Computation and Language

Authors and titles for cs.CL in Mar 2024

[1]  arXiv:2403.00067 [pdf, other]

Title: Query-OPT: Optimizing Inference of Large Language Models via Multi-Query Instructions in Meeting Summarization

Authors: Md Tahmid Rahman Laskar, Elena Khasanova, Xue-Yong Fu, Cheng Chen, Shashi Bhushan TN

Subjects: Computation and Language (cs.CL)

[2]  arXiv:2403.00071 [pdf, other]

Title: Resonance RoPE: Improving Context Length Generalization of Large Language Models

Authors: Suyuchen Wang, Ivan Kobyzev, Peng Lu, Mehdi Rezagholizadeh, Bang Liu

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

[3]  arXiv:2403.00092 [pdf, other]

Title: PROC2PDDL: Open-Domain Planning Representations from Texts

Authors: Tianyi Zhang, Li Zhang, Zhaoyi Hou, Ziyu Wang, Yuling Gu, Peter Clark, Chris Callison-Burch, Niket Tandon

Subjects: Computation and Language (cs.CL)

[4]  arXiv:2403.00126 [pdf, other]

Title: FAC$^2$E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition

Authors: Xiaoqiang Wang, Bang Liu, Lingfei Wu

Comments: Work in Progress

Subjects: Computation and Language (cs.CL)

[5]  arXiv:2403.00127 [pdf, ps, other]

Title: Prompting ChatGPT for Translation: A Comparative Analysis of Translation Brief and Persona Prompts

Authors: Sui He

Subjects: Computation and Language (cs.CL); Computers and Society (cs.CY); Human-Computer Interaction (cs.HC)

[6]  arXiv:2403.00141 [pdf, other]

Title: EROS: Entity-Driven Controlled Policy Document Summarization

Authors: Joykirat Singh, Sehban Fazili, Rohan Jain, Md Shad Akhtar

Comments: Accepted in LREC-COLING 2024

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

[7]  arXiv:2403.00143 [pdf, other]

Title: Ensemble-Based Unsupervised Discontinuous Constituency Parsing by Tree Averaging

Authors: Behzad Shayegh, Yuqiao Wen, Lili Mou

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

[8]  arXiv:2403.00144 [pdf, other]

Title: EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation

Authors: Yuqiao Wen, Behzad Shayegh, Chenyang Huang, Yanshuai Cao, Lili Mou

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

[9]  arXiv:2403.00165 [pdf, other]

Title: TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision

Authors: Yunyi Zhang, Ruozhen Yang, Xueqiang Xu, Jinfeng Xiao, Jiaming Shen, Jiawei Han

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

[10]  arXiv:2403.00180 [pdf, other]

Title: "Flex Tape Can't Fix That": Bias and Misinformation in Edited Language Models

Authors: Karina Halevy, Anna Sotnikova, Badr AlKhamissi, Syrielle Montariol, Antoine Bosselut

Comments: 8 pages, 3 figures

Subjects: Computation and Language (cs.CL)

[11]  arXiv:2403.00198 [pdf, other]

Title: AXOLOTL: Fairness through Assisted Self-Debiasing of Large Language Model Outputs

Authors: Sana Ebrahimi, Kaiwen Chen, Abolfazl Asudeh, Gautam Das, Nick Koudas

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

[12]  arXiv:2403.00199 [pdf, other]

Title: Improving Socratic Question Generation using Data Augmentation and Preference Optimization

Authors: Nischal Ashok Kumar, Andrew Lan

Comments: Published at the 19th BEA Workshop co-located with NAACL-2024

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

[13]  arXiv:2403.00212 [pdf, other]

Title: Transcription and translation of videos using fine-tuned XLSR Wav2Vec2 on custom dataset and mBART

Authors: Aniket Tathe, Anand Kamble, Suyash Kumbharkar, Atharva Bhandare, Anirban C. Mitra

Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[14]  arXiv:2403.00226 [pdf, other]

Title: A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection

Authors: Taichi Aida, Danushka Bollegala

Subjects: Computation and Language (cs.CL)

[15]  arXiv:2403.00236 [pdf, other]

Title: Benchmarking zero-shot stance detection with FlanT5-XXL: Insights from training data, prompting, and decoding strategies into its near-SoTA performance

Authors: Rachith Aiyappa, Shruthi Senthilmani, Jisun An, Haewoon Kwak, Yong-Yeol Ahn

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

[16]  arXiv:2403.00241 [pdf, other]

Title: CASIMIR: A Corpus of Scientific Articles enhanced with Multiple Author-Integrated Revisions

Authors: Leane Jourdan, Florian Boudin, Nicolas Hernandez, Richard Dufour

Comments: Accepted at LREC-Coling 2024

Subjects: Computation and Language (cs.CL)

[17]  arXiv:2403.00252 [pdf, other]

Title: EUROPA: A Legal Multilingual Keyphrase Generation Dataset

Authors: Olivier Salaün, Frédéric Piedboeuf, Guillaume Le Berre, David Alfonso Hermelo, Philippe Langlais

Comments: 8 pages

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

[18]  arXiv:2403.00260 [pdf, other]

Title: Extracting Polymer Nanocomposite Samples from Full-Length Documents

Authors: Ghazal Khalighinejad, Defne Circi, L.C. Brinson, Bhuwan Dhingra

Subjects: Computation and Language (cs.CL)

[19]  arXiv:2403.00277 [pdf, other]

Title: Gender Bias in Large Language Models across Multiple Languages

Authors: Jinman Zhao, Yitian Ding, Chen Jia, Yining Wang, Zifan Qian

Comments: 20 pages, 27 tables, 7 figures, submitted to ACL2024

Subjects: Computation and Language (cs.CL)

[20]  arXiv:2403.00292 [pdf, other]

Title: DPP-Based Adversarial Prompt Searching for Lanugage Models

Authors: Xu Zhang, Xiaojun Wan

Subjects: Computation and Language (cs.CL)

[21]  arXiv:2403.00338 [pdf, other]

Title: Semi-Instruct: Bridging Natural-Instruct and Self-Instruct for Code Large Language Models

Authors: Xianzhen Luo, Qingfu Zhu, Zhiming Zhang, Xu Wang, Qing Yang, Dongliang Xu, Wanxiang Che

Subjects: Computation and Language (cs.CL)

[22]  arXiv:2403.00354 [pdf, other]

Title: Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy

Authors: Jieyong Kim, Ryang Heo, Yongsik Seo, SeongKu Kang, Jinyoung Yeo, Dongha Lee

Subjects: Computation and Language (cs.CL)

[23]  arXiv:2403.00370 [pdf, other]

Title: Post-decoder Biasing for End-to-End Speech Recognition of Multi-turn Medical Interview

Authors: Heyang Liu, Yu Wang, Yanfeng Wang

Subjects: Computation and Language (cs.CL); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[24]  arXiv:2403.00411 [pdf, other]

Title: Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish

Authors: Recep Firat Cekinel, Pinar Karagoz, Cagri Coltekin

Comments: LREC-COLING 2024

Subjects: Computation and Language (cs.CL)

[25]  arXiv:2403.00417 [pdf, ps, other]

Title: Rethinking Tokenization: Crafting Better Tokenizers for Large Language Models

Authors: Jinbiao Yang

Subjects: Computation and Language (cs.CL)

[26]  arXiv:2403.00418 [pdf, other]

Title: LLMs for Targeted Sentiment in News Headlines: Exploring Different Levels of Prompt Prescriptiveness

Authors: Jana Juroš, Laura Majer, Jan Šnajder

Subjects: Computation and Language (cs.CL)

[27]  arXiv:2403.00435 [pdf, other]

Title: Hierarchical Indexing for Retrieval-Augmented Opinion Summarization

Authors: Tom Hosking, Hao Tang, Mirella Lapata

Comments: Preprint

Subjects: Computation and Language (cs.CL)

[28]  arXiv:2403.00438 [pdf, other]

Title: Your Model Is Not Predicting Depression Well And That Is Why: A Case Study of PRIMATE Dataset

Authors: Kirill Milintsevich (1 and 2), Kairit Sirts (2), Gaël Dias (1) ((1) University of Caen Normandy, (2) University of Tartu)

Subjects: Computation and Language (cs.CL)

[29]  arXiv:2403.00462 [pdf, other]

Title: LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues

Authors: Joe Stacey, Jianpeng Cheng, John Torr, Tristan Guigue, Joris Driesen, Alexandru Coca, Mark Gaynor, Anders Johannsen

Comments: Accepted at NAACL SRW 2024

Subjects: Computation and Language (cs.CL)

[30]  arXiv:2403.00499 [pdf, other]

Title: Do Zombies Understand? A Choose-Your-Own-Adventure Exploration of Machine Cognition

Authors: Ariel Goldstein, Gabriel Stanovsky

Subjects: Computation and Language (cs.CL)

[31]  arXiv:2403.00506 [pdf, ps, other]

Title: PoTeC: A German Naturalistic Eye-tracking-while-reading Corpus

Authors: Deborah N. Jakobi, Thomas Kern, David R. Reich, Patrick Haller, Lena A. Jäger

Subjects: Computation and Language (cs.CL)

[32]  arXiv:2403.00509 [pdf, other]

Title: Surveying the Dead Minds: Historical-Psychological Text Analysis with Contextualized Construct Representation (CCR) for Classical Chinese

Authors: Yuqi Chen, Sixuan Li, Ying Li, Mohammad Atari

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

[33]  arXiv:2403.00510 [pdf, other]

Title: ROME: Memorization Insights from Text, Probability and Hidden State in Large Language Models

Authors: Bo Li, Qinghua Zhao, Lijie Wen

Comments: Submitted to ACL, 2024

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

[34]  arXiv:2403.00528 [pdf, ps, other]

Title: Large Language Models for Simultaneous Named Entity Extraction and Spelling Correction

Authors: Edward Whittaker, Ikuo Kitagishi

Comments: 9 pages, 1 figure

Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)

[35]  arXiv:2403.00553 [pdf, other]

Title: Standardizing the Measurement of Text Diversity: A Tool and a Comparative Analysis of Scores

Authors: Chantal Shaib, Joe Barrow, Jiuding Sun, Alexa F. Siu, Byron C. Wallace, Ani Nenkova

Comments: Preprint

Subjects: Computation and Language (cs.CL)

[36]  arXiv:2403.00662 [pdf, other]

Title: Modeling the Quality of Dialogical Explanations

Authors: Milad Alshomary, Felix Lange, Meisam Booshehri, Meghdut Sengupta, Philipp Cimiano, Henning Wachsmuth

Comments: 9 pages, 3 figures, LREC-COLING 24

Subjects: Computation and Language (cs.CL)

[37]  arXiv:2403.00686 [pdf, other]

Title: A Bit of a Problem: Measurement Disparities in Dataset Sizes Across Languages

Authors: Catherine Arnett, Tyler A. Chang, Benjamin K. Bergen

Subjects: Computation and Language (cs.CL)

[38]  arXiv:2403.00696 [pdf, other]

Title: Self-Consistent Decoding for More Factual Open Responses

Authors: Christopher Malon, Xiaodan Zhu

Subjects: Computation and Language (cs.CL)

[39]  arXiv:2403.00724 [pdf, other]

Title: Few-Shot Relation Extraction with Hybrid Visual Evidence

Authors: Jiaying Gong, Hoda Eldardiry

Comments: 16 pages, 5 figures

Journal-ref: LREC-COLING 2024

Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)

[40]  arXiv:2403.00742 [pdf, other]

Title: Dialect prejudice predicts AI decisions about people's character, employability, and criminality

Authors: Valentin Hofmann, Pratyusha Ria Kalluri, Dan Jurafsky, Sharese King

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

[41]  arXiv:2403.00758 [pdf, other]

Title: Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training

Authors: Qingyan Guo, Rui Wang, Junliang Guo, Xu Tan, Jiang Bian, Yujiu Yang

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

[42]  arXiv:2403.00788 [pdf, ps, other]

Title: PRECISE Framework: GPT-based Text For Improved Readability, Reliability, and Understandability of Radiology Reports For Patient-Centered Care

Authors: Satvik Tripathi, Liam Mutter, Meghana Muppuri, Suhani Dheer, Emiliano Garza-Frias, Komal Awan, Aakash Jha, Michael Dezube, Azadeh Tabari, Christopher P. Bridge, Dania Daye

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)

[43]  arXiv:2403.00791 [pdf, other]

Title: $\textit{L+M-24}$: Building a Dataset for Language + Molecules @ ACL 2024

Authors: Carl Edwards, Qingyun Wang, Lawrence Zhao, Heng Ji

Comments: The dataset, finetuned baselines, and evaluation code are released publicly at this https URL through this https URL

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Biomolecules (q-bio.BM); Quantitative Methods (q-bio.QM)

[44]  arXiv:2403.00794 [pdf, other]

Title: Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models

Authors: Zachary Horvitz, Jingru Chen, Rahul Aditya, Harshvardhan Srivastava, Robert West, Zhou Yu, Kathleen McKeown

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

[45]  arXiv:2403.00795 [pdf, other]

Title: Executing Natural Language-Described Algorithms with Large Language Models: An Investigation

Authors: Xin Zheng, Qiming Zhu, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

Comments: Accepted at LREC-COLING 2024

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

[46]  arXiv:2403.00799 [pdf, other]

Title: An Empirical Study of Data Ability Boundary in LLMs' Math Reasoning

Authors: Zui Chen, Yezeng Chen, Jiaqi Han, Zhijie Huang, Ji Qi, Yi Zhou

Comments: 33 pages, 5 figures

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

[47]  arXiv:2403.00800 [pdf, other]

Title: Brain-Inspired Two-Stage Approach: Enhancing Mathematical Reasoning by Imitating Human Thought Processes

Authors: Yezeng Chen, Zui Chen, Yi Zhou

Comments: 12 pages, 5 figures

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

[48]  arXiv:2403.00804 [pdf, other]

Title: Uncovering Customer Issues through Topological Natural Language Analysis

Authors: Shu-Ting Pi, Sidarth Srinivasan, Yuying Zhu, Michael Yang, Qun Liu

Comments: Accepted in KDD 2023 Workshop on Decision Intelligence and Analytics for Online Marketplaces

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

[49]  arXiv:2403.00808 [pdf, other]

Title: IPED: An Implicit Perspective for Relational Triple Extraction based on Diffusion Model

Authors: Jianli Zhao, Changhao Xu, Bin Jiang

Comments: 12 pages, 4 figures, committed to NAACL 2024

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

[50]  arXiv:2403.00809 [pdf, other]

Title: Abdelhak at SemEval-2024 Task 9 : Decoding Brainteasers, The Efficacy of Dedicated Models Versus ChatGPT

Authors: Abdelhak Kelious, Mounir Okirim

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