Computation and Language

Authors and titles for cs.CL in Mar 2024, skipping first 75

[76]  arXiv:2403.01031 [pdf, other]

Title: Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks

Authors: Fakhraddin Alwajih, El Moatez Billah Nagoudi, Gagan Bhatia, Abdelrahman Mohamed, Muhammad Abdul-Mageed

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[77]  arXiv:2403.01061 [pdf, other]

Title: Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers

Authors: Melanie Subbiah, Sean Zhang, Lydia B. Chilton, Kathleen McKeown

Subjects: Computation and Language (cs.CL)

[78]  arXiv:2403.01063 [pdf, other]

Title: FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis

Authors: Songhua Yang, Xinke Jiang, Hanjie Zhao, Wenxuan Zeng, Hongde Liu, Yuxiang Jia

Subjects: Computation and Language (cs.CL)

[79]  arXiv:2403.01069 [pdf, other]

Title: LLMCRIT: Teaching Large Language Models to Use Criteria

Authors: Weizhe Yuan, Pengfei Liu, Matthias Gallé

Comments: 8 pages, 4 tables, 3 figures in the main text

Subjects: Computation and Language (cs.CL)

[80]  arXiv:2403.01081 [pdf, other]

Title: LAB: Large-Scale Alignment for ChatBots

Authors: Shivchander Sudalairaj, Abhishek Bhandwaldar, Aldo Pareja, Kai Xu, David D. Cox, Akash Srivastava

Comments: Corresponding Author: Akash Srivastava. Equal Contribution: Shivchander Sudalairaj, Abhishek Bhandwaldar, Aldo Pareja, Akash Srivastava, Code: this https URL

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG)

[81]  arXiv:2403.01106 [pdf, other]

Title: Distilling Text Style Transfer With Self-Explanation From LLMs

Authors: Chiyu Zhang, Honglong Cai, Yuezhang (Music)Li, Yuexin Wu, Le Hou, Muhammad Abdul-Mageed

Comments: Accepted by NAACL Student Research Workshop 2024

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[82]  arXiv:2403.01116 [pdf, other]

Title: MulCogBench: A Multi-modal Cognitive Benchmark Dataset for Evaluating Chinese and English Computational Language Models

Authors: Yunhao Zhang, Xiaohan Zhang, Chong Li, Shaonan Wang, Chengqing Zong

Subjects: Computation and Language (cs.CL)

[83]  arXiv:2403.01139 [pdf, other]

Title: ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies

Authors: Oren Sultan, Yonatan Bitton, Ron Yosef, Dafna Shahaf

Comments: NAACL 2024 (Main Conference)

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[84]  arXiv:2403.01152 [pdf, other]

Title: A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization

Authors: Tharindu Kumarage, Garima Agrawal, Paras Sheth, Raha Moraffah, Aman Chadha, Joshua Garland, Huan Liu

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[85]  arXiv:2403.01163 [pdf, other]

Title: BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses

Authors: Weihao Zeng, Keqing He, Yejie Wang, Dayuan Fu, Weiran Xu

Comments: Accepted at LREC-COLING 2024

Subjects: Computation and Language (cs.CL)

[86]  arXiv:2403.01165 [pdf, other]

Title: STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models

Authors: Linhai Zhang, Jialong Wu, Deyu Zhou, Guoqiang Xu

Comments: Our code and results will be available at this https URL

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[87]  arXiv:2403.01166 [pdf, other]

Title: DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference

Authors: Jialong Wu, Linhai Zhang, Deyu Zhou, Guoqiang Xu

Comments: Our code and results will be available at this https URL

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[88]  arXiv:2403.01185 [pdf, other]

Title: Balancing Exploration and Exploitation in LLM using Soft RLLF for Enhanced Negation Understanding

Authors: Ha-Thanh Nguyen, Ken Satoh

Comments: JURISIN 2024

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[89]  arXiv:2403.01187 [pdf, ps, other]

Title: A Compositional Typed Semantics for Universal Dependencies

Authors: Laurestine Bradford, Timothy John O'Donnell, Siva Reddy

Comments: 10 pages, 6 figures, 1 table. For related code, see this https URL

Subjects: Computation and Language (cs.CL)

[90]  arXiv:2403.01193 [pdf, other]

Title: RAGged Edges: The Double-Edged Sword of Retrieval-Augmented Chatbots

Authors: Philip Feldman. James R. Foulds, Shimei Pan

Comments: 7 Pages, 1 Figure, 1 Table

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[91]  arXiv:2403.01196 [pdf, other]

Title: Machine Translation in the Covid domain: an English-Irish case study for LoResMT 2021

Authors: Séamus Lankford, Haithem Afli, Andy Way

Journal-ref: Proceedings of the 4th Workshop on Technologies for MT of Low Resource Languages (LoResMT2021)

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[92]  arXiv:2403.01197 [pdf, other]

Title: DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling

Authors: Shanghaoran Quan

Comments: 23 pages, 8 figures

Subjects: Computation and Language (cs.CL)

[93]  arXiv:2403.01216 [pdf, other]

Title: API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access

Authors: Jiayuan Su, Jing Luo, Hongwei Wang, Lu Cheng

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[94]  arXiv:2403.01222 [pdf, other]

Title: Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions

Authors: Flor Miriam Plaza-del-Arco, Alba Curry, Amanda Cercas Curry, Dirk Hovy

Comments: Accepted to LREC-COLING 2024

Subjects: Computation and Language (cs.CL)

[95]  arXiv:2403.01241 [pdf, other]

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

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

Comments: Accepted by ACL 2024 findings

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[96]  arXiv:2403.01244 [pdf, other]

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

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

Comments: ACL 2024 main, long paper

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI)

[97]  arXiv:2403.01251 [pdf, other]

Title: Accelerating Greedy Coordinate Gradient via Probe Sampling

Authors: Yiran Zhao, Wenyue Zheng, Tianle Cai, Xuan Long Do, Kenji Kawaguchi, Anirudh Goyal, Michael Shieh

Subjects: Computation and Language (cs.CL)

[98]  arXiv:2403.01270 [pdf, ps, other]

Title: A comprehensive cross-language framework for harmful content detection with the aid of sentiment analysis

Authors: Mohammad Dehghani

Subjects: Computation and Language (cs.CL)

[99]  arXiv:2403.01289 [pdf, other]

Title: Greed is All You Need: An Evaluation of Tokenizer Inference Methods

Authors: Omri Uzan, Craig W. Schmidt, Chris Tanner, Yuval Pinter

Subjects: Computation and Language (cs.CL)

[100]  arXiv:2403.01304 [pdf, ps, other]

Title: Improving the Validity of Automatically Generated Feedback via Reinforcement Learning

Authors: Alexander Scarlatos, Digory Smith, Simon Woodhead, Andrew Lan

Subjects: Computation and Language (cs.CL)