ACL - arXivDaily 期刊&会议

2405.16702 2024-05-28 cs.CL

Accurate and Nuanced Open-QA Evaluation Through Textual Entailment

Peiran Yao, Denilson Barbosa

Comments To appear at ACL 2024 (Findings)

2405.16662 2024-05-28 cs.LO cs.CL math.LO

Conjunctive categorial grammars and Lambek grammars with additives

Stepan L. Kuznetsov, Alexander Okhotin

Comments This article is an extended version of the conference presentation "Conjunctive categorial grammars" at the Mathematics of Language 2017 meeting (London, UK, July 13-14, 2017; proceedings published in ACL Anthology, W17-3414)

2405.16584 2024-05-28 cs.CL

MentalManip: A Dataset For Fine-grained Analysis of Mental Manipulation in Conversations

Yuxin Wang, Ivory Yang, Saeed Hassanpour, Soroush Vosoughi

Comments Accepted at ACL 2024

2405.16473 2024-05-28 cs.CV cs.AI cs.CL

M$^3$CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought

Qiguang Chen, Libo Qin, Jin Zhang, Zhi Chen, Xiao Xu, Wanxiang Che

Comments Accepted at ACL2024 Main Conference

2405.16420 2024-05-28 cs.CL cs.IR

M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions

Zheng Wang, Shu Xian Teo, Jieer Ouyang, Yongjun Xu, Wei Shi

Comments This paper has been accepted by ACL 2024

2403.01244 2024-05-28 cs.CL cs.AI

Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal

Jianheng Huang, Leyang Cui, Ante Wang, Chengyi Yang, Xinting Liao, Linfeng Song, Junfeng Yao, Jinsong Su

Comments ACL 2024 main, long paper

2403.01241 2024-05-28 cs.CL cs.AI

IntactKV: Improving Large Language Model Quantization by Keeping Pivot Tokens Intact

Ruikang Liu, Haoli Bai, Haokun Lin, Yuening Li, Han Gao, Zhengzhuo Xu, Lu Hou, Jun Yao, Chun Yuan

Comments Accepted by ACL 2024 findings

2402.14710 2024-05-28 cs.CL cs.AI cs.DB cs.IR cs.LG

IEPile: Unearthing Large-Scale Schema-Based Information Extraction Corpus

Honghao Gui, Lin Yuan, Hongbin Ye, Ningyu Zhang, Mengshu Sun, Lei Liang, Huajun Chen

Comments ACL 2024 (short); 21 pages; Github: https://github.com/zjunlp/IEPile

2402.12847 2024-05-28 cs.CL cs.AI cs.LG

Instruction-tuned Language Models are Better Knowledge Learners

Zhengbao Jiang, Zhiqing Sun, Weijia Shi, Pedro Rodriguez, Chunting Zhou, Graham Neubig, Xi Victoria Lin, Wen-tau Yih, Srinivasan Iyer

Comments ACL 2024. The reproduced data for this paper is available at https://github.com/Edward-Sun/PIT

2401.05268 2024-05-28 cs.CL cs.AI cs.HC cs.LG cs.MA

AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning

Shuofei Qiao, Ningyu Zhang, Runnan Fang, Yujie Luo, Wangchunshu Zhou, Yuchen Eleanor Jiang, Chengfei Lv, Huajun Chen

Comments ACL 2024

2312.10897 2024-05-28 cs.CL cs.AI cs.LG

Generalized Category Discovery with Large Language Models in the Loop

Wenbin An, Wenkai Shi, Feng Tian, Haonan Lin, QianYing Wang, Yaqiang Wu, Mingxiang Cai, Luyan Wang, Yan Chen, Haiping Zhu, Ping Chen

Comments Accepted by ACL 2024 Findings, code and data are available at https://github.com/Lackel/LOOP

2311.02851 2024-05-28 cs.CL

Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding

Jiali Zeng, Fandong Meng, Yongjing Yin, Jie Zhou

Comments ACL2024 findings

2310.18659 2024-05-28 cs.AI cs.CL

DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy

Hongda Sun, Weikai Xu, Wei Liu, Jian Luan, Bin Wang, Shuo Shang, Ji-Rong Wen, Rui Yan

Comments Accepted at ACL 2024 Main, Code repo: https://github.com/XiaoMi/DetermLR

2310.04994 2024-05-28 cs.CL cs.AI cs.LG

Distantly-Supervised Joint Extraction with Noise-Robust Learning

Yufei Li, Xiao Yu, Yanghong Guo, Yanchi Liu, Haifeng Chen, Cong Liu

Comments ACL 2024 Findings

2305.16958 2024-05-28 cs.CL cs.AI cs.LG

MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies

Shiyue Zhang, Shijie Wu, Ozan Irsoy, Steven Lu, Mohit Bansal, Mark Dredze, David Rosenberg

Comments ACL 2023 (22 pages)

2305.12839 2024-05-28 cs.CL

CopyNE: Better Contextual ASR by Copying Named Entities

Shilin Zhou, Zhenghua Li, Yu Hong, Min Zhang, Zhefeng Wang, Baoxing Huai

Comments ACL 2024

2405.15760 2024-05-27 cs.CL cs.CY

GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction

Virginia K. Felkner, Jennifer A. Thompson, Jonathan May

Comments Accepted to ACL 2024 (main conference)

2405.15708 2024-05-27 cs.CL

EmpathicStories++: A Multimodal Dataset for Empathy towards Personal Experiences

Jocelyn Shen, Yubin Kim, Mohit Hulse, Wazeer Zulfikar, Sharifa Alghowinem, Cynthia Breazeal, Hae Won Park

Comments Accepted to ACL 2024 Findings

2403.18926 2024-05-27 cs.LG cs.CL

XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection

Yuanhang Yang, Shiyi Qi, Wenchao Gu, Chaozheng Wang, Cuiyun Gao, Zenglin Xu

Comments ACL2024 Findings

2402.11265 2024-05-27 cs.CV

Beyond Literal Descriptions: Understanding and Locating Open-World Objects Aligned with Human Intentions

Wenxuan Wang, Yisi Zhang, Xingjian He, Yichen Yan, Zijia Zhao, Xinlong Wang, Jing Liu

Comments This work has been accepted by ACL 2024 (Findings)

2311.08154 2024-05-27 cs.CL cs.AI

Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios

Lei Lin, Jiayi Fu, Pengli Liu, Qingyang Li, Yan Gong, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Di Zhang, Kun Gai

Comments Accepted by Findings of ACL 2024

2204.00806 2024-05-27 cs.CL cs.AI cs.LG

HLDC: Hindi Legal Documents Corpus

Arnav Kapoor, Mudit Dhawan, Anmol Goel, T. H. Arjun, Akshala Bhatnagar, Vibhu Agrawal, Amul Agrawal, Arnab Bhattacharya, Ponnurangam Kumaraguru, Ashutosh Modi

Comments 16 Pages, Accepted at ACL 2022 Findings

2405.15307 2024-05-27 cs.CL

Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation

Ge Qu, Jinyang Li, Bowen Li, Bowen Qin, Nan Huo, Chenhao Ma, Reynold Cheng

Comments Accepted to ACL Findings 2024

2405.15110 2024-05-27 cs.CL

CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems

Abbas Ghaddar, David Alfonso-Hermelo, Philippe Langlais, Mehdi Rezagholizadeh, Boxing Chen, Prasanna Parthasarathi

Comments To appear in Findings ACL 2024

2405.15039 2024-05-27 cs.CL cs.LG

CEEBERT: Cross-Domain Inference in Early Exit BERT

Divya Jyoti Bajpai, Manjesh Kumar Hanawal

Comments Accepted at ACL 2024

2402.11218 2024-05-27 cs.CL

Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs

Xun Liang, Hanyu Wang, Shichao Song, Mengting Hu, Xunzhi Wang, Zhiyu Li, Feiyu Xiong, Bo Tang

Comments 18 Pages, Accepted by ACL 2024 Findings

2310.10436 2024-05-27 cs.AI

EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities

Nian Li, Chen Gao, Mingyu Li, Yong Li, Qingmin Liao

Comments ACL 2024 (main conference)

2405.14535 2024-05-24 cs.CL cs.AI

Exploring Alignment in Shared Cross-lingual Spaces

Basel Mousi, Nadir Durrani, Fahim Dalvi, Majd Hawasly, Ahmed Abdelali

Comments ACL 2024

2405.14385 2024-05-24 cs.CL cs.AI

Emotion Identification for French in Written Texts: Considering their Modes of Expression as a Step Towards Text Complexity Analysis

Aline Étienne, Delphine Battistelli, Gwénolé Lecorvé

Comments 17 pages, 12 figures, submitted to ACL 2024 WASSA workshop

2405.14231 2024-05-24 cs.CL

From Role-Play to Drama-Interaction: An LLM Solution

Weiqi Wu, Hongqiu Wu, Lai Jiang, Xingyuan Liu, Jiale Hong, Hai Zhao, Min Zhang

Comments Accepted by ACL 2024 Findings