NAACL - arXivDaily 期刊&会议

2405.06671 2024-05-16 cs.CL cs.CE cs.LG

Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling

Subhendu Khatuya, Rajdeep Mukherjee, Akash Ghosh, Manjunath Hegde, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal

Comments This work has been accepted to appear at North American Chapter of the Association for Computational Linguistics (NAACL), 2024

2405.08839 2024-05-16 cs.DB cs.AI cs.CL cs.LG

PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs

Satya K Gundabathula, Sriram R Kolar

Comments Accepted as a poster for Clinical NLP workshop at NAACL 2024

2405.08729 2024-05-15 cs.CL cs.AI

Targeted Augmentation for Low-Resource Event Extraction

Sijia Wang, Lifu Huang

Comments 15 pages, NAACL 2024

2405.08373 2024-05-15 cs.CL cs.AI cs.LG

PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles

Satya Kesav Gundabathula, Sriram R Kolar

Comments Paper accepted for oral presentation at Clinical NLP workshop, NAACL 2024

2405.05144 2024-05-15 cs.CY cs.LG

Improving Automated Distractor Generation for Math Multiple-choice Questions with Overgenerate-and-rank

Alexander Scarlatos, Wanyong Feng, Digory Smith, Simon Woodhead, Andrew Lan

Comments BEA workshop NAACL 2024

2405.04515 2024-05-15 cs.CL

A Transformer with Stack Attention

Jiaoda Li, Jennifer C. White, Mrinmaya Sachan, Ryan Cotterell

Comments NAACL 2024 Findings

2404.13906 2024-05-15 cs.CL cs.AI

Generating Attractive and Authentic Copywriting from Customer Reviews

Yu-Xiang Lin, Wei-Yun Ma

Comments NAACL 2024 main conference paper

2403.01139 2024-05-15 cs.CL cs.AI

ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies

Oren Sultan, Yonatan Bitton, Ron Yosef, Dafna Shahaf

Comments NAACL 2024 (Main Conference)

2405.05376 2024-05-14 cs.CL

Kreyòl-MT: Building MT for Latin American, Caribbean and Colonial African Creole Languages

Nathaniel R. Robinson, Raj Dabre, Ammon Shurtz, Rasul Dent, Onenamiyi Onesi, Claire Bizon Monroc, Loïc Grobol, Hasan Muhammad, Ashi Garg, Naome A. Etori, Vijay Murari Tiyyala, Olanrewaju Samuel, Matthew Dean Stutzman, Bismarck Bamfo Odoom, Sanjeev Khudanpur, Stephen D. Richardson, Kenton Murray

Comments NAACL 2024

2404.05365 2024-05-14 cs.CL

NLP Progress in Indigenous Latin American Languages

Atnafu Lambebo Tonja, Fazlourrahman Balouchzahi, Sabur Butt, Olga Kolesnikova, Hector Ceballos, Alexander Gelbukh, Thamar Solorio

Comments Accepted at NAACL 2024

2405.06604 2024-05-13 cs.CL cs.LG

Explaining Text Similarity in Transformer Models

Alexandros Vasileiou, Oliver Eberle

Comments Accepted to NAACL 2024

2405.06275 2024-05-13 cs.CL

Pruning as a Domain-specific LLM Extractor

Nan Zhang, Yanchi Liu, Xujiang Zhao, Wei Cheng, Runxue Bao, Rui Zhang, Prasenjit Mitra, Haifeng Chen

Comments NAACL 2024 Findings

2405.06150 2024-05-13 cs.CL cs.CY eess.AS

Lost in Transcription: Identifying and Quantifying the Accuracy Biases of Automatic Speech Recognition Systems Against Disfluent Speech

Dena Mujtaba, Nihar R. Mahapatra, Megan Arney, J. Scott Yaruss, Hope Gerlach-Houck, Caryn Herring, Jia Bin

Comments Accepted to NAACL 2024

2405.04829 2024-05-13 cs.CL

Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages

Sankalp Bahad, Pruthwik Mishra, Karunesh Arora, Rakesh Chandra Balabantaray, Dipti Misra Sharma, Parameswari Krishnamurthy

Comments 8 pages, accepted in NAACL-SRW, 2024

2404.17749 2024-05-10 cs.AI cs.CL

UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt -- A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis

Parth Vashisht, Abhilasha Lodha, Mukta Maddipatla, Zonghai Yao, Avijit Mitra, Zhichao Yang, Junda Wang, Sunjae Kwon, Hong Yu

Comments Accepted at NAACL-ClinicalNLP workshop 2024

2405.05060 2024-05-09 cs.CL

Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models

Aylin Gunal, Baihan Lin, Djallel Bouneffouf

Comments 5 pages excluding references, 3 figures; accepted at Clinical NLP Workshop @ NAACL 2024

2404.01921 2024-05-09 cs.CL

A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution

Bowen Ding, Qingkai Min, Shengkun Ma, Yingjie Li, Linyi Yang, Yue Zhang

Comments Accepted to NAACL-24 Main

2404.01626 2024-05-09 cs.CL cs.IR

Entity Disambiguation via Fusion Entity Decoding

Junxiong Wang, Ali Mousavi, Omar Attia, Ronak Pradeep, Saloni Potdar, Alexander M. Rush, Umar Farooq Minhas, Yunyao Li

Comments Accepted at NAACL'24 main

2403.12403 2024-05-09 cs.CL cs.AI cs.LG

Towards Interpretable Hate Speech Detection using Large Language Model-extracted Rationales

Ayushi Nirmal, Amrita Bhattacharjee, Paras Sheth, Huan Liu

Comments Camera-ready for NAACL WOAH 2024 (Workshop on Online Abuse and Harms). First two authors contributed equally

2405.04435 2024-05-08 cs.CL cs.DS

Fast Exact Retrieval for Nearest-neighbor Lookup (FERN)

Richard Zhu

Comments NAACL 2024 SRW

2404.18810 2024-05-08 cs.CL

Unknown Script: Impact of Script on Cross-Lingual Transfer

Wondimagegnhue Tsegaye Tufa, Ilia Markov, Piek Vossen

Comments Paper accepted to NAACL Student Research Workshop (SRW) 2024

2306.00738 2024-05-08 cs.CL cs.CV

ReFACT: Updating Text-to-Image Models by Editing the Text Encoder

Dana Arad, Hadas Orgad, Yonatan Belinkov

Comments Accepted to NAACL 2024 (Main Conference)

2403.20288 2024-05-07 cs.CL cs.AI

Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain

Burcu Sayin, Pasquale Minervini, Jacopo Staiano, Andrea Passerini

Comments Accepted for oral presentation at NAACL 2024, The 6th Clinical Natural Language Processing Workshop

2405.02917 2024-05-07 cs.CV cs.CL cs.LG

Overconfidence is Key: Verbalized Uncertainty Evaluation in Large Language and Vision-Language Models

Tobias Groot, Matias Valdenegro-Toro

Comments 8 pages, with appendix. To appear in TrustNLP workshop @ NAACL 2024

2405.02750 2024-05-07 cs.CL cs.AI

Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding

Zheng Zhao, Emilio Monti, Jens Lehmann, Haytham Assem

Comments Accepted to NAACL 2024

2405.02743 2024-05-07 cs.CL

Beyond Performance: Quantifying and Mitigating Label Bias in LLMs

Yuval Reif, Roy Schwartz

Comments NAACL 2024

2403.01106 2024-05-07 cs.CL cs.AI

Distilling Text Style Transfer With Self-Explanation From LLMs

Chiyu Zhang, Honglong Cai, Yuezhang, Li, Yuexin Wu, Le Hou, Muhammad Abdul-Mageed

Comments Accepted by NAACL Student Research Workshop 2024

2311.02807 2024-05-07 cs.LG cs.AI cs.CL

QualEval: Qualitative Evaluation for Model Improvement

Vishvak Murahari, Ameet Deshpande, Peter Clark, Tanmay Rajpurohit, Ashish Sabharwal, Karthik Narasimhan, Ashwin Kalyan

Comments NAACL 2024

2306.12420 2024-05-07 cs.CL cs.AI

LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models

Shizhe Diao, Rui Pan, Hanze Dong, Ka Shun Shum, Jipeng Zhang, Wei Xiong, Tong Zhang

Comments Published in NAACL 2024 Demo Track

2405.02010 2024-05-06 cs.CL

The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification

Minh Duc Bui, Katharina von der Wense

Comments Accepted to the 4th Workshop on Trustworthy Natural Language Processing (TrustNLP) at NAACL 2024