arXivDaily arXiv每日学术速递 周一至周五更新

期刊&会议

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

共收录 2715
2404.01715 2024-04-03 cs.CL

EMONA: Event-level Moral Opinions in News Articles

Yuanyuan Lei, Md Messal Monem Miah, Ayesha Qamar, Sai Ramana Reddy, Jonathan Tong, Haotian Xu, Ruihong Huang

Comments Accepted to NAACL 2024

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2404.01706 2024-04-03 cs.CL

Polarity Calibration for Opinion Summarization

Yuanyuan Lei, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Ruihong Huang, Dong Yu

Comments Accepted to NAACL 2024

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2404.01701 2024-04-03 cs.CL

On the Role of Summary Content Units in Text Summarization Evaluation

Marcel Nawrath, Agnieszka Nowak, Tristan Ratz, Danilo C. Walenta, Juri Opitz, Leonardo F. R. Ribeiro, João Sedoc, Daniel Deutsch, Simon Mille, Yixin Liu, Lining Zhang, Sebastian Gehrmann, Saad Mahamood, Miruna Clinciu, Khyathi Chandu, Yufang Hou

Comments 10 Pages, 3 Figures, 3 Tables, camera ready version accepted at NAACL 2024

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2404.01667 2024-04-03 cs.CL

METAL: Towards Multilingual Meta-Evaluation

Rishav Hada, Varun Gumma, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram

Comments Accepted to NAACL 2024 findings

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2404.01652 2024-04-03 cs.CL cs.AI

Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization

Zixuan Zhang, Revanth Gangi Reddy, Kevin Small, Tong Zhang, Heng Ji

Comments Accepted to NAACL 2024 Findings

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2404.01651 2024-04-03 cs.CL cs.CY cs.HC cs.SI

NLP Systems That Can't Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps

Kristina Gligoric, Myra Cheng, Lucia Zheng, Esin Durmus, Dan Jurafsky

Comments NAACL 2024 (Main conference)

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2404.01588 2024-04-03 cs.CL cs.AI cs.LG

Hallucination Diversity-Aware Active Learning for Text Summarization

Yu Xia, Xu Liu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Anup Rao, Tung Mai, Shuai Li

Comments Accepted to NAACL 2024

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2404.01532 2024-04-03 cs.CL cs.IR

Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation

Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, Yulan He

Comments Accepted to NAACL 2024. 9 + 10 pages

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2404.01481 2024-04-03 cs.CL

A Study on Scaling Up Multilingual News Framing Analysis

Syeda Sabrina Akter, Antonios Anastasopoulos

Comments accepted at NAACL 2024

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2404.01474 2024-04-03 cs.CL

Finding Replicable Human Evaluations via Stable Ranking Probability

Parker Riley, Daniel Deutsch, George Foster, Viresh Ratnakar, Ali Dabirmoghaddam, Markus Freitag

Comments To appear at NAACL 2024

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2404.01353 2024-04-03 cs.LG cs.AI cs.CL

Efficiently Distilling LLMs for Edge Applications

Achintya Kundu, Fabian Lim, Aaron Chew, Laura Wynter, Penny Chong, Rhui Dih Lee

Comments This paper has been accepted for publication in NAACL 2024 (Industry Track)

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2404.01232 2024-04-03 cs.CL cs.CV

Open-Vocabulary Federated Learning with Multimodal Prototyping

Huimin Zeng, Zhenrui Yue, Dong Wang

Comments Accepted at NAACL 2024

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2403.17516 2024-04-03 cs.CL cs.AI

MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities

Xinpei Zhao, Jingyuan Sun, Shaonan Wang, Jing Ye, Xiaohan Zhang, Chengqing Zong

Comments Accepted to NAACL 2024 main conference

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2403.10576 2024-04-03 cs.CR cs.CL cs.LG

Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain

Eugene Jang, Jian Cui, Dayeon Yim, Youngjin Jin, Jin-Woo Chung, Seungwon Shin, Yongjae Lee

Comments To appear in NAACL Findings 2024

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2401.05249 2024-04-03 cs.CL

CASA: Causality-driven Argument Sufficiency Assessment

Xiao Liu, Yansong Feng, Kai-Wei Chang

Comments Accepted by NAACL 2024 main conference. Project website: https://xxxiaol.github.io/CASA/

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2311.09782 2024-04-03 cs.CL

More Samples or More Prompts? Exploring Effective In-Context Sampling for LLM Few-Shot Prompt Engineering

Bingsheng Yao, Guiming Chen, Ruishi Zou, Yuxuan Lu, Jiachen Li, Shao Zhang, Yisi Sang, Sijia Liu, James Hendler, Dakuo Wang

Comments Accepted at NAACL 2024 Findings

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2311.09718 2024-04-03 cs.CL cs.AI

You don't need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric Instruments

Bangzhao Shu, Lechen Zhang, Minje Choi, Lavinia Dunagan, Lajanugen Logeswaran, Moontae Lee, Dallas Card, David Jurgens

Comments Camera-ready version for NAACL 2024. First two authors contributed equally

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2311.09615 2024-04-03 cs.CL

On Retrieval Augmentation and the Limitations of Language Model Training

Ting-Rui Chiang, Xinyan Velocity Yu, Joshua Robinson, Ollie Liu, Isabelle Lee, Dani Yogatama

Comments Accepted to NAACL 2024

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2311.09612 2024-04-03 cs.CV cs.CL

Efficient End-to-End Visual Document Understanding with Rationale Distillation

Wang Zhu, Alekh Agarwal, Mandar Joshi, Robin Jia, Jesse Thomason, Kristina Toutanova

Comments Accepted by NAACL 2024

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2311.09558 2024-04-03 cs.CL

What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception

Chaitanya Malaviya, Subin Lee, Dan Roth, Mark Yatskar

Comments Accepted to NAACL 2024. Code & data available at https://github.com/chaitanyamalaviya/rationale_formats

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2311.09447 2024-04-03 cs.CL cs.AI

How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities

Lingbo Mo, Boshi Wang, Muhao Chen, Huan Sun

Comments NAACL 2024

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2311.09060 2024-04-03 cs.CL

Do Localization Methods Actually Localize Memorized Data in LLMs? A Tale of Two Benchmarks

Ting-Yun Chang, Jesse Thomason, Robin Jia

Comments accepted by NAACL 2024

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2311.08505 2024-04-03 cs.CL

Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning

Xin Su, Tiep Le, Steven Bethard, Phillip Howard

Comments NAACL 2024 main conference

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2311.08323 2024-04-03 cs.CL cs.SD eess.AS

The taste of IPA: Towards open-vocabulary keyword spotting and forced alignment in any language

Jian Zhu, Changbing Yang, Farhan Samir, Jahurul Islam

Comments NAACL 2024 Main Conference

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2311.03663 2024-04-03 cs.CL

Principles from Clinical Research for NLP Model Generalization

Aparna Elangovan, Jiayuan He, Yuan Li, Karin Verspoor

Comments Accepted to NAACL 2024

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2311.01449 2024-04-03 cs.CL

TopicGPT: A Prompt-based Topic Modeling Framework

Chau Minh Pham, Alexander Hoyle, Simeng Sun, Philip Resnik, Mohit Iyyer

Comments Accepted to NAACL 2024 (Main conference)

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2310.19654 2024-04-03 cs.CV cs.AI

MCAD: Multi-teacher Cross-modal Alignment Distillation for efficient image-text retrieval

Youbo Lei, Feifei He, Chen Chen, Yingbin Mo, Si Jia Li, Defeng Xie, Haonan Lu

Comments Accepted by NAACL 2024 Findings

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2310.14122 2024-04-03 cs.IR

Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels

Honglei Zhuang, Zhen Qin, Kai Hui, Junru Wu, Le Yan, Xuanhui Wang, Michael Bendersky

Comments NAACL 2024; 13 pages

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2310.12558 2024-04-03 cs.CL cs.HC

Large Language Models Help Humans Verify Truthfulness -- Except When They Are Convincingly Wrong

Chenglei Si, Navita Goyal, Sherry Tongshuang Wu, Chen Zhao, Shi Feng, Hal Daumé, Jordan Boyd-Graber

Comments NAACL 2024

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2309.16583 2024-04-03 cs.CL

GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond

Shen Zheng, Yuyu Zhang, Yijie Zhu, Chenguang Xi, Pengyang Gao, Xun Zhou, Kevin Chen-Chuan Chang

Comments Accepted by NAACL 2024

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