语言大模型 / LLM

Navigating the Peril of Generated Alternative Facts: A ChatGPT-4 Fabricated Omega Variant Case as a Cautionary Tale in Medical Misinformation

Malik Sallam, Jan Egger, Rainer Roehrig, Behrus Puladi

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

MedKP: Medical Dialogue with Knowledge Enhancement and Clinical Pathway Encoding

Jiageng Wu, Xian Wu, Yefeng Zheng, Jie Yang

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

FMPAF: How Do Fed Chairs Affect the Financial Market? A Fine-grained Monetary Policy Analysis Framework on Their Language

Yayue Deng, Mohan Xu, Yao Tang

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments accepted by AAAI 2024 Workshop: AI in Finance for Social Impact

Benchmarking Data Science Agents

Yuge Zhang, Qiyang Jiang, Xingyu Han, Nan Chen, Yuqing Yang, Kan Ren

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Source code and data are available at https://github.com/MetaCopilot/dseval

RJUA-MedDQA: A Multimodal Benchmark for Medical Document Question Answering and Clinical Reasoning

Congyun Jin, Ming Zhang, Xiaowei Ma, Li Yujiao, Yingbo Wang, Yabo Jia, Yuliang Du, Tao Sun, Haowen Wang, Cong Fan, Jinjie Gu, Chenfei Chi, Xiangguo Lv, Fangzhou Li, Wei Xue, Yiran Huang

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 15 pages, 13 figures

Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages

Sameer Jain, Sedrick Scott Keh, Shova Chettri, Karun Dewan, Pablo Izquierdo, Johanna Prussman, Pooja Shreshtha, Cesar Suarez, Zheyuan Ryan Shi, Lei Li, Fei Fang

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments AAAI 2024: AI for Social Impact Track

CADReN: Contextual Anchor-Driven Relational Network for Controllable Cross-Graphs Node Importance Estimation

Zijie Zhong, Yunhui Zhang, Ziyi Chang, Zengchang Qin

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 8 pages, 6 figures

List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation

Shicheng Xu, Liang Pang, Jun Xu, Huawei Shen, Xueqi Cheng

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted by WWW 2024

Predicting Machine Translation Performance on Low-Resource Languages: The Role of Domain Similarity

Eric Khiu, Hasti Toossi, David Anugraha, Jinyu Liu, Jiaxu Li, Juan Armando Parra Flores, Leandro Acros Roman, A. Seza Doğruöz, En-Shiun Annie Lee

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments 13 pages, 5 figures, accepted to EACL 2024, findings

Enhancing Robustness in Biomedical NLI Models: A Probing Approach for Clinical Trials

Ata Mustafa

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Aalap: AI Assistant for Legal & Paralegal Functions in India

Aman Tiwari, Prathamesh Kalamkar, Atreyo Banerjee, Saurabh Karn, Varun Hemachandran, Smita Gupta

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

An Empirical Investigation of Domain Adaptation Ability for Chinese Spelling Check Models

Xi Wang, Ruoqing Zhao, Hongliang Dai, Piji Li

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments ICASSP2024

Evaluating GPT-3.5's Awareness and Summarization Abilities for European Constitutional Texts with Shared Topics

Candida M. Greco, A. Tagarelli

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs

Yi Zeng, Hongpeng Lin, Jingwen Zhang, Diyi Yang, Ruoxi Jia, Weiyan Shi

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 14 pages of the main text, qualitative examples of jailbreaks may be harmful in nature

GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs

Pengcheng Jiang, Cao Xiao, Adam Cross, Jimeng Sun

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments ICLR 2024

Generalist embedding models are better at short-context clinical semantic search than specialized embedding models

Jean-Baptiste Excoffier, Tom Roehr, Alexei Figueroa, Jens-Michalis Papaioannou, Keno Bressem, Matthieu Ortala

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 11 pages, 1 figure, 5 tables

An Analysis of Embedding Layers and Similarity Scores using Siamese Neural Networks

Yash Bingi, Yiqiao Yin

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments 10 pages, 11 figures

Differentiate ChatGPT-generated and Human-written Medical Texts

Wenxiong Liao, Zhengliang Liu, Haixing Dai, Shaochen Xu, Zihao Wu, Yiyang Zhang, Xiaoke Huang, Dajiang Zhu, Hongmin Cai, Tianming Liu, Xiang Li

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Virtual Scientific Companion for Synchrotron Beamlines: A Prototype

Daniel Potemkin, Carlos Soto, Ruipeng Li, Kevin Yager, Esther Tsai

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Towards Automatic Boundary Detection for Human-AI Collaborative Hybrid Essay in Education

Zijie Zeng, Lele Sha, Yuheng Li, Kaixun Yang, Dragan Gašević, Guanliang Chen

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted as an AAAI 2024 (Vancouver, Canada) full paper

Testing of Detection Tools for AI-Generated Text

Debora Weber-Wulff, Alla Anohina-Naumeca, Sonja Bjelobaba, Tomáš Foltýnek, Jean Guerrero-Dib, Olumide Popoola, Petr Šigut, Lorna Waddington

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 38 pages, 13 figures and 10 tables, and an appendix with 18 figures. Submitted to the International Journal for Educational Integrity

Journal ref Int J Educ Integr 19, 26 (2023)

Implicit Affordance Acquisition via Causal Action-Effect Modeling in the Video Domain

Hsiu-Yu Yang, Carina Silberer

专题命中 领域大模型 ：foundation model(abstract)；pretraining(abstract)；分类 cs.CL、cs.AI

Comments Accepted at IJCNLP-AACL 2023

RIGHT: Retrieval-augmented Generation for Mainstream Hashtag Recommendation

Run-Ze Fan, Yixing Fan, Jiangui Chen, Jiafeng Guo, Ruqing Zhang, Xueqi Cheng

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted by ECIR2024 full paper

A Comparative Analysis of Fine-Tuned LLMs and Few-Shot Learning of LLMs for Financial Sentiment Analysis

Sorouralsadat Fatemi, Yuheng Hu

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Building Domain-Specific LLMs Faithful To The Islamic Worldview: Mirage or Technical Possibility?

Shabaz Patel, Hassan Kane, Rayhan Patel

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted for Muslims in ML workshop at the 37th Conference on Neural Information Processing Systems (NeurIPS 2023)

GPT vs Human for Scientific Reviews: A Dual Source Review on Applications of ChatGPT in Science

Chenxi Wu, Alan John Varghese, Vivek Oommen, George Em Karniadakis

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Current Topological and Machine Learning Applications for Bias Detection in Text

Colleen Farrelly, Yashbir Singh, Quincy A. Hathaway, Gunnar Carlsson, Ashok Choudhary, Rahul Paul, Gianfranco Doretto, Yassine Himeur, Shadi Atalls, Wathiq Mansoor

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

GPT in Data Science: A Practical Exploration of Model Selection

Nathalia Nascimento, Cristina Tavares, Paulo Alencar, Donald Cowan

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 11 pages. To appear in IEEE BigData 2023

LongBoX: Evaluating Transformers on Long-Sequence Clinical Tasks

Mihir Parmar, Aakanksha Naik, Himanshu Gupta, Disha Agrawal, Chitta Baral

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 8 pages

Improving Zero-shot Reader by Reducing Distractions from Irrelevant Documents in Open-Domain Question Answering

Sukmin Cho, Jeongyeon Seo, Soyeong Jeong, Jong C. Park

专题命中 领域大模型 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Findings of EMNLP 2023 Camera Ready