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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13,921 to 13,980 of 19,309

AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding
Xiao Wang, Qingyi Si, Jianlong Wu +3
cs.CVcs.CLcs.MMarXiv:2503.12559v22025
Query Focused Multi-document Summarisation of Biomedical Texts
Diego Molla, Christopher Jones, Vincent Nguyen
cs.CLarXiv:2008.11986v12020
Scaling Embeddings Outperforms Scaling Experts in Language Models
Hong Liu, Jiaqi Zhang, Chao Wang +13
cs.CLcs.AIcs.LGarXiv:2601.21204v22026
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
Yonghui Wu, Mike Schuster, Zhifeng Chen +28
cs.CLcs.AIcs.LGarXiv:1609.08144v22016
Fast and accurate sentiment classification using an enhanced Naive Bayes model
Vivek Narayanan, Ishan Arora, Arjun Bhatia
cs.CLcs.IRcs.LGarXiv:1305.6143v22013
Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMs
Yibo Wang, Hai-Long Sun, Qing-Guo Chen +4
cs.CLcs.LGarXiv:2601.08198v12026
When Do Concepts Become Functionally Sufficient During Language-Model Training?
Raphael Bernas, Paul G. Chevalier, Fanny Jourdan +1
cs.CLarXiv:2608.15323v12026
Geak: Introducing Triton Kernel AI Agent & Evaluation Benchmarks
Jianghui Wang, Vinay Joshi, Saptarshi Majumder +7
cs.CLcs.AIcs.LGarXiv:2507.23194v12025
Fusing Context Into Knowledge Graph for Commonsense Question Answering
Yichong Xu, Chenguang Zhu, Ruochen Xu +3
cs.CLarXiv:2012.04808v32020
Tokka-Bench: Evaluating Tokenizers Across 100 Natural and 20 Programming Languages
Ben Gubler
cs.CLcs.AIarXiv:2610.08794v12026
ReGround: Grounding Reviewer Comments in Multimodal Evidence
Serwar Basch, Lizhen Qu, Iryna Gurevych
cs.CLcs.IRarXiv:2609.11460v12026
VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation
Hanxun Huang, Yutao Wu, Qizhou Wang +9
cs.LGcs.AIcs.CLarXiv:2609.35028v12026
Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia
Xinya Du, Claire Cardie
cs.CLarXiv:1805.05942v12018
DeepPrune: Parallel Scaling without Inter-trace Redundancy
Shangqing Tu, Yaxuan Li, Yushi Bai +2
cs.CLcs.AIarXiv:2510.08483v22025
Search Engines in an AI Era: The False Promise of Factual and Verifiable Source-Cited Responses
Pranav Narayanan Venkit, Philippe Laban, Yilun Zhou +2
cs.IRcs.AIcs.CLarXiv:2410.22349v12024
SPADE: Self-Play in Adaptive Synthetic Executable Environments
Bo Liu, Simon Yu, Yiding Jiang +15
cs.CLcs.AIarXiv:2608.19197v12026
CroissantMiner: Automated Extraction and Validation of Croissant Metadata for ML Datasets
Berke Arda, Ahmetcan Yavuz, Paul Gerry +7
cs.CLcs.AIcs.DLarXiv:2610.07132v12026
Adaptive Machine Translation with Large Language Models
Yasmin Moslem, Rejwanul Haque, John D. Kelleher +1
cs.CLarXiv:2301.13294v32023
A Survey on Knowledge-Oriented Retrieval-Augmented Generation
Mingyue Cheng, Yucong Luo, Jie Ouyang +9
cs.CLcs.AIarXiv:2503.10677v32025
Counterfactual Story Reasoning and Generation
Lianhui Qin, Antoine Bosselut, Ari Holtzman +3
cs.CLcs.AIarXiv:1909.04076v22019
A$^2$Search: Ambiguity-Aware Question Answering with Reinforcement Learning
Fengji Zhang, Xinyao Niu, Chengyang Ying +7
cs.CLcs.AIarXiv:2510.07958v12025
OpenWhistle: A Large-Scale Longitudinal Dataset and Benchmark of Bottlenose Dolphin Vocalizations
Faadil Mustun, Chiara Semenzin, Roberto Dessi +7
cs.CLarXiv:2609.34839v12026
Human-LLM Collaborative Feature Engineering for Tabular Data
Zhuoyan Li, Aditya Bansal, Jinzhao Li +8
cs.LGcs.CLcs.HCarXiv:2601.21060v12026
Activation Scaling for Steering and Interpreting Language Models
Niklas Stoehr, Kevin Du, Vésteinn Snæbjarnarson +3
cs.CLcs.AIarXiv:2410.04962v12024
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation
Niels Mündler, Jingxuan He, Slobodan Jenko +1
cs.CLcs.AIcs.LGarXiv:2305.15852v32023
EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments
Jundong Xu, Qingchuan Li, Jiaying Wu +11
cs.CLarXiv:2606.13681v22026
DIAG: Diagnostic Iterative Alignment and Generation for Data-Efficient Mathematical Preference Distillation
Guhan Chen, Songtao Tian, Bohan Li +3
cs.CLarXiv:2608.22806v12026
ACE: Attribution-Controlled Knowledge Editing for Multi-hop Factual Recall
Jiayu Yang, Yuxuan Fan, Songning Lai +5
cs.CLarXiv:2510.07896v32025
AVATAR: A Parallel Corpus for Java-Python Program Translation
Wasi Uddin Ahmad, Md Golam Rahman Tushar, Saikat Chakraborty +1
cs.SEcs.CLarXiv:2108.11590v22021
FedKD: Communication Efficient Federated Learning via Knowledge Distillation
Chuhan Wu, Fangzhao Wu, Lingjuan Lyu +2
cs.LGcs.CLarXiv:2108.13323v22021
LLM4Cell: A Survey of Large Language and Agentic Models for Single-Cell Biology
Sajib Acharjee Dip, Adrika Zafor, Bikash Kumar Paul +4
cs.CLcs.AIarXiv:2510.07793v32025
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL
Yingzhe Peng, Gongrui Zhang, Miaosen Zhang +7
cs.CLcs.AIarXiv:2503.07536v22025
OmniBench: Towards The Future of Universal Omni-Language Models
Yizhi Li, Yinghao Ma, Ge Zhang +20
cs.CLcs.AIcs.CVarXiv:2409.15272v62024
ScienceWorld: Is your Agent Smarter than a 5th Grader?
Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté +1
cs.CLcs.AIarXiv:2203.07540v22022
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning
Haiyang Xu, Ming Yan, Chenliang Li +4
cs.CVcs.AIcs.CLarXiv:2106.01804v22021
Prescriptive Scaling Reveals the Evolution of Language Model Capabilities
Hanlin Zhang, Jikai Jin, Vasilis Syrgkanis +1
cs.LGcs.AIcs.CLarXiv:2602.15327v22026
Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts
Yingfa Chen, Zhen Leng Thai, Zihan Zhou +6
cs.CLcs.AIcs.LGarXiv:2601.22156v12026
Denoising Hierarchical Representations: Joint Continuous Diffusion for Language Modeling
Mathias Ollu, Nikos Komodakis
cs.CLcs.LGarXiv:2610.08738v12026
LEXam: Benchmarking Legal Reasoning on 340 Law Exams
Yu Fan, Jingwei Ni, Jakob Merane +14
cs.CLcs.AIcs.LGarXiv:2505.12864v72025
Constrained Language Models Yield Few-Shot Semantic Parsers
Richard Shin, Christopher H. Lin, Sam Thomson +7
cs.CLarXiv:2104.08768v22021
No Free Labels: Limitations of LLM-as-a-Judge Without Human Grounding
Michael Krumdick, Charles Lovering, Varshini Reddy +2
cs.CLarXiv:2503.05061v32025
A Systematic Study of Semantic ID Spaces for Generative Information Retrieval
Alexia Allal, Hicham Randrianarivo, Sylvain Lamprier
cs.IRcs.CLarXiv:2610.08732v12026
Decoupled Physical Modeling and Execution for Physics Reasoning
Ye Zhang, Xuehang Guo, Rui Pan +4
cs.LGcs.CLarXiv:2608.22126v12026
Are NLP Models really able to Solve Simple Math Word Problems?
Arkil Patel, Satwik Bhattamishra, Navin Goyal
cs.CLarXiv:2103.07191v22021
Investigating the Limitations of Transformers with Simple Arithmetic Tasks
Rodrigo Nogueira, Zhiying Jiang, Jimmy Lin
cs.CLcs.AIcs.LGarXiv:2102.13019v32021
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
Microsoft, :, Abdelrahman Abouelenin +73
cs.CLcs.AIcs.LGarXiv:2503.01743v22025
LLM Anonymization Against Agentic Re-Identification
Ziwen Li, Jianing Wen, Tianshi Li
cs.CRcs.CLarXiv:2605.30848v22026
OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models
Fuzhao Xue, Zian Zheng, Yao Fu +4
cs.CLcs.AIcs.DCarXiv:2402.01739v22024
Summaries:简体中文
Calibrated Self-Rewarding Vision Language Models
Yiyang Zhou, Zhiyuan Fan, Dongjie Cheng +7
cs.LGcs.CLcs.CVarXiv:2405.14622v42024
GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers
Qintong Li, Leyang Cui, Xueliang Zhao +2
cs.CLarXiv:2402.19255v22024
OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration
Shaobo Wang, Xuan Ouyang, Tianyi Xu +9
cs.CLarXiv:2602.05400v22026
Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning
Yuxiao Qu, Matthew Y. R. Yang, Amrith Setlur +4
cs.LGcs.AIcs.CLarXiv:2503.07572v12025
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction
Xiao Wang, Weikang Zhou, Can Zu +11
cs.CLcs.AIarXiv:2304.08085v12023
Quickest Detection of Hallucination Onset: Delay Bounds and Learned CUSUM Statistics
Igor Itkin
cs.LGcs.AIcs.CLarXiv:2606.12476v32026
MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers
Jushaan Singh Kalra, Xinran Zhao, To Eun Kim +3
cs.IRcs.AIcs.CLarXiv:2506.15862v12025
The Fact Extraction and VERification (FEVER) Shared Task
James Thorne, Andreas Vlachos, Oana Cocarascu +2
cs.CLarXiv:1811.10971v22018
Baichuan 2: Open Large-scale Language Models
Aiyuan Yang, Bin Xiao, Bingning Wang +52
cs.CLarXiv:2309.10305v42023
Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot NLI
Yangqiaoyu Zhou, Chenhao Tan
cs.CLcs.AIarXiv:2110.06223v12021
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
Terry Yue Zhuo, Minh Chien Vu, Jenny Chim +30
cs.SEcs.AIcs.CLarXiv:2406.15877v42024
Revisiting the Uniform Information Density Hypothesis in LLM Reasoning
Minju Gwak, Guijin Son, Jaehyung Kim
cs.AIcs.CLarXiv:2510.06953v32025

Computation and Language

AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding

Query Focused Multi-document Summarisation of Biomedical Texts

Scaling Embeddings Outperforms Scaling Experts in Language Models

Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

Fast and accurate sentiment classification using an enhanced Naive Bayes model

Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMs

When Do Concepts Become Functionally Sufficient During Language-Model Training?

Geak: Introducing Triton Kernel AI Agent & Evaluation Benchmarks

Fusing Context Into Knowledge Graph for Commonsense Question Answering

Tokka-Bench: Evaluating Tokenizers Across 100 Natural and 20 Programming Languages

ReGround: Grounding Reviewer Comments in Multimodal Evidence

VEX-Bench: Benchmarking Verification Complexity of LLM-Generated Misinformation

Harvesting Paragraph-Level Question-Answer Pairs from Wikipedia

DeepPrune: Parallel Scaling without Inter-trace Redundancy

Search Engines in an AI Era: The False Promise of Factual and Verifiable Source-Cited Responses

SPADE: Self-Play in Adaptive Synthetic Executable Environments

CroissantMiner: Automated Extraction and Validation of Croissant Metadata for ML Datasets

Adaptive Machine Translation with Large Language Models

A Survey on Knowledge-Oriented Retrieval-Augmented Generation

Counterfactual Story Reasoning and Generation

A$^2$Search: Ambiguity-Aware Question Answering with Reinforcement Learning

OpenWhistle: A Large-Scale Longitudinal Dataset and Benchmark of Bottlenose Dolphin Vocalizations

Human-LLM Collaborative Feature Engineering for Tabular Data

Activation Scaling for Steering and Interpreting Language Models

Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation

EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

DIAG: Diagnostic Iterative Alignment and Generation for Data-Efficient Mathematical Preference Distillation

ACE: Attribution-Controlled Knowledge Editing for Multi-hop Factual Recall

AVATAR: A Parallel Corpus for Java-Python Program Translation

FedKD: Communication Efficient Federated Learning via Knowledge Distillation

LLM4Cell: A Survey of Large Language and Agentic Models for Single-Cell Biology

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

OmniBench: Towards The Future of Universal Omni-Language Models

ScienceWorld: Is your Agent Smarter than a 5th Grader?

E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning

Prescriptive Scaling Reveals the Evolution of Language Model Capabilities

Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts

Denoising Hierarchical Representations: Joint Continuous Diffusion for Language Modeling

LEXam: Benchmarking Legal Reasoning on 340 Law Exams

Constrained Language Models Yield Few-Shot Semantic Parsers

No Free Labels: Limitations of LLM-as-a-Judge Without Human Grounding

A Systematic Study of Semantic ID Spaces for Generative Information Retrieval

Decoupled Physical Modeling and Execution for Physics Reasoning

Are NLP Models really able to Solve Simple Math Word Problems?

Investigating the Limitations of Transformers with Simple Arithmetic Tasks

Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

LLM Anonymization Against Agentic Re-Identification

OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models

Calibrated Self-Rewarding Vision Language Models

GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning

InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction

Quickest Detection of Hallucination Onset: Delay Bounds and Learned CUSUM Statistics

MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers

The Fact Extraction and VERification (FEVER) Shared Task

Baichuan 2: Open Large-scale Language Models

Investigating the Effect of Natural Language Explanations on Out-of-Distribution Generalization in Few-shot NLI

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Revisiting the Uniform Information Density Hypothesis in LLM Reasoning