Computation and Language

Papers filed under cs.CL on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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9,961 to 10,020 of 11,247

Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding
Akira Fukui, Dong Huk Park, Daylen Yang +3
cs.CVcs.AIcs.CLarXiv:1606.01847v32016
ACC: Compiling Agent Trajectories for Long-Context Training
Qisheng Su, Zhen Fang, Shiting Huang +8
cs.CLcs.AIarXiv:2605.21850v22026
TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation
Hanyu Guo, Jiedong Yang, Chao Chen +3
cs.CLcs.AIcs.LGarXiv:2605.22355v12026
Understanding Data Temporality Impact on Large Language Models Pre-training
Hippolyte Pilchen, Romain Fabre, Franck Signe Talla +2
cs.CLcs.AIarXiv:2605.22769v22026
Learning Word Vectors for 157 Languages
Edouard Grave, Piotr Bojanowski, Prakhar Gupta +2
cs.CLcs.LGarXiv:1802.06893v22018
Directional Alignment Mitigates Reward Hacking in Reinforcement Learning for Language Models
Wenlong Deng, Jiaji Huang, Kaan Ozkara +4
cs.LGcs.CLarXiv:2605.25189v12026
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity
Yao Lu, Max Bartolo, Alastair Moore +2
cs.CLcs.AIarXiv:2104.08786v22021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey
Bonan Min, Hayley Ross, Elior Sulem +6
cs.CLcs.AIcs.LGarXiv:2111.01243v12021
Mix-MoE: Improving Multilingual Machine Translation of Large Language Models through Mixed MoEs
Bo Li, Tianyu Dong, Shaolin Zhu +1
cs.CLcs.AIarXiv:2605.24681v12026
Efficient Transformers: A Survey
Yi Tay, Mostafa Dehghani, Dara Bahri +1
cs.LGcs.AIcs.CLarXiv:2009.06732v32020
STREAM: A Data-Centric Framework for Mining High-Value Task-Oriented Dialogues from Streaming Media
Liang Xue, Haoyu Liu, Cheng Wang +3
cs.CLcs.AIarXiv:2605.25162v12026
OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge
Kenneth Marino, Mohammad Rastegari, Ali Farhadi +1
cs.CVcs.CLarXiv:1906.00067v22019
Exploiting Similarities among Languages for Machine Translation
Tomas Mikolov, Quoc V. Le, Ilya Sutskever
cs.CLarXiv:1309.4168v12013
XNLI: Evaluating Cross-lingual Sentence Representations
Alexis Conneau, Guillaume Lample, Ruty Rinott +4
cs.CLcs.AIcs.LGarXiv:1809.05053v12018
Do Language Models Need Sleep? Offline Recurrence for Improved Online Inference
Sangyun Lee, Sean McLeish, Tom Goldstein +1
cs.CLcs.AIarXiv:2605.26099v32026
Advancing Creative Physical Intelligence in Large Multimodal Models
Cheng Qian, Hyeonjeong Ha, Jiayu Liu +10
cs.AIcs.CLcs.LGarXiv:2605.26396v22026
Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents
Haoyi Hu, Qirong Lyu, Xianghan Kong +7
cs.CLcs.IRcs.MAarXiv:2605.25971v22026
On Faithfulness and Factuality in Abstractive Summarization
Joshua Maynez, Shashi Narayan, Bernd Bohnet +1
cs.CLarXiv:2005.00661v12020
A Deep Reinforced Model for Abstractive Summarization
Romain Paulus, Caiming Xiong, Richard Socher
cs.CLarXiv:1705.04304v32017
Scaling Language Models: Methods, Analysis & Insights from Training Gopher
Jack W. Rae, Sebastian Borgeaud, Trevor Cai +77
cs.CLcs.AIarXiv:2112.11446v22021
Unsupervised Dense Information Retrieval with Contrastive Learning
Gautier Izacard, Mathilde Caron, Lucas Hosseini +4
cs.IRcs.AIcs.CLarXiv:2112.09118v42021
Confidence and Calibration of Activation Oracles for Reliable Interpretation of Language Model Internals
Federico Torrielli, Peter Schneider-Kamp, Lukas Galke Poech
cs.CLcs.AIarXiv:2605.26045v22026
How Can We Know What Language Models Know?
Zhengbao Jiang, Frank F. Xu, Jun Araki +1
cs.CLcs.LGarXiv:1911.12543v22019
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face
Yongliang Shen, Kaitao Song, Xu Tan +3
cs.CLcs.AIcs.CVarXiv:2303.17580v42023
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
Ji Lin, Jiaming Tang, Haotian Tang +7
cs.CLarXiv:2306.00978v62023
Chartographer: Counterfactual Chart Generation for Evaluating Vision-Language Models
Yifan Jiang, Dae Yon Hwang, Jesse C. Cresswell +1
cs.CLcs.CVarXiv:2605.27311v12026
COMET: A Neural Framework for MT Evaluation
Ricardo Rei, Craig Stewart, Ana C Farinha +1
cs.CLarXiv:2009.09025v22020
Guiding LLM Post-training Data Engineering with Model Internals from Sparse Autoencoders
Yi Jing, Zao Dai, Jinwu Hu +4
cs.LGcs.AIcs.CLarXiv:2605.27354v12026
Triplet-Block Diffusion RWKV
Ke Lin, Yiyang Luo, Zhaolong Su +2
cs.CLarXiv:2605.25969v12026
RACE: Large-scale ReAding Comprehension Dataset From Examinations
Guokun Lai, Qizhe Xie, Hanxiao Liu +2
cs.CLcs.AIcs.LGarXiv:1704.04683v52017
Neural Network Acceptability Judgments
Alex Warstadt, Amanpreet Singh, Samuel R. Bowman
cs.CLarXiv:1805.12471v32018
Text Summarization with Pretrained Encoders
Yang Liu, Mirella Lapata
cs.CLcs.LGarXiv:1908.08345v22019
Unified Language Model Pre-training for Natural Language Understanding and Generation
Li Dong, Nan Yang, Wenhui Wang +6
cs.CLarXiv:1905.03197v32019
MobileMoE: Scaling On-Device Mixture of Experts
Yanbei Chen, Hanxian Huang, Ernie Chang +5
cs.LGcs.AIcs.CLarXiv:2605.27358v12026
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval
Lee Xiong, Chenyan Xiong, Ye Li +5
cs.IRcs.CLcs.LGarXiv:2007.00808v22020
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints
Joshua Ainslie, James Lee-Thorp, Michiel de Jong +3
cs.CLcs.LGarXiv:2305.13245v32023
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre +8
cs.LGcs.CLcs.CVarXiv:2203.05482v32022
ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks
Fabrizio Gilardi, Meysam Alizadeh, Maël Kubli
cs.CLcs.CYarXiv:2303.15056v22023
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations
Soujanya Poria, Devamanyu Hazarika, Navonil Majumder +3
cs.CLarXiv:1810.02508v62018
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
Jianlv Chen, Shitao Xiao, Peitian Zhang +3
cs.CLcs.AIcs.LGarXiv:2402.03216v52024
Pre-trained Models for Natural Language Processing: A Survey
Xipeng Qiu, Tianxiang Sun, Yige Xu +3
cs.CLcs.LGarXiv:2003.08271v42020
A simple neural network module for relational reasoning
Adam Santoro, David Raposo, David G. T. Barrett +4
cs.CLcs.LGarXiv:1706.01427v12017
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method
Yoav Goldberg, Omer Levy
cs.CLcs.LGstat.MLarXiv:1402.3722v12014
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
Team GLM, :, Aohan Zeng +56
cs.CLarXiv:2406.12793v22024
"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection
William Yang Wang
cs.CLcs.CYarXiv:1705.00648v12017
Character-Aware Neural Language Models
Yoon Kim, Yacine Jernite, David Sontag +1
cs.CLcs.NEstat.MLarXiv:1508.06615v42015
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning
Ahmed Masry, Do Xuan Long, Jia Qing Tan +2
cs.CLarXiv:2203.10244v12022
ESC-Skills: Discovering and Self-Evolving Skills for Emotional Support Conversations
Jie Zhu, Huaixia Dou, Shuo Jiang +5
cs.CLcs.AIarXiv:2605.27908v12026
OmniInteract: Benchmarking Real-World Streaming Interaction for Real-Time Omnimodal Assistants
Xudong Lu, Xueying Li, Annan Wang +8
cs.CVcs.CLarXiv:2605.26485v12026
Adversarial Examples for Evaluating Reading Comprehension Systems
Robin Jia, Percy Liang
cs.CLcs.LGarXiv:1707.07328v12017
Alignment Tampering: How Reinforcement Learning from Human Feedback Is Exploited to Optimize Misaligned Biases
Dongyoon Hahm, Dylan Hadfield-Menell, Kimin Lee
cs.AIcs.CLcs.LGarXiv:2605.27355v22026
Grounded Language-Image Pre-training
Liunian Harold Li, Pengchuan Zhang, Haotian Zhang +9
cs.CVcs.AIcs.CLarXiv:2112.03857v22021
ESPnet: End-to-End Speech Processing Toolkit
Shinji Watanabe, Takaaki Hori, Shigeki Karita +9
cs.CLarXiv:1804.00015v12018
Revealing Algorithmic Deductive Circuits for Logical Reasoning
Phuong Minh Nguyen, Tien Huu Dang, Naoya Inoue
cs.AIcs.CLarXiv:2605.27824v12026
Models That Know How Evaluations Are Designed Score Safer
Katharina Deckenbach, Haritz Puerto, Jonas Geiping +1
cs.CLcs.AIarXiv:2605.28591v32026
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation
Yizhe Zhang, Siqi Sun, Michel Galley +6
cs.CLcs.LGarXiv:1911.00536v32019
How multilingual is Multilingual BERT?
Telmo Pires, Eva Schlinger, Dan Garrette
cs.CLcs.AIcs.LGarXiv:1906.01502v12019
PEFT-Arena: Understanding Parameter-Efficient Finetuning from a Stability-Plasticity Perspective
Yangyi Huang, Ruotian Peng, Zeju Qiu +4
cs.LGcs.CLarXiv:2605.28819v12026
Hierarchical Question-Image Co-Attention for Visual Question Answering
Jiasen Lu, Jianwei Yang, Dhruv Batra +1
cs.CVcs.CLarXiv:1606.00061v52016
Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory
Haoran Sun, Wenjie Li, Yujie Zhang +8
cs.AIcs.CLarXiv:2606.09365v32026
Summaries:한국어

Computation and Language

Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding

ACC: Compiling Agent Trajectories for Long-Context Training

TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation

Understanding Data Temporality Impact on Large Language Models Pre-training

Learning Word Vectors for 157 Languages

Directional Alignment Mitigates Reward Hacking in Reinforcement Learning for Language Models

Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity

Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey

Mix-MoE: Improving Multilingual Machine Translation of Large Language Models through Mixed MoEs

Efficient Transformers: A Survey

STREAM: A Data-Centric Framework for Mining High-Value Task-Oriented Dialogues from Streaming Media

OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge

Exploiting Similarities among Languages for Machine Translation

XNLI: Evaluating Cross-lingual Sentence Representations

Do Language Models Need Sleep? Offline Recurrence for Improved Online Inference

Advancing Creative Physical Intelligence in Large Multimodal Models

Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents

On Faithfulness and Factuality in Abstractive Summarization

A Deep Reinforced Model for Abstractive Summarization

Scaling Language Models: Methods, Analysis & Insights from Training Gopher

Unsupervised Dense Information Retrieval with Contrastive Learning

Confidence and Calibration of Activation Oracles for Reliable Interpretation of Language Model Internals

How Can We Know What Language Models Know?

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Chartographer: Counterfactual Chart Generation for Evaluating Vision-Language Models

COMET: A Neural Framework for MT Evaluation

Guiding LLM Post-training Data Engineering with Model Internals from Sparse Autoencoders

Triplet-Block Diffusion RWKV

RACE: Large-scale ReAding Comprehension Dataset From Examinations

Neural Network Acceptability Judgments

Text Summarization with Pretrained Encoders

Unified Language Model Pre-training for Natural Language Understanding and Generation

MobileMoE: Scaling On-Device Mixture of Experts

Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval

GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations

M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation

Pre-trained Models for Natural Language Processing: A Survey

A simple neural network module for relational reasoning

word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method

ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection

Character-Aware Neural Language Models

ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

ESC-Skills: Discovering and Self-Evolving Skills for Emotional Support Conversations

OmniInteract: Benchmarking Real-World Streaming Interaction for Real-Time Omnimodal Assistants

Adversarial Examples for Evaluating Reading Comprehension Systems

Alignment Tampering: How Reinforcement Learning from Human Feedback Is Exploited to Optimize Misaligned Biases

Grounded Language-Image Pre-training

ESPnet: End-to-End Speech Processing Toolkit

Revealing Algorithmic Deductive Circuits for Logical Reasoning

Models That Know How Evaluations Are Designed Score Safer

DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation

How multilingual is Multilingual BERT?

PEFT-Arena: Understanding Parameter-Efficient Finetuning from a Stability-Plasticity Perspective

Hierarchical Question-Image Co-Attention for Visual Question Answering

Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory