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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17,941 to 18,000 of 18,963

M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding
Jaemin Cho, Debanjan Mahata, Ozan Irsoy +2
cs.CVcs.AIcs.CLarXiv:2411.04952v12024
TiMoE: Time-Aware Mixture of Language Experts
Robin Faro, Dongyang Fan, Tamar Alphaidze +1
cs.CLarXiv:2508.08827v12025
Towards Greater Leverage: Scaling Laws for Efficient Mixture-of-Experts Language Models
Changxin Tian, Kunlong Chen, Jia Liu +3
cs.CLarXiv:2507.17702v42025
MIEB: Massive Image Embedding Benchmark
Chenghao Xiao, Isaac Chung, Imene Kerboua +7
cs.CVcs.CLarXiv:2504.10471v12025
On Measuring Gender Bias in Translation of Gender-neutral Pronouns
Won Ik Cho, Ji Won Kim, Seok Min Kim +1
cs.CLarXiv:1905.11684v12019
On the Difficulty of Translating Free-Order Case-Marking Languages
Arianna Bisazza, Ahmet Üstün, Stephan Sportel
cs.CLarXiv:2107.06055v12021
SciBERTSUM: Extractive Summarization for Scientific Documents
Athar Sefid, C Lee Giles
cs.CLarXiv:2201.08495v12022
Grounded Textual Entailment
Hoa Trong Vu, Claudio Greco, Aliia Erofeeva +6
cs.CLcs.CVarXiv:1806.05645v12018
MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks
Allen Nie, Yuhui Zhang, Atharva Amdekar +3
cs.CLarXiv:2310.19677v22023
Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models
Tomoki Doi, Masaru Isonuma, Hitomi Yanaka
cs.CLarXiv:2512.07288v12025
Who did What: A Large-Scale Person-Centered Cloze Dataset
Takeshi Onishi, Hai Wang, Mohit Bansal +2
cs.CLarXiv:1608.05457v12016
UQ: Assessing Language Models on Unsolved Questions
Fan Nie, Ken Ziyu Liu, Zihao Wang +11
cs.CLcs.AIcs.LGarXiv:2508.17580v12025
Self-Challenging Language Model Agents
Yifei Zhou, Sergey Levine, Jason Weston +2
cs.AIcs.CLarXiv:2506.01716v12025
First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training
Lai Wei, Yuting Li, Chen Wang +4
cs.CLcs.AIcs.CVarXiv:2505.22453v22025
A Survey on Self-Evolution of Large Language Models
Zhengwei Tao, Ting-En Lin, Xiancai Chen +7
cs.CLcs.AIarXiv:2404.14387v22024
Summaries:한국어
Linguini: A benchmark for language-agnostic linguistic reasoning
Eduardo Sánchez, Belen Alastruey, Christophe Ropers +3
cs.CLarXiv:2409.12126v12024
Imagination-Augmented Natural Language Understanding
Yujie Lu, Wanrong Zhu, Xin Eric Wang +2
cs.CLarXiv:2204.08535v32022
Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search
Haoran Sun, Yankai Jiang, Wenjie Lou +6
cs.CVcs.AIcs.CLarXiv:2506.16962v22025
EnvGen: Generating and Adapting Environments via LLMs for Training Embodied Agents
Abhay Zala, Jaemin Cho, Han Lin +2
cs.CLcs.AIcs.LGarXiv:2403.12014v22024
Reducing Quantity Hallucinations in Abstractive Summarization
Zheng Zhao, Shay B. Cohen, Bonnie Webber
cs.CLarXiv:2009.13312v12020
Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos
Yi Chen, Yuying Ge, Weiliang Tang +5
cs.ROcs.AIcs.CLarXiv:2412.04445v42024
AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models
Eric Wallace, Jens Tuyls, Junlin Wang +3
cs.CLcs.LGarXiv:1909.09251v12019
Debate Helps Weak-to-Strong Generalization
Hao Lang, Fei Huang, Yongbin Li
cs.CLcs.AIarXiv:2501.13124v12025
Are Large Language Models Moral Hypocrites? A Study Based on Moral Foundations
José Luiz Nunes, Guilherme F. C. F. Almeida, Marcelo de Araujo +1
cs.AIcs.CLarXiv:2405.11100v22024
SEOVER: Sentence-level Emotion Orientation Vector based Conversation Emotion Recognition Model
Zaijing Li, Fengxiao Tang, Tieyu Sun +2
cs.CLcs.AIarXiv:2106.08785v22021
Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles
James Cross, Liang Huang
cs.CLarXiv:1612.06475v12016
Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks
Brenden M. Lake, Marco Baroni
cs.CLcs.AIcs.LGarXiv:1711.00350v32017
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
Chinnadhurai Sankar, Sandeep Subramanian, Christopher Pal +2
cs.CLcs.AIcs.LGarXiv:1906.01603v22019
TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
Hanshi Sun, Zhuoming Chen, Xinyu Yang +2
cs.CLcs.LGarXiv:2404.11912v32024
Training Neural Speech Recognition Systems with Synthetic Speech Augmentation
Jason Li, Ravi Gadde, Boris Ginsburg +1
cs.CLcs.LGcs.SDarXiv:1811.00707v12018
WenetSpeech-Chuan: A Large-Scale Sichuanese Corpus with Rich Annotation for Dialectal Speech Processing
Yuhang Dai, Ziyu Zhang, Shuai Wang +13
cs.CLcs.SDarXiv:2509.18004v12025
Learning by Distilling Context
Charlie Snell, Dan Klein, Ruiqi Zhong
cs.CLcs.AIarXiv:2209.15189v12022
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation
Yunfan Shao, Zhichao Geng, Yitao Liu +6
cs.CLarXiv:2109.05729v42021
J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning
Chenxi Whitehouse, Tianlu Wang, Ping Yu +4
cs.CLcs.AIcs.LGarXiv:2505.10320v32025
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
Andrew Zhao, Yiran Wu, Yang Yue +8
cs.LGcs.AIcs.CLarXiv:2505.03335v32025
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
Zhiwei He, Tian Liang, Jiahao Xu +12
cs.CLcs.AIarXiv:2504.11456v22025
GraphCodeBERT: Pre-training Code Representations with Data Flow
Daya Guo, Shuo Ren, Shuai Lu +15
cs.SEcs.CLarXiv:2009.08366v42020
SEAL: Steerable Reasoning Calibration of Large Language Models for Free
Runjin Chen, Zhenyu Zhang, Junyuan Hong +2
cs.CLcs.AIarXiv:2504.07986v32025
Calibrated Trust, Not Sharper Prediction: An Empirical Test of Uncertainty Fusion
Surya Saka
cs.LGcs.AIcs.CLarXiv:2608.14617v12026
Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback
Yucheng Zhou, Lingran Song, Jianbing Shen
cs.CLcs.AIcs.CVarXiv:2501.01377v22025
Glottal Closure and Opening Instant Detection from Speech Signals
Thomas Drugman, Thierry Dutoit
cs.SDcs.CLeess.ASarXiv:2001.00841v12019
Emoti-Attack: Zero-Perturbation Adversarial Attacks on NLP Systems via Emoji Sequences
Yangshijie Zhang
cs.AIcs.CLcs.CRarXiv:2502.17392v12025
Fair Transfer of Multiple Style Attributes in Text
Karan Dabas, Nishtha Madan, Vijay Arya +3
cs.CLcs.AIcs.LGarXiv:2001.06693v12020
Understanding Back-Translation at Scale
Sergey Edunov, Myle Ott, Michael Auli +1
cs.CLarXiv:1808.09381v22018
Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset
Hannah Rashkin, Eric Michael Smith, Margaret Li +1
cs.CLarXiv:1811.00207v52018
SONAR: Sentence-Level Multimodal and Language-Agnostic Representations
Paul-Ambroise Duquenne, Holger Schwenk, Benoît Sagot
cs.CLarXiv:2308.11466v22023
Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals
Yanai Elazar, Shauli Ravfogel, Alon Jacovi +1
cs.CLarXiv:2006.00995v32020
TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning
Zhangchen Xu, Yuetai Li, Fengqing Jiang +4
cs.LGcs.AIcs.CLarXiv:2505.14625v22025
Bridging the Multilingual Safety Divide: Efficient, Culturally-Aware Alignment for Global South Languages
Somnath Banerjee, Rima Hazra, Animesh Mukherjee
cs.CLarXiv:2602.13867v12026
DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome
Zhihan Zhou, Yanrong Ji, Weijian Li +3
q-bio.GNcs.AIcs.CEarXiv:2306.15006v22023
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System
Ronan Collobert, Christian Puhrsch, Gabriel Synnaeve
cs.LGcs.AIcs.CLarXiv:1609.03193v22016
PLDR-LLMs Reason At Self-Organized Criticality
Burc Gokden
cs.AIcs.CLcs.LGarXiv:2603.23539v12026
Scaling Model and Data for Multilingual Machine Translation with Open Large Language Models
Yuzhe Shang, Pengzhi Gao, Wei Liu +2
cs.CLarXiv:2602.11961v32026
Data Augmenting Contrastive Learning of Speech Representations in the Time Domain
Eugene Kharitonov, Morgane Rivière, Gabriel Synnaeve +4
eess.AScs.CLcs.SDarXiv:2007.00991v12020
Single-Turn Debate Does Not Help Humans Answer Hard Reading-Comprehension Questions
Alicia Parrish, Harsh Trivedi, Ethan Perez +4
cs.CLarXiv:2204.05212v22022
Enhancing Extubation Failure Prediction with LLM-Derived Features from Respiratory Therapy Clinical Notes
Izzy Chaiken, Aditya Khowal, Neha A. Sathe +2
cs.CLcs.LGphysics.soc-pharXiv:2609.17532v12026
Relation Before Entity: Deferred Commitment in Language Model Factual Recall
Divyansh Agarwal
cs.CLarXiv:2609.17537v12026
Register Bias in Complexity-Based Large Language Model Routing
Simran Koul
cs.CLcs.CYarXiv:2609.17542v12026
How AI Assistants Respond to Repeated Abuse
William Guey, Wei Zhang, Pierrick Bougault +4
cs.CLarXiv:2609.17547v12026
No Usable Linear "Capitulation Direction" in Two Small LLMs: A Validation Protocol for Activation-Steering Claims, and a Cross-Family Behavioral Study of Sycophancy Under Pushback
Saad Aamir, Muhammad Awais Bin Adil
cs.CLcs.LGarXiv:2609.17550v12026

Computation and Language

M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding

TiMoE: Time-Aware Mixture of Language Experts

Towards Greater Leverage: Scaling Laws for Efficient Mixture-of-Experts Language Models

MIEB: Massive Image Embedding Benchmark

On Measuring Gender Bias in Translation of Gender-neutral Pronouns

On the Difficulty of Translating Free-Order Case-Marking Languages

SciBERTSUM: Extractive Summarization for Scientific Documents

Grounded Textual Entailment

MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks

Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models

Who did What: A Large-Scale Person-Centered Cloze Dataset

UQ: Assessing Language Models on Unsolved Questions

Self-Challenging Language Model Agents

First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training

A Survey on Self-Evolution of Large Language Models

Linguini: A benchmark for language-agnostic linguistic reasoning

Imagination-Augmented Natural Language Understanding

Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search

EnvGen: Generating and Adapting Environments via LLMs for Training Embodied Agents

Reducing Quantity Hallucinations in Abstractive Summarization

Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos

AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models

Debate Helps Weak-to-Strong Generalization

Are Large Language Models Moral Hypocrites? A Study Based on Moral Foundations

SEOVER: Sentence-level Emotion Orientation Vector based Conversation Emotion Recognition Model

Span-Based Constituency Parsing with a Structure-Label System and Provably Optimal Dynamic Oracles

Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks

Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study

TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding

Training Neural Speech Recognition Systems with Synthetic Speech Augmentation

WenetSpeech-Chuan: A Large-Scale Sichuanese Corpus with Rich Annotation for Dialectal Speech Processing

Learning by Distilling Context

CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation

J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning

GraphCodeBERT: Pre-training Code Representations with Data Flow

SEAL: Steerable Reasoning Calibration of Large Language Models for Free

Calibrated Trust, Not Sharper Prediction: An Empirical Test of Uncertainty Fusion

Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback

Glottal Closure and Opening Instant Detection from Speech Signals

Emoti-Attack: Zero-Perturbation Adversarial Attacks on NLP Systems via Emoji Sequences

Fair Transfer of Multiple Style Attributes in Text

Understanding Back-Translation at Scale

Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset

SONAR: Sentence-Level Multimodal and Language-Agnostic Representations

Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals

TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning

Bridging the Multilingual Safety Divide: Efficient, Culturally-Aware Alignment for Global South Languages

DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome

Wav2Letter: an End-to-End ConvNet-based Speech Recognition System

PLDR-LLMs Reason At Self-Organized Criticality

Scaling Model and Data for Multilingual Machine Translation with Open Large Language Models

Data Augmenting Contrastive Learning of Speech Representations in the Time Domain

Single-Turn Debate Does Not Help Humans Answer Hard Reading-Comprehension Questions

Enhancing Extubation Failure Prediction with LLM-Derived Features from Respiratory Therapy Clinical Notes

Relation Before Entity: Deferred Commitment in Language Model Factual Recall

Register Bias in Complexity-Based Large Language Model Routing

How AI Assistants Respond to Repeated Abuse

No Usable Linear "Capitulation Direction" in Two Small LLMs: A Validation Protocol for Activation-Steering Claims, and a Cross-Family Behavioral Study of Sycophancy Under Pushback