语言大模型 / LLM - arXivDaily 专题

2407.19325 2024-10-08 cs.CL 79%

Investigating Critical Period Effects in Language Acquisition through Neural Language Models

Ionut Constantinescu, Tiago Pimentel, Ryan Cotterell, Alex Warstadt

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Published in TACL

2405.20042 2024-10-08 cs.LG 79%

CycleFormer : TSP Solver Based on Language Modeling

Jieun Yook, Junpyo Seo, Joon Huh, Han Joon Byun, Byung-ro Moon

专题命中其他LLM ：language model(title,abstract)；分类 cs.LG

Comments The paper's content (experiments) is insufficient

2410.03447 2024-10-07 cs.CL 79%

How Language Models Prioritize Contextual Grammatical Cues?

Hamidreza Amirzadeh, Afra Alishahi, Hosein Mohebbi

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Accepted to BlackboxNLP 2024

2406.12354 2024-10-04 cs.CL 79%

Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models

Minseok Choi, Kyunghyun Min, Jaegul Choo

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments EMNLP 2024 Findings

2212.00596 2024-10-04 cs.CL q-bio.NC 79%

Language models and brains align due to more than next-word prediction and word-level information

Gabriele Merlin, Mariya Toneva

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Accepted to EMNLP 2024

2406.10851 2024-10-01 cs.CL 79%

Leading Whitespaces of Language Models' Subword Vocabulary Pose a Confound for Calculating Word Probabilities

Byung-Doh Oh, William Schuler

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments EMNLP 2024

2409.17519 2024-09-27 cs.RO cs.AI cs.CV 79%

Robotic Environmental State Recognition with Pre-Trained Vision-Language Models and Black-Box Optimization

Kento Kawaharazuka, Yoshiki Obinata, Naoaki Kanazawa, Kei Okada, Masayuki Inaba

专题命中其他LLM ：language model(title,abstract)；分类 cs.AI

Comments Accepted at Advanced Robotics, website - https://haraduka.github.io/vlm-bbo/

2409.14107 2024-09-24 cs.CL 79%

Routing in Sparsely-gated Language Models responds to Context

Stefan Arnold, Marian Fietta, Dilara Yesilbas

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

2409.07841 2024-09-18 cs.SD cs.LG eess.AS 79%

TSELM: Target Speaker Extraction using Discrete Tokens and Language Models

Beilong Tang, Bang Zeng, Ming Li

专题命中其他LLM ：language model(title,abstract)；分类 cs.LG

Comments Submitted to ICASSP 2025

2406.04847 2024-09-18 cs.CL 79%

Do Language Models Exhibit Human-like Structural Priming Effects?

Jaap Jumelet, Willem Zuidema, Arabella Sinclair

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments ACL Findings 2024

2212.04037 2024-09-16 cs.CL 79%

Demystifying Prompts in Language Models via Perplexity Estimation

Hila Gonen, Srini Iyer, Terra Blevins, Noah A. Smith, Luke Zettlemoyer

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Published in Findings of EMNLP 2023

2409.07353 2024-09-12 cs.CV cs.AI 79%

Securing Vision-Language Models with a Robust Encoder Against Jailbreak and Adversarial Attacks

Md Zarif Hossain, Ahmed Imteaj

专题命中其他LLM ：language model(title,abstract)；分类 cs.AI

2408.16224 2024-09-02 cs.CV cs.AI 79%

LLaVA-SG: Leveraging Scene Graphs as Visual Semantic Expression in Vision-Language Models

Jingyi Wang, Jianzhong Ju, Jian Luan, Zhidong Deng

专题命中其他LLM ：language model(title,abstract)；分类 cs.AI

2408.11380 2024-08-22 cs.RO cs.AI cs.SY eess.SY 79%

Reflex-Based Open-Vocabulary Navigation without Prior Knowledge Using Omnidirectional Camera and Multiple Vision-Language Models

Kento Kawaharazuka, Yoshiki Obinata, Naoaki Kanazawa, Naoto Tsukamoto, Kei Okada, Masayuki Inaba

专题命中其他LLM ：language model(title,abstract)；分类 cs.AI

Comments Accepted at Advanced Robotics, website - https://haraduka.github.io/omnidirectional-vlm/

2402.09091 2024-08-22 cs.CR cs.AI cs.HC 79%

Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues

Zhiyuan Chang, Mingyang Li, Yi Liu, Junjie Wang, Qing Wang, Yang Liu

专题命中其他LLM ：LLM(title,abstract)；分类 cs.AI

Comments 13 pages, 6 figures

Journal ref The 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024)

2402.02047 2024-08-22 cs.SE cs.LG 79%

Calibration and Correctness of Language Models for Code

Claudio Spiess, David Gros, Kunal Suresh Pai, Michael Pradel, Md Rafiqul Islam Rabin, Amin Alipour, Susmit Jha, Prem Devanbu, Toufique Ahmed

专题命中其他LLM ：language model(title,abstract)；分类 cs.LG

Comments Published in ICSE'25

2408.09459 2024-08-20 cs.CL cs.IR 79%

WPN: An Unlearning Method Based on N-pair Contrastive Learning in Language Models

Guitao Chen, Yunshen Wang, Hongye Sun, Guang Chen

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments ECAI 2024

2406.04988 2024-08-05 cs.CL 79%

Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences

Patrick Haller, Lena S. Bolliger, Lena A. Jäger

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments ACL 2024 Findings

2308.15419 2024-08-01 cs.CL 79%

Characterizing Learning Curves During Language Model Pre-Training: Learning, Forgetting, and Stability

Tyler A. Chang, Zhuowen Tu, Benjamin K. Bergen

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

Comments Accepted to TACL (pre-MIT Press version)

2407.08422 2024-07-30 cs.CR cs.AI 79%

On the (In)Security of LLM App Stores

Xinyi Hou, Yanjie Zhao, Haoyu Wang

专题命中其他LLM ：LLM(title,abstract)；分类 cs.AI

2404.14721 2024-07-30 cs.LG 79%

Dynamically Anchored Prompting for Task-Imbalanced Continual Learning

Chenxing Hong, Yan Jin, Zhiqi Kang, Yizhou Chen, Mengke Li, Yang Lu, Hanzi Wang

专题命中其他LLM ：prompting(title,abstract)；分类 cs.LG

Comments Accepted by IJCAI 2024

2407.09043 2024-07-24 cs.AI 79%

Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models

Namkyeong Lee, Siddhartha Laghuvarapu, Chanyoung Park, Jimeng Sun

专题命中其他LLM ：language model(title,abstract)；分类 cs.AI

Comments CIKM 2024 / ACL 2024 Workshop on Languages and Molecule

2407.15695 2024-07-23 cs.HC cs.CL 79%

Supporting the Digital Autonomy of Elders Through LLM Assistance

Jesse Roberts, Lindsey Roberts, Alice Reed

专题命中其他LLM ：LLM(title,abstract)；分类 cs.CL

2407.15459 2024-07-23 cs.CL cond-mat.mtrl-sci 79%

Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval

Daeun Lee, Jaewoong Choi, Hiroshi Mizuseki, Byungju Lee

专题命中其他LLM ：language model(title,abstract)；分类 cs.CL

2407.14088 2024-07-22 cs.CL 79%

Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation

Joy Mahapatra, Utpal Garain

专题命中其他LLM ：LLM(title,abstract)；分类 cs.CL

Comments 30 pages

2405.06134 2024-07-18 cs.CL cs.SD eess.AS 79%

Muting Whisper: A Universal Acoustic Adversarial Attack on Speech Foundation Models

Vyas Raina, Rao Ma, Charles McGhee, Kate Knill, Mark Gales

专题命中其他LLM ：foundation model(title,abstract)；分类 cs.CL

2407.10993 2024-07-17 cs.CL cs.GR 79%

The Effects of Embodiment and Personality Expression on Learning in LLM-based Educational Agents

Sinan Sonlu, Bennie Bendiksen, Funda Durupinar, Uğur Güdükbay

专题命中其他LLM ：LLM(title,abstract)；分类 cs.CL

Comments 15 pages, 4 figures, 3 tables

2407.10331 2024-07-16 cs.RO cs.LG cs.SY eess.SY 79%

3D Foundation Models Enable Simultaneous Geometry and Pose Estimation of Grasped Objects

Weiming Zhi, Haozhan Tang, Tianyi Zhang, Matthew Johnson-Roberson

专题命中其他LLM ：foundation model(title,abstract)；分类 cs.LG

2312.09187 2024-07-16 cs.LG 79%

Vision-Language Models as a Source of Rewards

Kate Baumli, Satinder Baveja, Feryal Behbahani, Harris Chan, Gheorghe Comanici, Sebastian Flennerhag, Maxime Gazeau, Kristian Holsheimer, Dan Horgan, Michael Laskin, Clare Lyle, Hussain Masoom, Kay McKinney, Volodymyr Mnih, Alexander Neitz, Dmitry Nikulin, Fabio Pardo, Jack Parker-Holder, John Quan, Tim Rocktäschel, Himanshu Sahni, Tom Schaul, Yannick Schroecker, Stephen Spencer, Richie Steigerwald, Luyu Wang, Lei Zhang

专题命中其他LLM ：language model(title,abstract)；分类 cs.LG

Comments 10 pages, 5 figures

2407.04868 2024-07-09 cs.AI cs.SE 79%

Looking into Black Box Code Language Models

Muhammad Umair Haider, Umar Farooq, A. B. Siddique, Mark Marron

专题命中其他LLM ：language model(title,abstract)；分类 cs.AI

1. 其他LLM 12169 篇

Investigating Critical Period Effects in Language Acquisition through Neural Language Models

CycleFormer : TSP Solver Based on Language Modeling

How Language Models Prioritize Contextual Grammatical Cues?

Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models

Language models and brains align due to more than next-word prediction and word-level information

Leading Whitespaces of Language Models' Subword Vocabulary Pose a Confound for Calculating Word Probabilities

Robotic Environmental State Recognition with Pre-Trained Vision-Language Models and Black-Box Optimization

Routing in Sparsely-gated Language Models responds to Context

TSELM: Target Speaker Extraction using Discrete Tokens and Language Models

Do Language Models Exhibit Human-like Structural Priming Effects?

Demystifying Prompts in Language Models via Perplexity Estimation

Securing Vision-Language Models with a Robust Encoder Against Jailbreak and Adversarial Attacks

LLaVA-SG: Leveraging Scene Graphs as Visual Semantic Expression in Vision-Language Models

Reflex-Based Open-Vocabulary Navigation without Prior Knowledge Using Omnidirectional Camera and Multiple Vision-Language Models

Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues

Calibration and Correctness of Language Models for Code

WPN: An Unlearning Method Based on N-pair Contrastive Learning in Language Models

Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences

Characterizing Learning Curves During Language Model Pre-Training: Learning, Forgetting, and Stability

On the (In)Security of LLM App Stores

Dynamically Anchored Prompting for Task-Imbalanced Continual Learning

Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Models

Supporting the Digital Autonomy of Elders Through LLM Assistance

Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval

Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation

Muting Whisper: A Universal Acoustic Adversarial Attack on Speech Foundation Models

The Effects of Embodiment and Personality Expression on Learning in LLM-based Educational Agents

3D Foundation Models Enable Simultaneous Geometry and Pose Estimation of Grasped Objects

Vision-Language Models as a Source of Rewards

Looking into Black Box Code Language Models