NAACL - arXivDaily 期刊&会议

2311.01677 2024-04-01 cs.CL cs.AI

DialogBench: Evaluating LLMs as Human-like Dialogue Systems

Jiao Ou, Junda Lu, Che Liu, Yihong Tang, Fuzheng Zhang, Di Zhang, Kun Gai

Comments Accepted at NAACL 2024 (main conference)

2212.04119 2024-04-01 cs.CV cs.CL

DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue Dataset

Young-Jun Lee, Byungsoo Ko, Han-Gyu Kim, Jonghwan Hyeon, Ho-Jin Choi

Comments NAACL 2024

2402.10189 2024-04-01 cs.CL cs.LG

Uncertainty Quantification for In-Context Learning of Large Language Models

Chen Ling, Xujiang Zhao, Xuchao Zhang, Wei Cheng, Yanchi Liu, Yiyou Sun, Mika Oishi, Takao Osaki, Katsushi Matsuda, Jie Ji, Guangji Bai, Liang Zhao, Haifeng Chen

Comments Accepted to the main conference of NAACL 2024

2309.10814 2024-04-01 cs.CL

Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning

Tianhua Zhang, Jiaxin Ge, Hongyin Luo, Yung-Sung Chuang, Mingye Gao, Yuan Gong, Xixin Wu, Yoon Kim, Helen Meng, James Glass

Comments NAACL 2024

2307.02477 2024-04-01 cs.CL cs.AI

Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks

Zhaofeng Wu, Linlu Qiu, Alexis Ross, Ekin Akyürek, Boyuan Chen, Bailin Wang, Najoung Kim, Jacob Andreas, Yoon Kim

Comments NAACL 2024

2403.19559 2024-03-29 cs.CL

Improving Adversarial Data Collection by Supporting Annotators: Lessons from GAHD, a German Hate Speech Dataset

Janis Goldzycher, Paul Röttger, Gerold Schneider

Comments Accepted at NAACL 2024 (main conference)

2403.19548 2024-03-29 cs.CL

WaterJudge: Quality-Detection Trade-off when Watermarking Large Language Models

Piotr Molenda, Adian Liusie, Mark J. F. Gales

Comments NAACL 2024 (Findings)

2403.19352 2024-03-29 cs.CL

A diverse Multilingual News Headlines Dataset from around the World

Felix Leeb, Bernhard Schölkopf

Comments Published in NAACL 2024 Proceedings (Short Paper track)

2403.19317 2024-03-29 cs.CL

Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization

T. Y. S. S Santosh, Vatsal Venkatkrishna, Saptarshi Ghosh, Matthias Grabmair

Comments Accepted to NAACL 2024

2403.19283 2024-03-29 cs.CL

Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction

Chenming Tang, Fanyi Qu, Yunfang Wu

Comments Accepted to NAACL 2024 Main Conference

2403.18973 2024-03-29 cs.CL

Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition

Floris den Hengst, Ralf Wolter, Patrick Altmeyer, Arda Kaygan

Comments 9 pages,2 figures,3 tables,6 appendices,to be published in ACL's NAACL Findings 2024

2403.18025 2024-03-29 cs.CL cs.AI cs.IR cs.LG

Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER

Micheal Abaho, Danushka Bollegala, Gary Leeming, Dan Joyce, Iain E Buchan

Comments Paper alrerady accepted for publishing by the NAACL 2024 conference (main conference paper)

2403.14403 2024-03-29 cs.CL cs.AI

Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

Soyeong Jeong, Jinheon Baek, Sukmin Cho, Sung Ju Hwang, Jong C. Park

Comments NAACL 2024

2402.11815 2024-03-29 cs.CL cs.AI cs.LG

HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text?

Shubhashis Roy Dipta, Sadat Shahriar

Comments Camera Ready Version - Accepted in SemEval 2024 (Colocated with NAACL 2024)

2312.04021 2024-03-29 cs.CL cs.AI cs.LG

A Study on the Calibration of In-context Learning

Hanlin Zhang, Yi-Fan Zhang, Yaodong Yu, Dhruv Madeka, Dean Foster, Eric Xing, Himabindu Lakkaraju, Sham Kakade

Comments NAACL 2024

2311.09519 2024-03-29 cs.CL

Leveraging Code to Improve In-context Learning for Semantic Parsing

Ben Bogin, Shivanshu Gupta, Peter Clark, Ashish Sabharwal

Comments Accepted to NAACL 2024

2311.09363 2024-03-29 cs.CL

Investigating the Emergent Audio Classification Ability of ASR Foundation Models

Rao Ma, Adian Liusie, Mark J. F. Gales, Kate M. Knill

Comments NAACL 2024 (main conference)

2310.19056 2024-03-29 cs.IR cs.AI cs.CL

MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion

Pengyue Jia, Yiding Liu, Xiangyu Zhao, Xiaopeng Li, Changying Hao, Shuaiqiang Wang, Dawei Yin

Comments Accepted to NAACL 2024

2306.17563 2024-03-29 cs.IR cs.CL cs.LG

Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting

Zhen Qin, Rolf Jagerman, Kai Hui, Honglei Zhuang, Junru Wu, Le Yan, Jiaming Shen, Tianqi Liu, Jialu Liu, Donald Metzler, Xuanhui Wang, Michael Bendersky

Comments Accepted to NAACL 2024. Corrected results of RankT5 on TREC-DL19

2212.08686 2024-03-29 cs.CL

Evaluating Step-by-Step Reasoning through Symbolic Verification

Yi-Fan Zhang, Hanlin Zhang, Li Erran Li, Eric Xing

Comments NAACL-Findings, 2024

2212.08635 2024-03-29 cs.CL cs.AI

Self-Prompting Large Language Models for Zero-Shot Open-Domain QA

Junlong Li, Jinyuan Wang, Zhuosheng Zhang, Hai Zhao

Comments NAACL 2024

2403.18671 2024-03-28 cs.CL cs.LG

Fact Checking Beyond Training Set

Payam Karisani, Heng Ji

Comments NAACL 2024

2403.18423 2024-03-28 cs.CL cs.LG

SemRoDe: Macro Adversarial Training to Learn Representations That are Robust to Word-Level Attacks

Brian Formento, Wenjie Feng, Chuan Sheng Foo, Luu Anh Tuan, See-Kiong Ng

Comments Published in NAACL 2024 (Main Track)

2403.16516 2024-03-28 cs.CL cs.CV

Visually Guided Generative Text-Layout Pre-training for Document Intelligence

Zhiming Mao, Haoli Bai, Lu Hou, Jiansheng Wei, Xin Jiang, Qun Liu, Kam-Fai Wong

Comments Accepted to NAACL 2024 main conference. The first version of this paper was submitted to OpenReview (https://openreview.net/forum?id=ARtBIBAmNR) in June 2023

2402.09283 2024-03-28 cs.CL cs.AI cs.CY cs.LG

Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey

Zhichen Dong, Zhanhui Zhou, Chao Yang, Jing Shao, Yu Qiao

Comments Accepted to NAACL 2024

2311.07838 2024-03-28 cs.CL cs.AI cs.IR

LLatrieval: LLM-Verified Retrieval for Verifiable Generation

Xiaonan Li, Changtai Zhu, Linyang Li, Zhangyue Yin, Tianxiang Sun, Xipeng Qiu

Comments Accepted by NAACL 2024 (Main Conference)

2403.18341 2024-03-28 cs.CL

IterAlign: Iterative Constitutional Alignment of Large Language Models

Xiusi Chen, Hongzhi Wen, Sreyashi Nag, Chen Luo, Qingyu Yin, Ruirui Li, Zheng Li, Wei Wang

Comments NAACL 2024

2403.18260 2024-03-28 cs.CV cs.CL

Toward Interactive Regional Understanding in Vision-Large Language Models

Jungbeom Lee, Sanghyuk Chun, Sangdoo Yun

Comments NAACL 2024 Main Conference

2403.17636 2024-03-28 cs.CL

Mix-Initiative Response Generation with Dynamic Prefix Tuning

Yuxiang Nie, Heyan Huang, Xian-Ling Mao, Lizi Liao

Comments Accepted to the main conference of NAACL 2024

2306.04357 2024-03-28 cs.CL cs.AI

Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems

Zhenpeng Su, Xing Wu, Wei Zhou, Guangyuan Ma, Songlin Hu

Comments This paper has been accepted by NAACL 2024