大模型推理能力

Lemur: Integrating Large Language Models in Automated Program Verification

Haoze Wu, Clark Barrett, Nina Narodytska

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments Accepted at ICLR'24

GeckOpt: LLM System Efficiency via Intent-Based Tool Selection

Michael Fore, Simranjit Singh, Dimitrios Stamoulis

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments GLSVLSI 2024

Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models

Feihu Jiang, Chuan Qin, Kaichun Yao, Chuyu Fang, Fuzhen Zhuang, Hengshu Zhu, Hui Xiong

专题命中 其他推理 ：CoT(abstract)；分类 cs.CL、cs.AI

Comments DASFAA 2024 Accepted

GenFighter: A Generative and Evolutive Textual Attack Removal

Md Athikul Islam, Edoardo Serra, Sushil Jajodia

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.LG

Exploring the Transferability of Visual Prompting for Multimodal Large Language Models

Yichi Zhang, Yinpeng Dong, Siyuan Zhang, Tianzan Min, Hang Su, Jun Zhu

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments Accepted in CVPR 2024 as Poster (Highlight)

Gemma: Open Models Based on Gemini Research and Technology

Gemma Team, Thomas Mesnard, Cassidy Hardin, Robert Dadashi, Surya Bhupatiraju, Shreya Pathak, Laurent Sifre, Morgane Rivière, Mihir Sanjay Kale, Juliette Love, Pouya Tafti, Léonard Hussenot, Pier Giuseppe Sessa, Aakanksha Chowdhery, Adam Roberts, Aditya Barua, Alex Botev, Alex Castro-Ros, Ambrose Slone, Amélie Héliou, Andrea Tacchetti, Anna Bulanova, Antonia Paterson, Beth Tsai, Bobak Shahriari, Charline Le Lan, Christopher A. Choquette-Choo, Clément Crepy, Daniel Cer, Daphne Ippolito, David Reid, Elena Buchatskaya, Eric Ni, Eric Noland, Geng Yan, George Tucker, George-Christian Muraru, Grigory Rozhdestvenskiy, Henryk Michalewski, Ian Tenney, Ivan Grishchenko, Jacob Austin, James Keeling, Jane Labanowski, Jean-Baptiste Lespiau, Jeff Stanway, Jenny Brennan, Jeremy Chen, Johan Ferret, Justin Chiu, Justin Mao-Jones, Katherine Lee, Kathy Yu, Katie Millican, Lars Lowe Sjoesund, Lisa Lee, Lucas Dixon, Machel Reid, Maciej Mikuła, Mateo Wirth, Michael Sharman, Nikolai Chinaev, Nithum Thain, Olivier Bachem, Oscar Chang, Oscar Wahltinez, Paige Bailey, Paul Michel, Petko Yotov, Rahma Chaabouni, Ramona Comanescu, Reena Jana, Rohan Anil, Ross McIlroy, Ruibo Liu, Ryan Mullins, Samuel L Smith, Sebastian Borgeaud, Sertan Girgin, Sholto Douglas, Shree Pandya, Siamak Shakeri, Soham De, Ted Klimenko, Tom Hennigan, Vlad Feinberg, Wojciech Stokowiec, Yu-hui Chen, Zafarali Ahmed, Zhitao Gong, Tris Warkentin, Ludovic Peran, Minh Giang, Clément Farabet, Oriol Vinyals, Jeff Dean, Koray Kavukcuoglu, Demis Hassabis, Zoubin Ghahramani, Douglas Eck, Joelle Barral, Fernando Pereira, Eli Collins, Armand Joulin, Noah Fiedel, Evan Senter, Alek Andreev, Kathleen Kenealy

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs

Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Ke Li, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Understanding Catastrophic Forgetting in Language Models via Implicit Inference

Suhas Kotha, Jacob Mitchell Springer, Aditi Raghunathan

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.LG

Comments ICLR 2024

Data-Augmentation-Based Dialectal Adaptation for LLMs

Fahim Faisal, Antonios Anastasopoulos

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

The Expressive Power of Transformers with Chain of Thought

William Merrill, Ashish Sabharwal

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.LG

Comments 9-page preprint. ICLR camera ready posted April 11

Customizing Language Model Responses with Contrastive In-Context Learning

Xiang Gao, Kamalika Das

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments Accepted to appear at AAAI 2024

To Tell The Truth: Language of Deception and Language Models

Sanchaita Hazra, Bodhisattwa Prasad Majumder

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments Accepted as a full paper in NAACL 2024 (Main)

RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction

Yushen Li, Jinpeng Wang, Tao Dai, Jieming Zhu, Jun Yuan, Rui Zhang, Shu-Tao Xia

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments Accepted to The ACM Web Conference 2024 (WWW'24, short paper). Data and code are available

Sailor: Open Language Models for South-East Asia

Longxu Dou, Qian Liu, Guangtao Zeng, Jia Guo, Jiahui Zhou, Wei Lu, Min Lin

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments Code is available at https://github.com/sail-sg/sailor-llm

A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation

Jifan Yu, Xiaohan Zhang, Yifan Xu, Xuanyu Lei, Zijun Yao, Jing Zhang, Lei Hou, Juanzi Li

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments Accepted by LREC-COLING 2024

NLP at UC Santa Cruz at SemEval-2024 Task 5: Legal Answer Validation using Few-Shot Multi-Choice QA

Anish Pahilajani, Samyak Rajesh Jain, Devasha Trivedi

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

VIAssist: Adapting Multi-modal Large Language Models for Users with Visual Impairments

Bufang Yang, Lixing He, Kaiwei Liu, Zhenyu Yan

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments Accepted to IEEE International Workshop on Foundation Models for Cyber-Physical Systems & Internet of Things (FMSys 2024)

TeleChat Technical Report

Zhongjiang He, Zihan Wang, Xinzhang Liu, Shixuan Liu, Yitong Yao, Yuyao Huang, Xuelong Li, Yongxiang Li, Zhonghao Che, Zhaoxi Zhang, Yan Wang, Xin Wang, Luwen Pu, Huinan Xu, Ruiyu Fang, Yu Zhao, Jie Zhang, Xiaomeng Huang, Zhilong Lu, Jiaxin Peng, Wenjun Zheng, Shiquan Wang, Bingkai Yang, Xuewei he, Zhuoru Jiang, Qiyi Xie, Yanhan Zhang, Zhongqiu Li, Lingling Shi, Weiwei Fu, Yin Zhang, Zilu Huang, Sishi Xiong, Yuxiang Zhang, Chao Wang, Shuangyong Song

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments 28 pages, 2 figures

Comparing Code Explanations Created by Students and Large Language Models

Juho Leinonen, Paul Denny, Stephen MacNeil, Sami Sarsa, Seth Bernstein, Joanne Kim, Andrew Tran, Arto Hellas

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments 8 pages, 3 figures. To be published in Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education V. 1

Exploring the Potential of Large Language Models in Graph Generation

Yang Yao, Xin Wang, Zeyang Zhang, Yijian Qin, Ziwei Zhang, Xu Chu, Yuekui Yang, Wenwu Zhu, Hong Mei

专题命中 其他推理 ：chain-of-thought(abstract)；分类 cs.AI、cs.LG

Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment

Yang Liu, Yuanshun Yao, Jean-Francois Ton, Xiaoying Zhang, Ruocheng Guo, Hao Cheng, Yegor Klochkov, Muhammad Faaiz Taufiq, Hang Li

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments Fixed several typos

Cheap Ways of Extracting Clinical Markers from Texts

Anastasia Sandu, Teodor Mihailescu, Sergiu Nisioi

专题命中 其他推理 ：chain-of-thought(abstract)；分类 cs.CL、cs.LG

Comments https://github.com/nlp-unibuc/clpsych24-task

RAD-PHI2: Instruction Tuning PHI-2 for Radiology

Mercy Ranjit, Gopinath Ganapathy, Shaury Srivastav, Tanuja Ganu, Srujana Oruganti

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach

Jinxi Kuang, Jinyang Liu, Junjie Huang, Renyi Zhong, Jiazhen Gu, Lan Yu, Rui Tan, Zengyin Yang, Michael R. Lyu

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.LG

Comments Accepted by Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice (ICSE SEIP 2024)

Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration

Julian Rodemann, Federico Croppi, Philipp Arens, Yusuf Sale, Julia Herbinger, Bernd Bischl, Eyke Hüllermeier, Thomas Augustin, Conor J. Walsh, Giuseppe Casalicchio

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments Preprint. Copyright by the authors. 19 pages, 24 figures

Chaining thoughts and LLMs to learn DNA structural biophysics

Tyler D. Ross, Ashwin Gopinath

专题命中 其他推理 ：chain-of-thought(abstract)；分类 cs.AI、cs.LG

ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph

Xukun Liu, Zhiyuan Peng, Xiaoyuan Yi, Xing Xie, Lirong Xiang, Yuchen Liu, Dongkuan Xu

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

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

Abdelhak Kelious, Mounir Okirim

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Spatially-Aware Transformer for Embodied Agents

Junmo Cho, Jaesik Yoon, Sungjin Ahn

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI、cs.LG

Comments ICLR 2024 Spotlight. First two authors contributed equally

On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe

Ningyu Xu, Qi Zhang, Menghan Zhang, Peng Qian, Xuanjing Huang

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

Comments 21 pages, 13 figures