ACL - arXivDaily 期刊&会议

2406.02356 2024-06-05 cs.LG cs.AI cs.CL

Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks

Andrew Gambardella, Yusuke Iwasawa, Yutaka Matsuo

Comments In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

2406.02331 2024-06-05 cs.CL

Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering

ChaeHun Park, Koanho Lee, Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo

Comments ACL 2024 Findings Accepted

2406.02251 2024-06-05 cs.CL cs.AI

Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning

Lukas Christ, Shahin Amiriparian, Manuel Milling, Ilhan Aslan, Björn W. Schuller

Comments Accepted to ACL 2024 Findings. arXiv admin note: text overlap with arXiv:2212.11382

2406.02237 2024-06-05 cs.CL

Self-Modifying State Modeling for Simultaneous Machine Translation

Donglei Yu, Xiaomian Kang, Yuchen Liu, Yu Zhou, Chengqing Zong

Comments Accept to ACL 2024 main conference. 15 pages, 13 figures, 9 tables

2406.02148 2024-06-05 cs.CL cs.AI

Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models

Qingkai Min, Qipeng Guo, Xiangkun Hu, Songfang Huang, Zheng Zhang, Yue Zhang

Comments Accepted to ACL-24 Main

2406.02143 2024-06-05 cs.CL

Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models

Ruichao Yang, Wei Gao, Jing Ma, Hongzhan Lin, Bo Wang

Comments ACL 2024 (Findings)

2406.02100 2024-06-05 cs.CL

Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data

Haolong Li, Yu Ma, Yinqi Zhang, Chen Ye, Jie Chen

Comments Accept by Findings of ACL 2024

2406.00755 2024-06-05 cs.CL cs.AI cs.LG

Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction

Xiaoyuan Li, Wenjie Wang, Moxin Li, Junrong Guo, Yang Zhang, Fuli Feng

Comments ACL Findings 2024

2406.00050 2024-06-05 cs.CL cs.AI

An Empirical Analysis on Large Language Models in Debate Evaluation

Xinyi Liu, Pinxin Liu, Hangfeng He

Comments Accepted to ACL 2024 main

2405.20477 2024-06-05 cs.CL

Automated Focused Feedback Generation for Scientific Writing Assistance

Eric Chamoun, Michael Schlichktrull, Andreas Vlachos

Comments Accepted to ACL 2024 (Findings)

2405.14141 2024-06-05 cs.CL

ViHateT5: Enhancing Hate Speech Detection in Vietnamese With A Unified Text-to-Text Transformer Model

Luan Thanh Nguyen

Comments Accepted at ACL'2024 (Findings)

2405.13516 2024-06-05 cs.CL cs.LG

LIRE: listwise reward enhancement for preference alignment

Mingye Zhu, Yi Liu, Lei Zhang, Junbo Guo, Zhendong Mao

Comments Accepted by ACL 2024 Findings

2403.06935 2024-06-05 cs.CL

Naming, Describing, and Quantifying Visual Objects in Humans and LLMs

Alberto Testoni, Juell Sprott, Sandro Pezzelle

Comments Accepted to ACL 2024 (main conference)

2403.01069 2024-06-05 cs.CL

LLMCRIT: Teaching Large Language Models to Use Criteria

Weizhe Yuan, Pengfei Liu, Matthias Gallé

Comments ACL 2024 findings

2403.00862 2024-06-05 cs.CL cs.AI

NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism

Miao Li, Ming-Bin Chen, Bo Tang, Shengbin Hou, Pengyu Wang, Haiying Deng, Zhiyu Li, Feiyu Xiong, Keming Mao, Peng Cheng, Yi Luo

Comments Long paper, ACL 2024 Main

2402.18005 2024-06-05 cs.CL cs.AI

A Sentiment Consolidation Framework for Meta-Review Generation

Miao Li, Jey Han Lau, Eduard Hovy

Comments Long paper, ACL 2024 Main

2402.15813 2024-06-05 cs.CL cs.GT

Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method

Tian Xia, Zhiwei He, Tong Ren, Yibo Miao, Zhuosheng Zhang, Yang Yang, Rui Wang

Comments Accepted by ACL 2024 Findings. The dataset AmazonHistoryPrice and our code are available at https://github.com/TianXiaSJTU/AmazonPriceHistory

2402.14007 2024-06-05 cs.CL cs.AI

Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models

Zhiwei He, Binglin Zhou, Hongkun Hao, Aiwei Liu, Xing Wang, Zhaopeng Tu, Zhuosheng Zhang, Rui Wang

Comments ACL 2024 (main conference)

2402.13109 2024-06-05 cs.CL cs.AI

CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models

Yizhi LI, Ge Zhang, Xingwei Qu, Jiali Li, Zhaoqun Li, Zekun Wang, Hao Li, Ruibin Yuan, Yinghao Ma, Kai Zhang, Wangchunshu Zhou, Yiming Liang, Lei Zhang, Lei Ma, Jiajun Zhang, Zuowen Li, Stephen W. Huang, Chenghua Lin, Jie Fu

Comments Camera-ready version for ACL 2024. Project page at https://yizhilll.github.io/CIF-Bench/

2402.12423 2024-06-05 cs.SD cs.CL cs.LG eess.AS

On the Semantic Latent Space of Diffusion-Based Text-to-Speech Models

Miri Varshavsky-Hassid, Roy Hirsch, Regev Cohen, Tomer Golany, Daniel Freedman, Ehud Rivlin

Comments Accepted to ACL 2024

2402.10693 2024-06-05 cs.CL cs.LG

Exploring Precision and Recall to assess the quality and diversity of LLMs

Florian Le Bronnec, Alexandre Verine, Benjamin Negrevergne, Yann Chevaleyre, Alexandre Allauzen

Comments 21 pages, 15 figures, ACL 2024 Main

2401.16475 2024-06-05 cs.CL

InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification

Jan Trienes, Sebastian Joseph, Jörg Schlötterer, Christin Seifert, Kyle Lo, Wei Xu, Byron C. Wallace, Junyi Jessy Li

Comments Accepted at ACL 2024 (main conference)

2401.15042 2024-06-05 cs.CL cs.AI

PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models

Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Yunlong Feng, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song

Comments Accepted to ACL 2024 main conference

2401.07851 2024-06-05 cs.CL

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding

Heming Xia, Zhe Yang, Qingxiu Dong, Peiyi Wang, Yongqi Li, Tao Ge, Tianyu Liu, Wenjie Li, Zhifang Sui

Comments ACL 2024 Findings (Long Paper), camera-ready version

2311.08516 2024-06-05 cs.AI cs.CL cs.LG

LLMs cannot find reasoning errors, but can correct them given the error location

Gladys Tyen, Hassan Mansoor, Victor Cărbune, Peter Chen, Tony Mak

Comments ACL 2024 Findings

2310.00901 2024-06-05 cs.CL

PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning

Tianci Xue, Ziqi Wang, Yixia Li, Yun Chen, Guanhua Chen

Comments Accepted to ACL Findings 2024

2303.15422 2024-06-05 cs.CL

KPEval: Towards Fine-Grained Semantic-Based Keyphrase Evaluation

Di Wu, Da Yin, Kai-Wei Chang

Comments ACL 2024 (Findings)

2406.01988 2024-06-05 cs.CL cs.AI

Personalized Topic Selection Model for Topic-Grounded Dialogue

Shixuan Fan, Wei Wei, Xiaofei Wen, Xianling Mao, Jixiong Chen, Dangyang Chen

Comments Accepted to ACL 2024 Findings

2406.01919 2024-06-05 cs.CL

OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection

Chenyang Huang, Abbas Ghaddar, Ivan Kobyzev, Mehdi Rezagholizadeh, Osmar R. Zaiane, Boxing Chen

Comments Accepted by ACL 2024 Findings

2406.01771 2024-06-05 cs.CL

LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback

Wen Lai, Mohsen Mesgar, Alexander Fraser

Comments Accepted to Findings of ACL 2024. The code, datasets, and models are publicly available at https://github.com/boschresearch/ACL24-MLLM