语言大模型 / LLM

Undesirable Biases in NLP: Addressing Challenges of Measurement

Oskar van der Wal, Dominik Bachmann, Alina Leidinger, Leendert van Maanen, Willem Zuidema, Katrin Schulz

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Journal ref Journal of Artificial Intelligence Research, 79, 1-40 (2024)

Monte Carlo Tree Search for Recipe Generation using GPT-2

Karan Taneja, Richard Segal, Richard Goodwin

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 10 pages, 1 figure, ICCC 2023

Comparable Demonstrations are Important in In-Context Learning: A Novel Perspective on Demonstration Selection

Caoyun Fan, Jidong Tian, Yitian Li, Hao He, Yaohui Jin

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments ICASSP 2024

FunnyNet-W: Multimodal Learning of Funny Moments in Videos in the Wild

Zhi-Song Liu, Robin Courant, Vicky Kalogeiton

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 22 pages, 14 figures

Blar-SQL: Faster, Stronger, Smaller NL2SQL

José Manuel Domínguez, Benjamín Errázuriz, Patricio Daher

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Code-Style In-Context Learning for Knowledge-Based Question Answering

Zhijie Nie, Richong Zhang, Zhongyuan Wang, Xudong Liu

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments AAAI2024 Camera Ready

Training Diffusion Models with Reinforcement Learning

Kevin Black, Michael Janner, Yilun Du, Ilya Kostrikov, Sergey Levine

专题命中 其他LLM ：language model(abstract)；prompting(abstract)；分类 cs.AI、cs.LG

Comments 23 pages, 16 figures

Red AI? Inconsistent Responses from GPT3.5 Models on Political Issues in the US and China

Di Zhou, Yinxian Zhang

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

I Know You Did Not Write That! A Sampling Based Watermarking Method for Identifying Machine Generated Text

Kaan Efe Keleş, Ömer Kaan Gürbüz, Mucahid Kutlu

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Bidirectional Attention as a Mixture of Continuous Word Experts

Kevin Christian Wibisono, Yixin Wang

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments 32 pages. Published in UAI 2023

Comparing Generative Chatbots Based on Process Requirements

Luis Fernando Lins, Nathalia Nascimento, Paulo Alencar, Toacy Oliveira, Donald Cowan

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments IEEE BigData

Unnatural Error Correction: GPT-4 Can Almost Perfectly Handle Unnatural Scrambled Text

Qi Cao, Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments EMNLP 2023 (with an additional analysis section in appendix)

KL-Divergence Guided Temperature Sampling

Chung-Ching Chang, David Reitter, Renat Aksitov, Yun-Hsuan Sung

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

The SocialAI School: Insights from Developmental Psychology Towards Artificial Socio-Cultural Agents

Grgur Kovač, Rémy Portelas, Peter Ford Dominey, Pierre-Yves Oudeyer

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Preprint, see v1 for a shorter version (accepted at the "Workshop on Theory-of-Mind" at ICML 2023) See project website for demo and code: https://sites.google.com/view/socialai-school

ChatGPT-3.5, ChatGPT-4, Google Bard, and Microsoft Bing to Improve Health Literacy and Communication in Pediatric Populations and Beyond

Kanhai S. Amin, Linda Mayes, Pavan Khosla, Rushabh Doshi

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 15 pages, 1 Table, 3 Figures, and 3 Supplemental Figures

Tractable Control for Autoregressive Language Generation

Honghua Zhang, Meihua Dang, Nanyun Peng, Guy Van den Broeck

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems

Hsuan Su, Rebecca Qian, Chinnadhurai Sankar, Shahin Shayandeh, Shang-Tse Chen, Hung-yi Lee, Daniel M. Bikel

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Effective Human-AI Teams via Learned Natural Language Rules and Onboarding

Hussein Mozannar, Jimin J Lee, Dennis Wei, Prasanna Sattigeri, Subhro Das, David Sontag

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments NeurIPS 2023 Spotlight

Increasing Probability Mass on Answer Choices Does Not Always Improve Accuracy

Sarah Wiegreffe, Matthew Finlayson, Oyvind Tafjord, Peter Clark, Ashish Sabharwal

专题命中 其他LLM ：language model(abstract)；prompting(abstract)；分类 cs.CL、cs.LG

Comments EMNLP 2023

GPT Understands, Too

Xiao Liu, Yanan Zheng, Zhengxiao Du, Ming Ding, Yujie Qian, Zhilin Yang, Jie Tang

专题命中 其他LLM ：language model(abstract)；prompting(abstract)；分类 cs.CL、cs.LG

Why LLMs Hallucinate, and How to Get (Evidential) Closure: Perceptual, Intensional, and Extensional Learning for Faithful Natural Language Generation

Adam Bouyamourn

专题命中 其他LLM ：LLM(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Prefix-Tuning Based Unsupervised Text Style Transfer

Huiyu Mai, Wenhao Jiang, Zhihong Deng

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Journal ref EMNLP 2023 (Findings)

CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation

Aswanth Kumar, Ratish Puduppully, Raj Dabre, Anoop Kunchukuttan

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted to EMNLP 2023 findings

Active Retrieval Augmented Generation

Zhengbao Jiang, Frank F. Xu, Luyu Gao, Zhiqing Sun, Qian Liu, Jane Dwivedi-Yu, Yiming Yang, Jamie Callan, Graham Neubig

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments EMNLP 2023

Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defense

Kalpesh Krishna, Yixiao Song, Marzena Karpinska, John Wieting, Mohit Iyyer

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments NeurIPS 2023 camera ready (32 pages). Code, models, data available in https://github.com/martiansideofthemoon/ai-detection-paraphrases

Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches

Jihong Park, Seung-Woo Ko, Jinho Choi, Seong-Lyun Kim, Mehdi Bennis

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments 11 pages, 13 figures, submitted to IEEE BITS the Information Theory Magazine

How Robust is Google's Bard to Adversarial Image Attacks?

Yinpeng Dong, Huanran Chen, Jiawei Chen, Zhengwei Fang, Xiao Yang, Yichi Zhang, Yu Tian, Hang Su, Jun Zhu

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Technical report

Expanding the Vocabulary of BERT for Knowledge Base Construction

Dong Yang, Xu Wang, Remzi Celebi

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Toward Trustworthy Neural Program Synthesis

Darren Key, Wen-Ding Li, Kevin Ellis

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments 9 pages, 8 figures

Question-focused Summarization by Decomposing Articles into Facts and Opinions and Retrieving Entities

Krutika Sarode, Shashidhar Reddy Javaji, Vishal Kalakonnavar

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG