming Xiong, Jieyu Zhao, Dragomir Radev, Kathleen McKeown, Rui Zhang

Comments NAACL 2024

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2311.07772 2024-04-02 cs.CL cs.LG

In-context Learning and Gradient Descent Revisited

Gilad Deutch, Nadav Magar, Tomer Bar Natan, Guy Dar

Comments Accepted to NAACL 2024 main conference

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2311.05915 2024-04-02 cs.CL cs.AI

Fake Alignment: Are LLMs Really Aligned Well?

Yixu Wang, Yan Teng, Kexin Huang, Chengqi Lyu, Songyang Zhang, Wenwei Zhang, Xingjun Ma, Yu-Gang Jiang, Yu Qiao, Yingchun Wang

Comments Accepted to the NAACL 2024

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2310.13522 2024-04-02 cs.CL

Teaching Language Models to Self-Improve through Interactive Demonstrations

Xiao Yu, Baolin Peng, Michel Galley, Jianfeng Gao, Zhou Yu

Comments NAACL 2024 main

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2310.07676 2024-04-02 cs.CR cs.CL cs.LG

Composite Backdoor Attacks Against Large Language Models

Hai Huang, Zhengyu Zhao, Michael Backes, Yun Shen, Yang Zhang

Comments To Appear in Findings of the Association for Computational Linguistics: NAACL 2024, June 2024

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2309.14771 2024-04-02 cs.CL cs.AI

Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning

Jianing Wang, Chengyu Wang, Chuanqi Tan, Jun Huang, Ming Gao

Comments naacl 2024

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2309.08591 2024-04-02 cs.CL

Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings

Chen Cecilia Liu, Fajri Koto, Timothy Baldwin, Iryna Gurevych

Comments NAACL

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2307.04192 2024-04-02 cs.CV cs.AI cs.CL cs.MM

Self-Adaptive Sampling for Efficient Video Question-Answering on Image--Text Models

Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria

Comments 13 pages, 7 figures, accepted to Findings of NAACL 2024

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2307.02185 2024-04-02 cs.CL cs.AI cs.CR

Citation: A Key to Building Responsible and Accountable Large Language Models

Jie Huang, Kevin Chen-Chuan Chang

Comments NAACL 2024 Findings

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2305.14623 2024-04-02 cs.CL

Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models

Miaoran Li, Baolin Peng, Michel Galley, Jianfeng Gao, Zhu Zhang

Comments Accepted by NAACL 2024 Findings

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2305.14124 2024-04-02 cs.CL

When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale

Christos Baziotis, Biao Zhang, Alexandra Birch, Barry Haddow

Comments Accepted to NAACL 2024 (Main conference)

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2305.11074 2024-04-02 cs.AI

Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization

Tong Ye, Lingfei Wu, Tengfei Ma, Xuhong Zhang, Yangkai Du, Peiyu Liu, Shouling Ji, Wenhai Wang

Comments NAACL 2024 Findings

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2304.08103 2024-04-02 cs.CL cs.HC

Low-code LLM: Graphical User Interface over Large Language Models

Yuzhe Cai, Shaoguang Mao, Wenshan Wu, Zehua Wang, Yaobo Liang, Tao Ge, Chenfei Wu, Wang You, Ting Song, Yan Xia, Jonathan Tien, Nan Duan, Furu Wei

Comments Accepted as a Demo Track paper at NAACL 2024

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2403.20289 2024-04-01 cs.CL cs.SD eess.AS

Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation

Fangxu Yu, Junjie Guo, Zhen Wu, Xinyu Dai

Comments Accepted by Findings of NAACL 2024

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2403.20103 2024-04-01 cs.CL

NLP for Counterspeech against Hate: A Survey and How-To Guide

Helena Bonaldi, Yi-Ling Chung, Gavin Abercrombie, Marco Guerini

Comments To appear in Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (findings)

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2403.19962 2024-04-01 cs.CL cs.AI cs.LG

Enhancing the General Agent Capabilities of Low-Parameter LLMs through Tuning and Multi-Branch Reasoning

Qinhao Zhou, Zihan Zhang, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li

Comments To appear at NAACL 2024

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2402.12168 2024-04-01 cs.CR cs.AI cs.CL

Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning

Shuai Zhao, Leilei Gan, Luu Anh Tuan, Jie Fu, Lingjuan Lyu, Meihuizi Jia, Jinming Wen

Comments NAACL Findings 2024

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2311.08590 2024-04-01 cs.CL

PEMA: An Offsite-Tunable Plug-in External Memory Adaptation for Language Models

HyunJin Kim, Young Jin Kim, JinYeong Bak

Comments Accepted to NAACL 2024

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