NAACL - arXivDaily 期刊&会议

2403.17552 2024-03-27 cs.CL

Naive Bayes-based Context Extension for Large Language Models

Jianlin Su, Murtadha Ahmed, Wenbo, Luo Ao, Mingren Zhu, Yunfeng Liu

Comments Accepted to main NAACL 2024

2403.17486 2024-03-27 cs.CL

KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning

Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu

Comments Accepted to NAACL 2024

2403.17307 2024-03-27 cs.CL cs.IT math.IT

HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification

He Zhu, Junran Wu, Ruomei Liu, Yue Hou, Ze Yuan, Shangzhe Li, Yicheng Pan, Ke Xu

Comments Accepted by NAACL 2024

2403.17155 2024-03-27 cs.CL cs.CR

Task-Agnostic Detector for Insertion-Based Backdoor Attacks

Weimin Lyu, Xiao Lin, Songzhu Zheng, Lu Pang, Haibin Ling, Susmit Jha, Chao Chen

Comments Findings of NAACL 2024

2403.09738 2024-03-27 cs.CL cs.AI cs.IR

Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation

Se-eun Yoon, Zhankui He, Jessica Maria Echterhoff, Julian McAuley

Comments NAACL 2024

2311.09602 2024-03-27 cs.CL

Language Models (Mostly) Do Not Consider Emotion Triggers When Predicting Emotion

Smriti Singh, Cornelia Caragea, Junyi Jessy Li

Comments NAACL 2024 Camera Ready

2311.07703 2024-03-27 cs.CL cs.SD eess.AS

Measuring Entrainment in Spontaneous Code-switched Speech

Debasmita Bhattacharya, Siying Ding, Alayna Nguyen, Julia Hirschberg

Comments Edits: camera-ready manuscript for NAACL 2024

2310.13257 2024-03-27 cs.CL cs.AI

Visual Grounding Helps Learn Word Meanings in Low-Data Regimes

Chengxu Zhuang, Evelina Fedorenko, Jacob Andreas

Comments Accepted by NAACL 2024

2307.05300 2024-03-27 cs.AI cs.CL

Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration

Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji

Comments Accepted as a main conference paper at NAACL 2024

2403.16995 2024-03-26 cs.CL cs.AI cs.LG stat.ML

Language Rectified Flow: Advancing Diffusion Language Generation with Probabilistic Flows

Shujian Zhang, Lemeng Wu, Chengyue Gong, Xingchao Liu

Comments Accepted to NAACL 2024

2403.16543 2024-03-26 cs.CL cs.AI

Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning

Philipp Borchert, Jochen De Weerdt, Marie-Francine Moens

Comments NAACL 2024

2403.16265 2024-03-26 cs.CL

Connecting the Dots: Inferring Patent Phrase Similarity with Retrieved Phrase Graphs

Zhuoyi Peng, Yi Yang

Comments Findings of NAACL 2024

2403.15882 2024-03-26 cs.CL

VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding

Phong Nguyen-Thuan Do, Son Quoc Tran, Phu Gia Hoang, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

Comments Accepted at NAACL 2024 (Findings)

2403.15667 2024-03-26 cs.IR

QueryExplorer: An Interactive Query Generation Assistant for Search and Exploration

Kaustubh D. Dhole, Shivam Bajaj, Ramraj Chandradevan, Eugene Agichtein

Comments NAACL 2024 Demonstration Track

2403.15467 2024-03-26 cs.CL

Don't be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks

Seunguk Yu, Juhwan Choi, Youngbin Kim

Comments NAACL 2024 Findings; Camera-Ready Version

2402.11734 2024-03-26 cs.PL cs.AI cs.SE

Solving Data-centric Tasks using Large Language Models

Shraddha Barke, Christian Poelitz, Carina Suzana Negreanu, Benjamin Zorn, José Cambronero, Andrew D. Gordon, Vu Le, Elnaz Nouri, Nadia Polikarpova, Advait Sarkar, Brian Slininger, Neil Toronto, Jack Williams

Comments Paper accepted to NAACL 2024 (Findings)

2402.10670 2024-03-26 cs.CL cs.RO

OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models

Yuxuan Kuang, Hai Lin, Meng Jiang

Comments NAACL 2024 Findings

2311.08849 2024-03-26 cs.CL

OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining

Yihong Liu, Peiqin Lin, Mingyang Wang, Hinrich Schütze

Comments NAACL 2024 Findings

2311.07954 2024-03-26 cs.AI cs.CL

A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning

Ruixin Hong, Hongming Zhang, Xinyu Pang, Dong Yu, Changshui Zhang

Comments NAACL 2024 Main Conference

2309.09369 2024-03-26 cs.CL

Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles

Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu

Comments NAACL 2024

2307.02591 2024-03-26 cs.CL cs.AI

ODD: A Benchmark Dataset for the Natural Language Processing based Opioid Related Aberrant Behavior Detection

Sunjae Kwon, Xun Wang, Weisong Liu, Emily Druhl, Minhee L. Sung, Joel I. Reisman, Wenjun Li, Robert D. Kerns, William Becker, Hong Yu

Comments To be appeared at NAACL 2024

2403.14952 2024-03-25 cs.CL cs.AI

Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation

Zhenrui Yue, Huimin Zeng, Yimeng Lu, Lanyu Shang, Yang Zhang, Dong Wang

Comments Accepted to NAACL 2024

2403.14950 2024-03-25 cs.CL cs.LG

KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation

Xindi Luo, Zequn Sun, Jing Zhao, Zhe Zhao, Wei Hu

Comments Accepted in the 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2024)

2403.13592 2024-03-25 cs.CL

Llama meets EU: Investigating the European Political Spectrum through the Lens of LLMs

Ilias Chalkidis, Stephanie Brandl

Comments accepted to NAACL 2024 as a short paper

2311.08921 2024-03-22 cs.CL

Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models

Tingyu Xie, Qi Li, Yan Zhang, Zuozhu Liu, Hongwei Wang

Comments Accepted to NAACL 2024 (Main Conference)

2310.17918 2024-03-22 cs.CL cs.AI

Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method

Yukun Zhao, Lingyong Yan, Weiwei Sun, Guoliang Xing, Chong Meng, Shuaiqiang Wang, Zhicong Cheng, Zhaochun Ren, Dawei Yin

Comments Accepted by NAACL 2024

2310.14564 2024-03-22 cs.CL

Language Models Hallucinate, but May Excel at Fact Verification

Jian Guan, Jesse Dodge, David Wadden, Minlie Huang, Hao Peng

Comments Accepted in NAACL 2024

2309.03378 2024-03-22 cs.CL cs.SD eess.AS

RoDia: A New Dataset for Romanian Dialect Identification from Speech

Codrut Rotaru, Nicolae-Catalin Ristea, Radu Tudor Ionescu

Comments Accepted at NAACL 2024

2308.14296 2024-03-22 cs.IR cs.AI

RecMind: Large Language Model Powered Agent For Recommendation

Yancheng Wang, Ziyan Jiang, Zheng Chen, Fan Yang, Yingxue Zhou, Eunah Cho, Xing Fan, Xiaojiang Huang, Yanbin Lu, Yingzhen Yang

Comments Accepted by NAACL 2024 (Findings)

2308.08325 2024-03-22 cs.CV

Visually-Aware Context Modeling for News Image Captioning

Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens

Comments Accepted at NAACL 2024 Main Conference