Computation and Language

Authors and titles for cs.CL in Jul 2023

[1]  arXiv:2307.00008 [pdf, other]

Title: Investigating Masking-based Data Generation in Language Models

Authors: Ed S. Ma

Comments: Work in progress

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

[2]  arXiv:2307.00009 [pdf, other]

Title: Comparison of Machine Learning Methods for Assigning Software Issues to Team Members

Authors: Büşra Tabak, Fatma Başak Aydemir

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

[3]  arXiv:2307.00021 [pdf, other]

Title: SAHAAYAK 2023 -- the Multi Domain Bilingual Parallel Corpus of Sanskrit to Hindi for Machine Translation

Authors: Vishvajitsinh Bakrola, Jitendra Nasariwala

Comments: 3 Pages, 1 Figure, and 1 Table

Subjects: Computation and Language (cs.CL)

[4]  arXiv:2307.00101 [pdf, other]

Title: Queer People are People First: Deconstructing Sexual Identity Stereotypes in Large Language Models

Authors: Harnoor Dhingra, Preetiha Jayashanker, Sayali Moghe, Emma Strubell

Comments: Accepted to Queer in AI Workshop at ACL 2023

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

[5]  arXiv:2307.00108 [pdf, other]

Title: Ticket-BERT: Labeling Incident Management Tickets with Language Models

Authors: Zhexiong Liu, Cris Benge, Siduo Jiang

Comments: In the Microsoft Journal of Applied Research (MSJAR), Volume 18, January 2023

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

[6]  arXiv:2307.00119 [pdf, other]

Title: Meta-training with Demonstration Retrieval for Efficient Few-shot Learning

Authors: Aaron Mueller, Kanika Narang, Lambert Mathias, Qifan Wang, Hamed Firooz

Comments: Accepted to Findings of ACL 2023

Subjects: Computation and Language (cs.CL)

[7]  arXiv:2307.00130 [pdf, other]

Title: Information Extraction in Domain and Generic Documents: Findings from Heuristic-based and Data-driven Approaches

Authors: Shiyu Yuan, Carlo Lipizzi

Subjects: Computation and Language (cs.CL)

[8]  arXiv:2307.00132 [pdf, other]

Title: iMETRE: Incorporating Markers of Entity Types for Relation Extraction

Authors: N Harsha Vardhan, Manav Chaudhary

Subjects: Computation and Language (cs.CL)

[9]  arXiv:2307.00135 [pdf, other]

Title: SMILE: Evaluation and Domain Adaptation for Social Media Language Understanding

Authors: Vasilisa Bashlovkina, Riley Matthews, Zhaobin Kuang, Simon Baumgartner, Michael Bendersky

Subjects: Computation and Language (cs.CL)

[10]  arXiv:2307.00162 [pdf, other]

Title: What Do Self-Supervised Speech Models Know About Words?

Authors: Ankita Pasad, Chung-Ming Chien, Shane Settle, Karen Livescu

Comments: Pre-MIT Press publication version

Subjects: Computation and Language (cs.CL); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[11]  arXiv:2307.00175 [pdf, other]

Title: Still No Lie Detector for Language Models: Probing Empirical and Conceptual Roadblocks

Authors: B.A. Levinstein, Daniel A. Herrmann

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

[12]  arXiv:2307.00184 [pdf, other]

Title: Personality Traits in Large Language Models

Authors: Greg Serapio-García, Mustafa Safdari, Clément Crepy, Luning Sun, Stephen Fitz, Peter Romero, Marwa Abdulhai, Aleksandra Faust, Maja Matarić

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

[13]  arXiv:2307.00186 [pdf, other]

Title: How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain

Authors: Mingchen Li, Rui Zhang

Comments: Published as a journal paper at Journal of the American Medical Informatics Association (JAMIA). arXiv admin note: text overlap with arXiv:2305.18624

Subjects: Computation and Language (cs.CL)

[14]  arXiv:2307.00259 [pdf, other]

Title: InstructEval: Systematic Evaluation of Instruction Selection Methods

Authors: Anirudh Ajith, Chris Pan, Mengzhou Xia, Ameet Deshpande, Karthik Narasimhan

Comments: 8 content pages + 3 pages of supplementary material, 3 figures, 10 tables

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

[15]  arXiv:2307.00266 [pdf, other]

Title: Hierarchical Pretraining for Biomedical Term Embeddings

Authors: Bryan Cai, Sihang Zeng, Yucong Lin, Zheng Yuan, Doudou Zhou, Lu Tian

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

[16]  arXiv:2307.00279 [pdf, other]

Title: Let Me Teach You: Pedagogical Foundations of Feedback for Language Models

Authors: Beatriz Borges, Niket Tandon, Tanja Käser, Antoine Bosselut

Comments: 11 pages, 6 figures

Subjects: Computation and Language (cs.CL)

[17]  arXiv:2307.00335 [pdf, other]

Title: Single Sequence Prediction over Reasoning Graphs for Multi-hop QA

Authors: Gowtham Ramesh, Makesh Sreedhar, Junjie Hu

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

[18]  arXiv:2307.00342 [pdf, other]

Title: Improving Multitask Retrieval by Promoting Task Specialization

Authors: Wenzheng Zhang, Chenyan Xiong, Karl Stratos, Arnold Overwijk

Comments: TACL 2023

Subjects: Computation and Language (cs.CL); Information Retrieval (cs.IR)

[19]  arXiv:2307.00360 [pdf, other]

Title: BatGPT: A Bidirectional Autoregessive Talker from Generative Pre-trained Transformer

Authors: Zuchao Li, Shitou Zhang, Hai Zhao, Yifei Yang, Dongjie Yang

Subjects: Computation and Language (cs.CL)

[20]  arXiv:2307.00374 [pdf, other]

Title: Revisiting Sample Size Determination in Natural Language Understanding

Authors: Ernie Chang, Muhammad Hassan Rashid, Pin-Jie Lin, Changsheng Zhao, Vera Demberg, Yangyang Shi, Vikas Chandra

Comments: Accepted to ACL 2023

Subjects: Computation and Language (cs.CL)

[21]  arXiv:2307.00382 [pdf, other]

Title: Low-Resource Cross-Lingual Adaptive Training for Nigerian Pidgin

Authors: Pin-Jie Lin, Muhammed Saeed, Ernie Chang, Merel Scholman

Comments: To appear in INTERSPEECH 2023

Subjects: Computation and Language (cs.CL)

[22]  arXiv:2307.00449 [pdf, other]

Title: A Dual-Stream Recurrence-Attention Network With Global-Local Awareness for Emotion Recognition in Textual Dialog

Authors: Jiang Li, Xiaoping Wang, Zhigang Zeng

Comments: Accepted by Engineering Applications of Artificial Intelligence (EAAI)

Subjects: Computation and Language (cs.CL)

[23]  arXiv:2307.00453 [pdf, other]

Title: Don't Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters

Authors: Anshu Bhatia, Sanchit Sinha, Saket Dingliwal, Karthik Gopalakrishnan, Sravan Bodapati, Katrin Kirchhoff

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

[24]  arXiv:2307.00456 [pdf, other]

Title: Make Text Unlearnable: Exploiting Effective Patterns to Protect Personal Data

Authors: Xinzhe Li, Ming Liu, Shang Gao

Journal-ref: ACL2023 Third Workshop on Trustworthy Natural Language Processing

Subjects: Computation and Language (cs.CL)

[25]  arXiv:2307.00461 [pdf, other]

Title: Conformer LLMs -- Convolution Augmented Large Language Models

Authors: Prateek Verma

Comments: 6 pages, 1 figure

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