ACL - arXivDaily 期刊&会议

2406.08922 2024-06-14 cs.CL cs.AI cs.LG

Navigating the Shadows: Unveiling Effective Disturbances for Modern AI Content Detectors

Ying Zhou, Ben He, Le Sun

Comments Accepted by ACL 2024, Main Conference

2406.08881 2024-06-14 cs.CL

No perspective, no perception!! Perspective-aware Healthcare Answer Summarization

Gauri Naik, Sharad Chandakacherla, Shweta Yadav, Md. Shad Akhtar

Comments ACL 2024 Findings

2406.08860 2024-06-14 cs.CL

Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation

Ming Gu, Yan Yang

Comments Accepted by ACL 2024 Findings

2406.08796 2024-06-14 cs.CL

Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning

Janghoon Han, Changho Lee, Joongbo Shin, Stanley Jungkyu Choi, Honglak Lee, Kynghoon Bae

Comments Findings of ACL 2024 (Camera-ready), by Janghoon Han and Changho Lee, with equal contribution

2403.11886 2024-06-14 cs.CL cs.AI

QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction

Xiang Huang, Sitao Cheng, Shanshan Huang, Jiayu Shen, Yong Xu, Chaoyun Zhang, Yuzhong Qu

Comments Accepted by ACL 2024 main conference. 22 pages,7 figures, 13 tables

2403.01924 2024-06-14 cs.CL cs.AI

To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering

Giacomo Frisoni, Alessio Cocchieri, Alex Presepi, Gianluca Moro, Zaiqiao Meng

Comments ACL 2024 (camera-ready paper)

2402.19167 2024-06-14 cs.CL

Teaching Large Language Models an Unseen Language on the Fly

Chen Zhang, Xiao Liu, Jiuheng Lin, Yansong Feng

Comments ACL 2024 https://github.com/luciusssss/ZhuangBench

2402.17682 2024-06-14 cs.CL

NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents

Tamara Czinczoll, Christoph Hönes, Maximilian Schall, Gerard de Melo

Comments accepted at ACL 2024; camera-ready version; 9 pages

2402.15610 2024-06-14 cs.CL

Selective "Selective Prediction": Reducing Unnecessary Abstention in Vision-Language Reasoning

Tejas Srinivasan, Jack Hessel, Tanmay Gupta, Bill Yuchen Lin, Yejin Choi, Jesse Thomason, Khyathi Raghavi Chandu

Comments Accepted to ACL Findings 2024

2311.08894 2024-06-14 cs.CL cs.AI

Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning

Mayur Patidar, Riya Sawhney, Avinash Singh, Biswajit Chatterjee, Mausam, Indrajit Bhattacharya

Comments ACL-2024 camera-ready version

2311.08348 2024-06-14 cs.CL

MC$^2$: Towards Transparent and Culturally-Aware NLP for Minority Languages in China

Chen Zhang, Mingxu Tao, Quzhe Huang, Jiuheng Lin, Zhibin Chen, Yansong Feng

Comments ACL 2024 https://github.com/luciusssss/mc2_corpus

2305.13669 2024-06-14 cs.CL cs.AI

The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models

Shuo Zhang, Liangming Pan, Junzhou Zhao, William Yang Wang

Comments ACL 2024, Findings

2406.08434 2024-06-13 cs.CL cs.AI

TasTe: Teaching Large Language Models to Translate through Self-Reflection

Yutong Wang, Jiali Zeng, Xuebo Liu, Fandong Meng, Jie Zhou, Min Zhang

Comments This paper has been accepted to the ACL 2024 main conference

2406.08173 2024-06-13 cs.CL

Semi-Supervised Spoken Language Glossification

Huijie Yao, Wengang Zhou, Hao Zhou, Houqiang Li

Comments Accepted to ACL2024 main

2406.08100 2024-06-13 cs.CL cs.AI

Multimodal Table Understanding

Mingyu Zheng, Xinwei Feng, Qingyi Si, Qiaoqiao She, Zheng Lin, Wenbin Jiang, Weiping Wang

Comments 23 pages, 16 figures, ACL 2024 main conference, camera-ready version

2406.08080 2024-06-13 cs.CL cs.AI cs.CY

AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection

Pia Pachinger, Janis Goldzycher, Anna Maria Planitzer, Wojciech Kusa, Allan Hanbury, Julia Neidhardt

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

2406.08055 2024-06-13 cs.CL

Learning Job Title Representation from Job Description Aggregation Network

Napat Laosaengpha, Thanit Tativannarat, Chawan Piansaddhayanon, Attapol Rutherford, Ekapol Chuangsuwanich

Comments to be published in Findings of the Association for Computational Linguistics: ACL 2024

2406.07886 2024-06-13 cs.CL

Label-aware Hard Negative Sampling Strategies with Momentum Contrastive Learning for Implicit Hate Speech Detection

Jaehoon Kim, Seungwan Jin, Sohyun Park, Someen Park, Kyungsik Han

Comments Accepted to ACL 2024 Findings

2406.07850 2024-06-13 cs.CL cs.AI

Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation

Yiwei Li, Fei Mi, Yitong Li, Yasheng Wang, Bin Sun, Shaoxiong Feng, Kan Li

Comments ACL 2024 Findings

2406.06590 2024-06-13 cs.CL cs.AI

Are LLMs classical or nonmonotonic reasoners? Lessons from generics

Alina Leidinger, Robert van Rooij, Ekaterina Shutova

Comments Accepted at ACL 2024 (main)

2406.03239 2024-06-13 cs.CL

Document-level Claim Extraction and Decontextualisation for Fact-Checking

Zhenyun Deng, Michael Schlichtkrull, Andreas Vlachos

Comments Accepted to ACL 2024

2405.10548 2024-06-13 cs.CL

Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks

Anwoy Chatterjee, Eshaan Tanwar, Subhabrata Dutta, Tanmoy Chakraborty

Comments Accepted at ACL 2024 Main

2402.18150 2024-06-13 cs.CL cs.AI cs.IR

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation

Shicheng Xu, Liang Pang, Mo Yu, Fandong Meng, Huawei Shen, Xueqi Cheng, Jie Zhou

Comments ACL 2024 Main

2402.10073 2024-06-13 cs.CL

Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence

Weixiang Zhao, Zhuojun Li, Shilong Wang, Yang Wang, Yulin Hu, Yanyan Zhao, Chen Wei, Bing Qin

Comments To appear at Findings of ACL 2024

2311.09096 2024-06-13 cs.CL

Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization

Zhexin Zhang, Junxiao Yang, Pei Ke, Fei Mi, Hongning Wang, Minlie Huang

Comments ACL 2024 Main Conference

2309.14348 2024-06-13 cs.CL cs.AI cs.CR cs.LG

Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM

Bochuan Cao, Yuanpu Cao, Lu Lin, Jinghui Chen

Comments 19 Pages, 5 Figures, 8 Tables. Accepted by ACL 2024

2309.02726 2024-06-13 cs.CL cs.AI

Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

Zonglin Yang, Xinya Du, Junxian Li, Jie Zheng, Soujanya Poria, Erik Cambria

Comments Accepted by ACL 2024 (findings)

2306.08658 2024-06-13 cs.CL cs.CV

Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations

Gregor Geigle, Radu Timofte, Goran Glavaš

Comments Accepted to ACL 2024

2401.11911 2024-06-13 cs.CL cs.AI

Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts?

Hexiang Tan, Fei Sun, Wanli Yang, Yuanzhuo Wang, Qi Cao, Xueqi Cheng

Comments Accepted at ACL 2024 Main, Homepage (https://tan-hexiang.github.io/Blinded_by_Generated_Contexts/)

2310.02107 2024-06-13 cs.CL

Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance

Saurabh Srivastava, Chengyue Huang, Weiguo Fan, Ziyu Yao

Comments Accepted at ACL 2024 - Findings