ACL - arXivDaily 期刊&会议

2407.06851 2024-07-10 cs.CL

Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders

Jinseok Kim, Jaewon Jung, Sangyeop Kim, Sohyung Park, Sungzoon Cho

Comments ACL 2024 KnowledgeableLMs workshop paper

2407.06538 2024-07-10 cs.CL

Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study

Aniruddha Roy, Pretam Ray, Ayush Maheshwari, Sudeshna Sarkar, Pawan Goyal

Comments Published at Seventh LoResMT Workshop at ACL 2024

2407.06432 2024-07-10 cs.CL

An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language Models

Jayanta Sadhu, Maneesha Rani Saha, Rifat Shahriyar

Comments Accepted at the 5th Workshop on Gender Bias in Natural Language Processing at the ACL 2024 Conference

2406.11418 2024-07-10 cs.CL

BAMBINO-LM: (Bilingual-)Human-Inspired Continual Pretraining of BabyLM

Zhewen Shen, Aditya Joshi, Ruey-Cheng Chen

Comments 5 pages + references; Selected at CMCL Workshop@ACL 2024

2405.10516 2024-07-10 cs.CL cs.AI

Language Models can Evaluate Themselves via Probability Discrepancy

Tingyu Xia, Bowen Yu, Yuan Wu, Yi Chang, Chang Zhou

Comments ACL 2024 Findings

2405.09854 2024-07-10 cs.CL

Striking a Balance between Classical and Deep Learning Approaches in Natural Language Processing Pedagogy

Aditya Joshi, Jake Renzella, Pushpak Bhattacharyya, Saurav Jha, Xiangyu Zhang

Comments Selected for publication at Teaching NLP workshop at ACL 2024; 9 pages + references

2402.13887 2024-07-10 cs.CL

Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models

Chenyang Lyu, Minghao Wu, Alham Fikri Aji

Comments Accepted to KnowledgeableLMs @ ACL 2024

2407.06177 2024-07-09 cs.CV cs.AI cs.CL cs.CY

Vision-Language Models under Cultural and Inclusive Considerations

Antonia Karamolegkou, Phillip Rust, Yong Cao, Ruixiang Cui, Anders Søgaard, Daniel Hershcovich

Comments HuCLLM @ ACL 2024

2407.05887 2024-07-09 cs.CL cs.AI cs.LG

Generation and De-Identification of Indian Clinical Discharge Summaries using LLMs

Sanjeet Singh, Shreya Gupta, Niralee Gupta, Naimish Sharma, Lokesh Srivastava, Vibhu Agarwal, Ashutosh Modi

Comments Accepted at BioNLP Workshop at ACL 2024; 21 pages (9 pages main content)

2407.05690 2024-07-09 cs.CL cs.AI

Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations

Bowen Shen, Zheng Lin, Daren Zha, Wei Liu, Jian Luan, Bin Wang, Weiping Wang

Comments Findings of ACL 2024

2407.05656 2024-07-09 cs.LG cs.CL

Multi-label Learning with Random Circular Vectors

Ken Nishida, Kojiro Machi, Kazuma Onishi, Katsuhiko Hayashi, Hidetaka Kamigaito

Comments 11 pages, 6 figures, 3 tables; accepted to workshop RepL4NLP held in conjunction with ACL 2024

2407.05599 2024-07-09 cs.CL cs.CY

Generative Debunking of Climate Misinformation

Francisco Zanartu, Yulia Otmakhova, John Cook, Lea Frermann

Comments Accepter to ClimateNLP 2024 workshop at ACL 2024

2407.05563 2024-07-09 cs.CL

LLMBox: A Comprehensive Library for Large Language Models

Tianyi Tang, Yiwen Hu, Bingqian Li, Wenyang Luo, Zijing Qin, Haoxiang Sun, Jiapeng Wang, Shiyi Xu, Xiaoxue Cheng, Geyang Guo, Han Peng, Bowen Zheng, Yiru Tang, Yingqian Min, Yushuo Chen, Jie Chen, Yuanqian Zhao, Luran Ding, Yuhao Wang, Zican Dong, Chunxuan Xia, Junyi Li, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen

Comments Accepted by ACL 2024 Demo

2407.05474 2024-07-09 cs.AI cs.CL

Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses

Dongxu Zhang, Varun Gangal, Barrett Martin Lattimer, Yi Yang

Comments ACL 2024 findings

2407.05404 2024-07-09 cs.CL cs.AI cs.CV cs.LG

iSign: A Benchmark for Indian Sign Language Processing

Abhinav Joshi, Romit Mohanty, Mounika Kanakanti, Andesha Mangla, Sudeep Choudhary, Monali Barbate, Ashutosh Modi

Comments Accepted at ACL 2024 Findings. 18 Pages (9 Pages + References + Appendix)

2401.06692 2024-07-09 cs.CL cs.AI cs.LG

An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models

Gantavya Bhatt, Yifang Chen, Arnav M. Das, Jifan Zhang, Sang T. Truong, Stephen Mussmann, Yinglun Zhu, Jeffrey Bilmes, Simon S. Du, Kevin Jamieson, Jordan T. Ash, Robert D. Nowak

Comments Accepted to Findings of the Association for Computational Linguistics: ACL 2024

2104.08540 2024-07-09 cs.CL

DWUG: A large Resource of Diachronic Word Usage Graphs in Four Languages

Dominik Schlechtweg, Nina Tahmasebi, Simon Hengchen, Haim Dubossarsky, Barbara McGillivray

Comments Dominik Schlechtweg, Nina Tahmasebi, Simon Hengchen, Haim Dubossarsky, and Barbara McGillivray. 2021. DWUG: A large Resource of Diachronic Word Usage Graphs in Four Languages. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, pages 7079--7091, Online and Punta Cana, Dominican Republic. Association for Computational Linguistics

2407.05374 2024-07-09 cs.CL cs.CV

Multimodal Prompt Learning with Missing Modalities for Sentiment Analysis and Emotion Recognition

Zirun Guo, Tao Jin, Zhou Zhao

Comments Accepted to ACL 2024 Main

2407.05355 2024-07-09 cs.CV cs.CL

VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool

Yan Wang, Yawen Zeng, Jingsheng Zheng, Xiaofen Xing, Jin Xu, Xiangmin Xu

Comments ACL 2024 Workshop

2407.05271 2024-07-09 cs.CL

Beyond Binary Gender Labels: Revealing Gender Biases in LLMs through Gender-Neutral Name Predictions

Zhiwen You, HaeJin Lee, Shubhanshu Mishra, Sullam Jeoung, Apratim Mishra, Jinseok Kim, Jana Diesner

Comments Accepted at ACL 2024, GeBNLP Workshop

2407.05015 2024-07-09 cs.CL cs.AI

How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions

Bojana Bašaragin, Adela Ljajić, Darija Medvecki, Lorenzo Cassano, Miloš Košprdić, Nikola Milošević

Comments Accepted at BioNLP Workshop 2024, colocated with ACL 2024

2407.04787 2024-07-09 cs.CL cs.AI cs.LG

Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning

Eric Pasewark, Kyle Montgomery, Kefei Duan, Dawn Song, Chenguang Wang

Comments Accepted to ACL 2024

2406.06606 2024-07-09 cs.CL cs.AI

Prototypical Reward Network for Data-Efficient RLHF

Jinghan Zhang, Xiting Wang, Yiqiao Jin, Changyu Chen, Xinhao Zhang, Kunpeng Liu

Comments Accepted by ACL 2024

2405.12915 2024-07-09 cs.CL

G-DIG: Towards Gradient-based Diverse and High-quality Instruction Data Selection for Machine Translation

Xingyuan Pan, Luyang Huang, Liyan Kang, Zhicheng Liu, Yu Lu, Shanbo Cheng

Comments Accepted to ACL 2024 main conference

2402.13231 2024-07-09 cs.CL cs.CY

Investigating Cultural Alignment of Large Language Models

Badr AlKhamissi, Muhammad ElNokrashy, Mai AlKhamissi, Mona Diab

Comments ACL 2024 (Main)

2407.04485 2024-07-08 cs.CL cs.LG

Leveraging Graph Structures to Detect Hallucinations in Large Language Models

Noa Nonkes, Sergei Agaronian, Evangelos Kanoulas, Roxana Petcu

Journal ref Proceedings of the TextGraphs-17 Workshop, ACL 2024

2407.04434 2024-07-08 cs.CL

From 'Showgirls' to 'Performers': Fine-tuning with Gender-inclusive Language for Bias Reduction in LLMs

Marion Bartl, Susan Leavy

Comments 10 pages, 5 tables; to appear in Proceedings of the 5th Workshop on Gender Bias in Natural Language Processing at ACL 2024

2407.04251 2024-07-08 cs.CL cs.LG

Unified Interpretation of Smoothing Methods for Negative Sampling Loss Functions in Knowledge Graph Embedding

Xincan Feng, Hidetaka Kamigaito, Katsuhiko Hayashi, Taro Watanabe

Comments 9 pages, 4 figures, 2 tables; accepted to workshop RepL4NLP held in conjunction with ACL 2024

2407.04079 2024-07-08 cs.CL

AXOLOTL'24 Shared Task on Multilingual Explainable Semantic Change Modeling

Mariia Fedorova, Timothee Mickus, Niko Partanen, Janine Siewert, Elena Spaziani, Andrey Kutuzov

Comments Proceedings of the 5th Workshop on Computational Approaches to Historical Language Change (ACL'24)

2407.04067 2024-07-08 cs.CL

Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM

Peiran Yao, Kostyantyn Guzhva, Denilson Barbosa

Comments Accepted at TextGraphs-17 @ ACL 2024