EMNLP - arXivDaily 期刊&会议

2409.18622 2024-09-30 cs.SD eess.AS

Audio-Based Linguistic Feature Extraction for Enhancing Multi-lingual and Low-Resource Text-to-Speech

Youngjae Kim, Yejin Jeon, Gary Geunbae Lee

Comments EMNLP 2024 Findings

2409.18335 2024-09-30 cs.AI cs.CL

A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies

Ryan Shea, Zhou Yu

Comments EMNLP Findings 2024

2409.17391 2024-09-30 cs.CL

Scaling Behavior for Large Language Models regarding Numeral Systems: An Example using Pythia

Zhejian Zhou, Jiayu Wang, Dahua Lin, Kai Chen

Comments EMNLP 2024 Findings

2409.03291 2024-09-30 cs.CL cs.AI cs.CR cs.LG

LLM Detectors Still Fall Short of Real World: Case of LLM-Generated Short News-Like Posts

Henrique Da Silva Gameiro, Andrei Kucharavy, Ljiljana Dolamic

Comments 20 pages, 7 tables, 13 figures, under consideration for EMNLP

2407.08044 2024-09-30 cs.CL cs.AI cs.LG

RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization

Xijie Huang, Zechun Liu, Shih-Yang Liu, Kwang-Ting Cheng

Comments EMNLP 2024 Findings, Codes: https://github.com/HuangOwen/RoLoRA, Models: https://huggingface.co/collections/ScarletAce/rolora-66f5f228a90681c7c4512b28

2406.14277 2024-09-30 cs.CL cs.AI

QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs

Minsang Kim, Cheoneum Park, Seungjun Baek

Comments The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), Findings

2406.13997 2024-09-30 cs.CL cs.CE

"Global is Good, Local is Bad?": Understanding Brand Bias in LLMs

Mahammed Kamruzzaman, Hieu Minh Nguyen, Gene Louis Kim

Comments Accepted at EMNLP-2024 (main)

2405.05417 2024-09-30 cs.CL

Fishing for Magikarp: Automatically Detecting Under-trained Tokens in Large Language Models

Sander Land, Max Bartolo

Comments 16 pages, 6 figures. Accepted at EMNLP 2024, main track. For associated code, see https://github.com/cohere-ai/magikarp/

2404.16807 2024-09-30 cs.CL

Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning

Tianhui Zhang, Bei Peng, Danushka Bollegala

Comments EMNLP 2024 Findings, Camera-ready version

2403.09972 2024-09-30 cs.CL

Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection

Moxin Li, Wenjie Wang, Fuli Feng, Fengbin Zhu, Qifan Wang, Tat-Seng Chua

Comments EMNLP findings 2024

2402.15861 2024-09-30 cs.CL

MATHWELL: Generating Educational Math Word Problems Using Teacher Annotations

Bryan R Christ, Jonathan Kropko, Thomas Hartvigsen

Comments 24 pages, 10 figures Accepted to EMNLP 2024 (Findings)

2402.12842 2024-09-30 cs.CL cs.AI cs.LG

PromptKD: Distilling Student-Friendly Knowledge for Generative Language Models via Prompt Tuning

Gyeongman Kim, Doohyuk Jang, Eunho Yang

Comments EMNLP 2024 Findings. Our project page: https://promptkd.github.io

2402.07309 2024-09-30 cs.LG cs.CL stat.ML

HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs

Adrián Bazaga, Pietro Liò, Gos Micklem

Comments EMNLP 2024

2311.01477 2024-09-30 cs.CV

FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models

Liqiang Jing, Ruosen Li, Yunmo Chen, Xinya Du

Comments Accepted by Findings of EMNLP 2024

2210.06996 2024-09-30 cs.CL cs.LG

DICTDIS: Dictionary Constrained Disambiguation for Improved NMT

Ayush Maheshwari, Preethi Jyothi, Ganesh Ramakrishnan

Comments In Findings of EMNLP, 2024

2409.18046 2024-09-27 cs.CV cs.AI cs.CL cs.LG

IFCap: Image-like Retrieval and Frequency-based Entity Filtering for Zero-shot Captioning

Soeun Lee, Si-Woo Kim, Taewhan Kim, Dong-Jin Kim

Comments Accepted to EMNLP 2024

2409.18044 2024-09-27 cs.CL

Unveiling the Role of Pretraining in Direct Speech Translation

Belen Alastruey, Gerard I. Gállego, Marta R. Costa-jussà

Comments EMNLP 2024

2409.17819 2024-09-27 cs.CL cs.AI

Inference-Time Language Model Alignment via Integrated Value Guidance

Zhixuan Liu, Zhanhui Zhou, Yuanfu Wang, Chao Yang, Yu Qiao

Comments EMNLP 2024 Findings

2409.17791 2024-09-27 cs.CL cs.AI

Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness

Jian Li, Haojing Huang, Yujia Zhang, Pengfei Xu, Xi Chen, Rui Song, Lida Shi, Jingwen Wang, Hao Xu

Comments Accepted at EMNLP 2024 Findings

2407.18789 2024-09-27 cs.CL

Granularity is crucial when applying differential privacy to text: An investigation for neural machine translation

Doan Nam Long Vu, Timour Igamberdiev, Ivan Habernal

Comments Accepted at EMNLP Findings 2024

2406.13167 2024-09-27 cs.CL

QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism

Bo Wang, Heyan Huang, Yixin Cao, Jiahao Ying, Wei Tang, Chong Feng

Comments EMNLP 2024 Findings

2406.12822 2024-09-27 cs.CL cs.AI

Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models?

Pinzhen Chen, Simon Yu, Zhicheng Guo, Barry Haddow

Comments EMNLP 2024

2406.12442 2024-09-27 cs.CL cs.AI

Abstraction-of-Thought Makes Language Models Better Reasoners

Ruixin Hong, Hongming Zhang, Xiaoman Pan, Dong Yu, Changshui Zhang

Comments EMNLP 2024 Findings

2406.05013 2024-09-27 cs.IR cs.CL

CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search

Fengran Mo, Abbas Ghaddar, Kelong Mao, Mehdi Rezagholizadeh, Boxing Chen, Qun Liu, Jian-Yun Nie

Comments Accepted by EMNLP 2024

2405.16908 2024-09-27 cs.CL

Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words?

Gal Yona, Roee Aharoni, Mor Geva

Comments To appear in EMNLP 2024 (main conference)

2404.12753 2024-09-27 cs.CL cs.AI

AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation

Wenhao Huang, Zhouhong Gu, Chenghao Peng, Zhixu Li, Jiaqing Liang, Yanghua Xiao, Liqian Wen, Zulong Chen

Comments 19 pages, 4 figures, 18 tables. Accepted to EMNLP 2024

2404.09486 2024-09-27 cs.CL cs.CV cs.SE

MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems

Kaixin Li, Yuchen Tian, Qisheng Hu, Ziyang Luo, Zhiyong Huang, Jing Ma

Comments EMNLP 2024

2402.10712 2024-09-27 cs.CL cs.AI

An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Language Model Inference

Atsuki Yamaguchi, Aline Villavicencio, Nikolaos Aletras

Comments Accepted at EMNLP 2024 Findings

2409.17472 2024-09-27 cs.CL cs.AI

Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards

Heejin Do, Sangwon Ryu, Gary Geunbae Lee

Comments EMNLP 2024

2409.17387 2024-09-27 cs.SD eess.AS

Enhancing Polyglot Voices by Leveraging Cross-Lingual Fine-Tuning in Any-to-One Voice Conversion

Giuseppe Ruggiero, Matteo Testa, Jurgen Van de Walle, Luigi Di Caro

Comments Full paper accepted at EMNLP 2024