语言大模型 / LLM - arXivDaily 专题

2305.08298 2024-01-02 cs.CL 79%

Symbol tuning improves in-context learning in language models

Jerry Wei, Le Hou, Andrew Lampinen, Xiangning Chen, Da Huang, Yi Tay, Xinyun Chen, Yifeng Lu, Denny Zhou, Tengyu Ma, Quoc V. Le

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments EMNLP 2023

2307.06166 2024-01-01 cs.CV cs.AI 79%

Can Vision-Language Models be a Good Guesser? Exploring VLMs for Times and Location Reasoning

Gengyuan Zhang, Yurui Zhang, Kerui Zhang, Volker Tresp

专题命中推理与问题求解：language model(title,abstract)；分类 cs.AI

Comments Accepted to WACV 2024

2210.16257 2024-01-01 cs.CL 79%

Solving Math Word Problems via Cooperative Reasoning induced Language Models

Xinyu Zhu, Junjie Wang, Lin Zhang, Yuxiang Zhang, Ruyi Gan, Jiaxing Zhang, Yujiu Yang

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments Accepted to ACL 2023 Main Conference; Camera Ready

2312.08762 2023-12-15 cs.AI 79%

Multi-modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models

Liqi He, Zuchao Li, Xiantao Cai, Ping Wang

专题命中推理与问题求解：language model(title,abstract)；分类 cs.AI

2305.14457 2023-11-29 cs.CL 79%

Pre-training Language Models for Comparative Reasoning

Mengxia Yu, Zhihan Zhang, Wenhao Yu, Meng Jiang

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments EMNLP 2023 - Camera Ready. Typos fixed

2306.04031 2023-11-09 cs.AI 79%

Certified Deductive Reasoning with Language Models

Gabriel Poesia, Kanishk Gandhi, Eric Zelikman, Noah D. Goodman

专题命中推理与问题求解：language model(title,abstract)；分类 cs.AI

2309.05454 2023-11-07 cs.CL 79%

Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models

Joseph Marvin Imperial, Harish Tayyar Madabushi

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments Final camera-ready for EMNLP GEM Workshop 2023

2311.01876 2023-11-06 cs.CL 79%

Sentiment Analysis through LLM Negotiations

Xiaofei Sun, Xiaoya Li, Shengyu Zhang, Shuhe Wang, Fei Wu, Jiwei Li, Tianwei Zhang, Guoyin Wang

专题命中推理与问题求解：LLM(title,abstract)；分类 cs.CL

Comments Pre-print Version

2307.12382 2023-11-01 cs.CL cs.HC 79%

CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models

Xingbo Wang, Renfei Huang, Zhihua Jin, Tianqing Fang, Huamin Qu

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments This paper is accepted by IEEE VIS, 2023. To appear in IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG). 14 pages, 11 figures

2310.10180 2023-10-25 cs.CL 79%

TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models

Jing Xiong, Jianhao Shen, Ye Yuan, Haiming Wang, Yichun Yin, Zhengying Liu, Lin Li, Zhijiang Guo, Qingxing Cao, Yinya Huang, Chuanyang Zheng, Xiaodan Liang, Ming Zhang, Qun Liu

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments Accepted by EMNLP 2023. Code is available at https://github.com/menik1126/TRIGO

2310.14709 2023-10-24 cs.CL 79%

Once Upon a $\textit{Time}$ in $\textit{Graph}$: Relative-Time Pretraining for Complex Temporal Reasoning

Sen Yang, Xin Li, Lidong Bing, Wai Lam

专题命中推理与问题求解：pretraining(title)；language model(abstract)；分类 cs.CL

Comments EMNLP 2023 main

2310.14478 2023-10-24 cs.CL 79%

GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding

Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments Accepted to EMNLP23 main

2305.16426 2023-10-24 cs.CL 79%

Not wacky vs. definitely wacky: A study of scalar adverbs in pretrained language models

Isabelle Lorge, Janet Pierrehumbert

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments Published in BlackBoxNLP workshop, EMNLP 2023

2308.04711 2023-10-16 cs.CL 79%

Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval

Tim Hartill, Diana Benavides-Prado, Michael Witbrock, Patricia J. Riddle

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

2309.00940 2023-09-06 cs.MA cs.AI cs.GT cs.IR 79%

Content Prompting: Modeling Content Provider Dynamics to Improve User Welfare in Recommender Ecosystems

Siddharth Prasad, Martin Mladenov, Craig Boutilier

专题命中推理与问题求解：prompting(title,abstract)；分类 cs.AI

2304.09179 2023-08-29 cs.CV cs.AI 79%

Pretrained Language Models as Visual Planners for Human Assistance

Dhruvesh Patel, Hamid Eghbalzadeh, Nitin Kamra, Michael Louis Iuzzolino, Unnat Jain, Ruta Desai

专题命中推理与问题求解：language model(title,abstract)；分类 cs.AI

Comments Accepted at ICCV 2023

2308.08204 2023-08-17 cs.CL 79%

MoCoSA: Momentum Contrast for Knowledge Graph Completion with Structure-Augmented Pre-trained Language Models

Jiabang He, Liu Jia, Lei Wang, Xiyao Li, Xing Xu

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

2212.01944 2023-08-11 cs.FL cs.CL 79%

Automaton-Based Representations of Task Knowledge from Generative Language Models

Yunhao Yang, Jean-Raphaël Gaglione, Cyrus Neary, Ufuk Topcu

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments Submitted to JAIR

2301.08913 2023-07-18 cs.CL 79%

Unifying Structure Reasoning and Language Model Pre-training for Complex Reasoning

Siyuan Wang, Zhongyu Wei, Jiarong Xu, Taishan Li, Zhihao Fan

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments 10 pages, 4 figures, 7 tables

2306.16774 2023-06-30 cs.CL 79%

Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages

Yasmine Karoui, Rémi Lebret, Negar Foroutan, Karl Aberer

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments Accepted to ACL 2023 as short paper

2305.11255 2023-06-12 cs.CL 79%

Reasoning Implicit Sentiment with Chain-of-Thought Prompting

Hao Fei, Bobo Li, Qian Liu, Lidong Bing, Fei Li, Tat-Seng Chua

专题命中推理与问题求解：prompting(title,abstract)；分类 cs.CL

Comments ACL2023 Short Paper

2306.01117 2023-06-05 cs.CL 79%

Examining the Causal Effect of First Names on Language Models: The Case of Social Commonsense Reasoning

Sullam Jeoung, Jana Diesner, Halil Kilicoglu

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

2305.18373 2023-05-31 cs.CV cs.CL 79%

KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models

Zhiwei Jia, Pradyumna Narayana, Arjun R. Akula, Garima Pruthi, Hao Su, Sugato Basu, Varun Jampani

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments ACL 2023

2305.16572 2023-05-29 cs.CL 79%

Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios

Jiaxuan Li, Lang Yu, Allyson Ettinger

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments Accepted to ACL 2023. arXiv admin note: substantial text overlap with arXiv:2212.03278

2305.03852 2023-05-09 cs.HC cs.AI 79%

CHAI-DT: A Framework for Prompting Conversational Generative AI Agents to Actively Participate in Co-Creation

Brandon Harwood

专题命中推理与问题求解：prompting(title,abstract)；分类 cs.AI

2205.10178 2023-02-28 cs.CL 79%

Visually-Augmented Language Modeling

Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments ICLR 2023

2302.04156 2023-02-09 cs.CL cs.IR cs.MM 79%

Prompting for Multimodal Hateful Meme Classification

Rui Cao, Roy Ka-Wei Lee, Wen-Haw Chong, Jing Jiang

专题命中推理与问题求解：prompting(title)；language model(abstract)；分类 cs.CL

Comments Accepted in EMNLP, 2022

2212.08195 2022-12-19 cs.CL 79%

Improving Chess Commentaries by Combining Language Models with Symbolic Reasoning Engines

Andrew Lee, David Wu, Emily Dinan, Mike Lewis

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

2212.03278 2022-12-08 cs.CL 79%

Counterfactual reasoning: Do language models need world knowledge for causal understanding?

Jiaxuan Li, Lang Yu, Allyson Ettinger

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

Comments 5 pages, accepted to nCSI workshop at NeurIPS 2022

2210.05075 2022-10-12 cs.CL cs.IR cs.NA math.NA 79%

Reflection of Thought: Inversely Eliciting Numerical Reasoning in Language Models via Solving Linear Systems

Fan Zhou, Haoyu Dong, Qian Liu, Zhoujun Cheng, Shi Han, Dongmei Zhang

专题命中推理与问题求解：language model(title,abstract)；分类 cs.CL

1. 推理与问题求解 19038 篇

Symbol tuning improves in-context learning in language models

Can Vision-Language Models be a Good Guesser? Exploring VLMs for Times and Location Reasoning

Solving Math Word Problems via Cooperative Reasoning induced Language Models

Multi-modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models

Pre-training Language Models for Comparative Reasoning

Certified Deductive Reasoning with Language Models

Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models

Sentiment Analysis through LLM Negotiations

CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models

TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models

Once Upon a $\textit{Time}$ in $\textit{Graph}$: Relative-Time Pretraining for Complex Temporal Reasoning

GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding

Not wacky vs. definitely wacky: A study of scalar adverbs in pretrained language models

Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval

Content Prompting: Modeling Content Provider Dynamics to Improve User Welfare in Recommender Ecosystems

Pretrained Language Models as Visual Planners for Human Assistance

MoCoSA: Momentum Contrast for Knowledge Graph Completion with Structure-Augmented Pre-trained Language Models

Automaton-Based Representations of Task Knowledge from Generative Language Models

Unifying Structure Reasoning and Language Model Pre-training for Complex Reasoning

Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages

Reasoning Implicit Sentiment with Chain-of-Thought Prompting

Examining the Causal Effect of First Names on Language Models: The Case of Social Commonsense Reasoning

KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models

Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios

CHAI-DT: A Framework for Prompting Conversational Generative AI Agents to Actively Participate in Co-Creation

Visually-Augmented Language Modeling

Prompting for Multimodal Hateful Meme Classification

Improving Chess Commentaries by Combining Language Models with Symbolic Reasoning Engines

Counterfactual reasoning: Do language models need world knowledge for causal understanding?

Reflection of Thought: Inversely Eliciting Numerical Reasoning in Language Models via Solving Linear Systems