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
2404.03561 2024-04-05 cs.CL

Select and Summarize: Scene Saliency for Movie Script Summarization

Rohit Saxena, Frank Keller

Comments NAACL 2024 Findings

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2404.03558 2024-04-05 cs.CL cs.LG

How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes

Harmon Bhasin, Timothy Ossowski, Yiqiao Zhong, Junjie Hu

Comments Accepted to NAACL 2024

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2404.03196 2024-04-05 cs.CL

Okay, Let's Do This! Modeling Event Coreference with Generated Rationales and Knowledge Distillation

Abhijnan Nath, Shadi Manafi, Avyakta Chelle, Nikhil Krishnaswamy

Comments To be published in NAACL 2024 Main

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2404.03114 2024-04-05 cs.SE cs.AI cs.CL

Testing the Effect of Code Documentation on Large Language Model Code Understanding

William Macke, Michael Doyle

Comments 7 pages, 5 figures, 2 tables. Accepted as a Findings paper in the "Generation" track to NAACL 2024. MITRE Public Release Case Number 23-4132

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2404.02931 2024-04-05 cs.CL cs.AI

READ: Improving Relation Extraction from an ADversarial Perspective

Dawei Li, William Hogan, Jingbo Shang

Comments Accepted by findings of NAACL 2024

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2404.02421 2024-04-05 cs.CL

Revisiting subword tokenization: A case study on affixal negation in large language models

Thinh Hung Truong, Yulia Otmakhova, Karin Verspoor, Trevor Cohn, Timothy Baldwin

Comments NAACL 2024

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2404.00450 2024-04-05 cs.CL cs.AI cs.IR cs.LG

Planning and Editing What You Retrieve for Enhanced Tool Learning

Tenghao Huang, Dongwon Jung, Muhao Chen

Comments This paper is accepted at NAACL-Findings 2024

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2403.09057 2024-04-05 cs.CL cs.AI

A Continued Pretrained LLM Approach for Automatic Medical Note Generation

Dong Yuan, Eti Rastogi, Gautam Naik, Sree Prasanna Rajagopal, Sagar Goyal, Fen Zhao, Bharath Chintagunta, Jeff Ward

Comments Accepted to NAACL 2024

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2312.15166 2024-04-05 cs.CL cs.AI cs.LG

SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling

Dahyun Kim, Chanjun Park, Sanghoon Kim, Wonsung Lee, Wonho Song, Yunsu Kim, Hyeonwoo Kim, Yungi Kim, Hyeonju Lee, Jihoo Kim, Changbae Ahn, Seonghoon Yang, Sukyung Lee, Hyunbyung Park, Gyoungjin Gim, Mikyoung Cha, Hwalsuk Lee, Sunghun Kim

Comments accepted to NAACL 2024 Industry Track

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2311.09783 2024-04-05 cs.CL cs.AI

Investigating Data Contamination in Modern Benchmarks for Large Language Models

Chunyuan Deng, Yilun Zhao, Xiangru Tang, Mark Gerstein, Arman Cohan

Comments NAACL 2024 Version

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2311.09390 2024-04-05 cs.CL

LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems

Nalin Kumar, Ondřej Dušek

Comments Accepted to NAACL Findings 2024

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2311.08252 2024-04-05 cs.CL cs.AI cs.IR cs.LG

REST: Retrieval-Based Speculative Decoding

Zhenyu He, Zexuan Zhong, Tianle Cai, Jason D. Lee, Di He

Comments NAACL 2024, camera ready

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2310.06202 2024-04-05 cs.CL

GPT-who: An Information Density-based Machine-Generated Text Detector

Saranya Venkatraman, Adaku Uchendu, Dongwon Lee

Comments To appear in Findings of the Association for Computational Linguistics: NAACL 2024

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2310.00492 2024-04-05 cs.CL cs.AI cs.LG

From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning

Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu

Comments Accepted by NAACL 2024

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2308.08833 2024-04-05 cs.CL cs.AI

CMB: A Comprehensive Medical Benchmark in Chinese

Xidong Wang, Guiming Hardy Chen, Dingjie Song, Zhiyi Zhang, Zhihong Chen, Qingying Xiao, Feng Jiang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li

Comments Accepted to NAACL 2024 Main Conference

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2304.14364 2024-04-05 cs.CL cs.AI cs.LG

CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants

Albert Yu Sun, Varun Nair, Elliot Schumacher, Anitha Kannan

Comments To appear in NAACL 2024

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2404.02904 2024-04-04 cs.CV cs.AI cs.CL cs.LG

ALOHa: A New Measure for Hallucination in Captioning Models

Suzanne Petryk, David M. Chan, Anish Kachinthaya, Haodi Zou, John Canny, Joseph E. Gonzalez, Trevor Darrell

Comments To appear at NAACL 2024

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2404.02619 2024-04-04 cs.CL

Adjusting Interpretable Dimensions in Embedding Space with Human Judgments

Katrin Erk, Marianna Apidianaki

Comments NAACL 2024

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2404.02581 2024-04-04 cs.CL cs.IR

Multi-Granularity Guided Fusion-in-Decoder

Eunseong Choi, Hyeri Lee, Jongwuk Lee

Comments Findings of the Association for Computational Linguistics: NAACL 2024; 12 pages; 8 figures and 5 tables. Code and data available at http://github.com/eunseongc/MGFiD

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2404.02529 2024-04-04 cs.CL

A School Student Essay Corpus for Analyzing Interactions of Argumentative Structure and Quality

Maja Stahl, Nadine Michel, Sebastian Kilsbach, Julian Schmidtke, Sara Rezat, Henning Wachsmuth

Comments Accepted to NAACL 2024

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2404.02507 2024-04-04 cs.CL

Lifelong Event Detection with Embedding Space Separation and Compaction

Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty

Comments NAACL 2024 main conference

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2404.02490 2024-04-04 cs.CL

Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment

Zhongtao Miao, Qiyu Wu, Kaiyan Zhao, Zilong Wu, Yoshimasa Tsuruoka

Comments NAACL 2024 findings

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2404.02489 2024-04-04 cs.IR cs.CL

DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation

Ramraj Chandradevan, Kaustubh D. Dhole, Eugene Agichtein

Comments NAACL 2024 Main Conference

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2404.02474 2024-04-04 cs.CL cs.AI cs.IR cs.LG

uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers?

Pouya Sadeghi, Amirhossein Abaskohi, Yadollah Yaghoobzadeh

Comments 12 pages, 5 figures, 6 tables, Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024) @ NAACL 2024

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2404.02452 2024-04-04 cs.CL

Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations

Emilio Villa-Cueva, A. Pastor López-Monroy, Fernando Sánchez-Vega, Thamar Solorio

Comments Accepted to NAACL 2024

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2403.16865 2024-04-04 cs.CL eess.AS

Encoding of lexical tone in self-supervised models of spoken language

Gaofei Shen, Michaela Watkins, Afra Alishahi, Arianna Bisazza, Grzegorz Chrupała

Comments Accepted to NAACL 2024

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2401.12255 2024-04-04 cs.CR cs.AI cs.CL cs.LG

Instructional Fingerprinting of Large Language Models

Jiashu Xu, Fei Wang, Mingyu Derek Ma, Pang Wei Koh, Chaowei Xiao, Muhao Chen

Comments Accepted at NAACL 2024; 30 pages

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2311.09694 2024-04-04 cs.CL

Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness

Ashim Gupta, Rishanth Rajendhran, Nathan Stringham, Vivek Srikumar, Ana Marasović

Comments To appear at NAACL 24 - main conference. The code is available at: https://github.com/utahnlp/scaling_robustness/

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2311.09467 2024-04-04 cs.CL cs.AI

Think While You Write: Hypothesis Verification Promotes Faithful Knowledge-to-Text Generation

Yifu Qiu, Varun Embar, Shay B. Cohen, Benjamin Han

Comments NAACL 2024 (Findings)

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2311.01230 2024-04-04 cs.LG cs.AI cs.SC

Multi-Operational Mathematical Derivations in Latent Space

Marco Valentino, Jordan Meadows, Lan Zhang, André Freitas

Comments Accepted to NAACL 2024 - Camera Ready

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