ACL - arXivDaily 期刊&会议

2402.12976 2024-06-10 cs.CL cs.AI

The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis

Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba O. Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach

Comments ACL 2024 findings

2402.11968 2024-06-10 cs.CL

What Do Dialect Speakers Want? A Survey of Attitudes Towards Language Technology for German Dialects

Verena Blaschke, Christoph Purschke, Hinrich Schütze, Barbara Plank

Comments ACL 2024 main

2402.11753 2024-06-10 cs.CL cs.AI

ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs

Fengqing Jiang, Zhangchen Xu, Luyao Niu, Zhen Xiang, Bhaskar Ramasubramanian, Bo Li, Radha Poovendran

Comments To appear in ACL 2024

2402.11709 2024-06-10 cs.CL cs.AI

GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network

Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze

Comments ACL2024 Findings

2402.05044 2024-06-10 cs.CL cs.AI cs.CR cs.LG

SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models

Lijun Li, Bowen Dong, Ruohui Wang, Xuhao Hu, Wangmeng Zuo, Dahua Lin, Yu Qiao, Jing Shao

Comments Accepted at ACL 2024 Findings

2310.17976 2024-06-10 cs.CL

InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews

Xintao Wang, Yunze Xiao, Jen-tse Huang, Siyu Yuan, Rui Xu, Haoran Guo, Quan Tu, Yaying Fei, Ziang Leng, Wei Wang, Jiangjie Chen, Cheng Li, Yanghua Xiao

Comments ACL 2024

2310.05492 2024-06-10 cs.CL cs.AI cs.LG

How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition

Guanting Dong, Hongyi Yuan, Keming Lu, Chengpeng Li, Mingfeng Xue, Dayiheng Liu, Wei Wang, Zheng Yuan, Chang Zhou, Jingren Zhou

Comments Accepted to ACL 2024 Main Conference

2406.04670 2024-06-10 cs.CL cs.AI

MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge Sources

Dongkyu Lee, Chandana Satya Prakash, Jack FitzGerald, Jens Lehmann

Comments ACL2024-Findings

2406.04566 2024-06-10 cs.CL cs.AI cs.LG

SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models

Md Imbesat Hassan Rizvi, Xiaodan Zhu, Iryna Gurevych

Comments Accepted at ACL 2024 (Main)

2406.04541 2024-06-10 cs.CL eess.AS

Label-Synchronous Neural Transducer for E2E Simultaneous Speech Translation

Keqi Deng, Philip C. Woodland

Comments Accepted by ACL 2024 Main Conference

2406.04512 2024-06-10 cs.CL cs.SD eess.AS

To Distill or Not to Distill? On the Robustness of Robust Knowledge Distillation

Abdul Waheed, Karima Kadaoui, Muhammad Abdul-Mageed

Comments Accepted at ACL'24 main

2406.04461 2024-06-10 cs.CL

Multi-Label Classification for Implicit Discourse Relation Recognition

Wanqiu Long, N. Siddharth, Bonnie Webber

Comments ACL2024 Finding

2406.04460 2024-06-10 cs.CL

Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs

Shang Zhou, Feng Yao, Chengyu Dong, Zihan Wang, Jingbo Shang

Comments Accepted to ACL 2024 Findings

2406.03776 2024-06-10 cs.CL cs.AI cs.CV cs.IR

XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags

Faisal Tareque Shohan, Mir Tafseer Nayeem, Samsul Islam, Abu Ubaida Akash, Shafiq Joty

Comments ACL 2024 camera ready. The first two authors contributed equally

2406.02902 2024-06-10 cs.CL

S$^2$GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment Analysis

Bingfeng Chen, Qihan Ouyang, Yongqi Luo, Boyan Xu, Ruichu Cai, Zhifeng Hao

Comments ACL2024(main)

2405.20810 2024-06-10 cs.CV

Context-aware Difference Distilling for Multi-change Captioning

Yunbin Tu, Liang Li, Li Su, Zheng-Jun Zha, Chenggang Yan, Qingming Huang

Comments Accepted by ACL 2024 main conference (long paper)

2405.18203 2024-06-10 cs.CL

IAPT: Instruction-Aware Prompt Tuning for Large Language Models

Wei Zhu, Aaron Xuxiang Tian, Congrui Yin, Yuan Ni, Xiaoling Wang, Guotong Xie

Comments Accepted by ACL-2024

2405.11282 2024-06-10 cs.CL cs.AI

Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic Datasets

Amr Keleg, Walid Magdy, Sharon Goldwater

Comments Accepted to ACL 2024 - Main (camera-ready version)

2405.00301 2024-06-10 cs.CL

Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression

Farima Fatahi Bayat, Xin Liu, H. V. Jagadish, Lu Wang

Comments ACL 2024 Findings (Long paper)

2403.20046 2024-06-10 cs.CL

Can LLMs Learn from Previous Mistakes? Investigating LLMs' Errors to Boost for Reasoning

Yongqi Tong, Dawei Li, Sizhe Wang, Yujia Wang, Fei Teng, Jingbo Shang

Comments The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) - Main Conference

2403.09490 2024-06-10 cs.CL

Hyper-CL: Conditioning Sentence Representations with Hypernetworks

Young Hyun Yoo, Jii Cha, Changhyeon Kim, Taeuk Kim

Comments ACL 2024

2403.04696 2024-06-10 cs.CL cs.AI cs.LG

Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification

Ekaterina Fadeeva, Aleksandr Rubashevskii, Artem Shelmanov, Sergey Petrakov, Haonan Li, Hamdy Mubarak, Evgenii Tsymbalov, Gleb Kuzmin, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov

Comments Accepted to ACL-2024 (Findings). Ekaterina Fadeeva, Aleksandr Rubashevskii, and Artem Shelmanov contributed equally

2402.17574 2024-06-10 cs.AI cs.CL

Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization

Wenqi Zhang, Ke Tang, Hai Wu, Mengna Wang, Yongliang Shen, Guiyang Hou, Zeqi Tan, Peng Li, Yueting Zhuang, Weiming Lu

Comments Accepted to ACL-2024 Main, camera-ready version

2402.15018 2024-06-10 cs.CL cs.CY cs.LG

Unintended Impacts of LLM Alignment on Global Representation

Michael J. Ryan, William Held, Diyi Yang

Comments Accepted to ACL 2024 main conference

2402.11655 2024-06-10 cs.CL

Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals

Francesco Ortu, Zhijing Jin, Diego Doimo, Mrinmaya Sachan, Alberto Cazzaniga, Bernhard Schölkopf

Comments ACL 2024

2402.11159 2024-06-10 cs.CL cs.CV

Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability

Yejun Yoon, Seunghyun Yoon, Kunwoo Park

Comments ACL 2024 (findings), 16 pages

2402.10586 2024-06-10 cs.CL cs.AI

Threads of Subtlety: Detecting Machine-Generated Texts Through Discourse Motifs

Zae Myung Kim, Kwang Hee Lee, Preston Zhu, Vipul Raheja, Dongyeop Kang

Comments 26 pages, accepted at ACL 2024 (Main)

2402.10137 2024-06-10 cs.CL

TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles

Yinhong Liu, Yimai Fang, David Vandyke, Nigel Collier

Comments Accepted by ACL 2024

2402.05629 2024-06-10 cs.CL

Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations

Cheng-Han Chiang, Hung-yi Lee

Comments ACL 2024 Findings

2402.00159 2024-06-10 cs.CL

Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research

Luca Soldaini, Rodney Kinney, Akshita Bhagia, Dustin Schwenk, David Atkinson, Russell Authur, Ben Bogin, Khyathi Chandu, Jennifer Dumas, Yanai Elazar, Valentin Hofmann, Ananya Harsh Jha, Sachin Kumar, Li Lucy, Xinxi Lyu, Nathan Lambert, Ian Magnusson, Jacob Morrison, Niklas Muennighoff, Aakanksha Naik, Crystal Nam, Matthew E. Peters, Abhilasha Ravichander, Kyle Richardson, Zejiang Shen, Emma Strubell, Nishant Subramani, Oyvind Tafjord, Pete Walsh, Luke Zettlemoyer, Noah A. Smith, Hannaneh Hajishirzi, Iz Beltagy, Dirk Groeneveld, Jesse Dodge, Kyle Lo

Comments Accepted at ACL 2024; Dataset: https://hf.co/datasets/allenai/dolma; Code: https://github.com/allenai/dolma