NAACL - arXivDaily 期刊&会议

2308.05342 2024-03-22 cs.CL cs.AI

Metacognitive Prompting Improves Understanding in Large Language Models

Yuqing Wang, Yun Zhao

Comments NAACL 2024

2403.13312 2024-03-21 cs.CL

LeanReasoner: Boosting Complex Logical Reasoning with Lean

Dongwei Jiang, Marcio Fonseca, Shay B. Cohen

Comments Accepted to NAACL 2024 main conference

2403.13240 2024-03-21 cs.CL

SumTra: A Differentiable Pipeline for Few-Shot Cross-Lingual Summarization

Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi

Comments Accepted to NAACL 2024

2403.13130 2024-03-21 cs.CL cs.AI cs.LG

Self-generated Replay Memories for Continual Neural Machine Translation

Michele Resta, Davide Bacciu

Comments Accepted at NAACL 2024

2309.04461 2024-03-21 cs.CL cs.CV cs.LG

Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models

Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran

Comments NAACL 2024 Main Conference. The data is released at https://github.com/Yangyi-Chen/CoTConsistency

2308.00221 2024-03-21 cs.CL cs.AI cs.CR

Advancing Beyond Identification: Multi-bit Watermark for Large Language Models

KiYoon Yoo, Wonhyuk Ahn, Nojun Kwak

Comments NAACL 2024 main. 9 pages and appendix

2305.13888 2024-03-21 cs.CL

PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning

Xuekai Zhu, Biqing Qi, Kaiyan Zhang, Xinwei Long, Zhouhan Lin, Bowen Zhou

Comments NAACL 2024 Long Paper; Code and data are available at https://github.com/Xuekai-Zhu/pad

2403.12918 2024-03-20 cs.CL cs.AI cs.LG

Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts

Sai Ashish Somayajula, Youwei Liang, Abhishek Singh, Li Zhang, Pengtao Xie

Comments Accepted as a long paper to NAACL 2024 Main Conference; 18 pages, 11 tables, 3 figures

2403.12809 2024-03-20 cs.CL cs.AI

Comparing Explanation Faithfulness between Multilingual and Monolingual Fine-tuned Language Models

Zhixue Zhao, Nikolaos Aletras

Comments Accepted at NAACL 2024 Main Conference

2403.12744 2024-03-20 cs.CL

Instructing Large Language Models to Identify and Ignore Irrelevant Conditions

Zhenyu Wu, Chao Shen, Meng Jiang

Comments NAACL 2024 - Camera Ready

2403.12596 2024-03-20 cs.CL

Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs

Victor Carbune, Hassan Mansoor, Fangyu Liu, Rahul Aralikatte, Gilles Baechler, Jindong Chen, Abhanshu Sharma

Comments Findings of NAACL 2024

2305.10314 2024-03-20 cs.CL cs.AI cs.SE

LeTI: Learning to Generate from Textual Interactions

Xingyao Wang, Hao Peng, Reyhaneh Jabbarvand, Heng Ji

Comments NAACL 2024 Findings

2401.01989 2024-03-20 cs.CL cs.AI

Revisiting Zero-Shot Abstractive Summarization in the Era of Large Language Models from the Perspective of Position Bias

Anshuman Chhabra, Hadi Askari, Prasant Mohapatra

Comments Accepted to NAACL 2024 Main Conference

2311.09585 2024-03-20 cs.CL

LifeTox: Unveiling Implicit Toxicity in Life Advice

Minbeom Kim, Jahyun Koo, Hwanhee Lee, Joonsuk Park, Hwaran Lee, Kyomin Jung

Comments 11 pages, 5 figures, NAACL 2024

2310.14855 2024-03-20 cs.CL cs.AI

Contextual Refinement of Translations: Large Language Models for Sentence and Document-Level Post-Editing

Sai Koneru, Miriam Exel, Matthias Huck, Jan Niehues

Comments NAACL 2024

2307.12418 2024-03-20 cs.SE cs.CL

HateModerate: Testing Hate Speech Detectors against Content Moderation Policies

Jiangrui Zheng, Xueqing Liu, Guanqun Yang, Mirazul Haque, Xing Qian, Ravishka Rathnasuriya, Wei Yang, Girish Budhrani

Comments NAACL 2024 Finding

2403.11558 2024-03-19 cs.CL cs.AI

Reinforcement Learning with Token-level Feedback for Controllable Text Generation

Wendi Li, Wei Wei, Kaihe Xu, Wenfeng Xie, Dangyang Chen, Yu Cheng

Comments Accepted to NAACL 2024 Findings

2403.11435 2024-03-19 cs.CL

InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions

Yifan Wang, Yafei Liu, Chufan Shi, Haoling Li, Chen Chen, Haonan Lu, Yujiu Yang

Comments Accepted by NAACL 2024

2403.11092 2024-03-19 cs.CL cs.AI cs.CV cs.CY eess.IV

Lost in Translation? Translation Errors and Challenges for Fair Assessment of Text-to-Image Models on Multilingual Concepts

Michael Saxon, Yiran Luo, Sharon Levy, Chitta Baral, Yezhou Yang, William Yang Wang

Comments NAACL 2024 Main Conference

2403.11082 2024-03-19 cs.CL cs.AI cs.LG

RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning

Javad Rafiei Asl, Prajwal Panzade, Eduardo Blanco, Daniel Takabi, Zhipeng Cai

Comments Accepted at the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL Findings) 2024. [https://openreview.net/forum?id=9dEAg4lJEA]

2401.12873 2024-03-19 cs.CL cs.AI

Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model

Zhiwei He, Xing Wang, Wenxiang Jiao, Zhuosheng Zhang, Rui Wang, Shuming Shi, Zhaopeng Tu

Comments NAACL 2024

2310.05155 2024-03-19 cs.CL cs.AI

Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model

Cheng Qian, Chenyan Xiong, Zhenghao Liu, Zhiyuan Liu

Comments NAACL 2024 Main

2403.10856 2024-03-19 cs.CL cs.CR

Zero-shot Generative Linguistic Steganography

Ke Lin, Yiyang Luo, Zijian Zhang, Ping Luo

Comments 15 pages, 6 figures. Accepted at NAACL 2024

2311.07914 2024-03-19 cs.CL cs.LG

Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey

Garima Agrawal, Tharindu Kumarage, Zeyad Alghamdi, Huan Liu

Comments Accepted Paper in NAACL 2024

2403.10351 2024-03-18 cs.CL

TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale

Pengcheng Jiang, Cao Xiao, Zifeng Wang, Parminder Bhatia, Jimeng Sun, Jiawei Han

Comments NAACL'24

2403.10135 2024-03-18 cs.IR cs.AI cs.CL

The Whole is Better than the Sum: Using Aggregated Demonstrations in In-Context Learning for Sequential Recommendation

Lei Wang, Ee-Peng Lim

Comments NAACL 2024 (Findings)

2311.10112 2024-03-18 cs.AI cs.CL cs.LG

zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models

Zifeng Ding, Heling Cai, Jingpei Wu, Yunpu Ma, Ruotong Liao, Bo Xiong, Volker Tresp

Comments Accepted to NAACL 2024 main conference

2311.07445 2024-03-18 cs.CL cs.AI

Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue

Junkai Zhou, Liang Pang, Huawei Shen, Xueqi Cheng

Comments Accepted by NAACL 2024 Findings

2304.11657 2024-03-18 cs.CL cs.AI

Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models

Jiashuo Sun, Yi Luo, Yeyun Gong, Chen Lin, Yelong Shen, Jian Guo, Nan Duan

Comments Accepted by NAACL 2024 Findings

2403.09162 2024-03-15 cs.CL

Unveiling the Generalization Power of Fine-Tuned Large Language Models

Haoran Yang, Yumeng Zhang, Jiaqi Xu, Hongyuan Lu, Pheng Ann Heng, Wai Lam

Comments NAACL 2024