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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181 to 240 of 11,241

Improving Factual Consistency of Abstractive Summarization via Question Answering
Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu +7
cs.CLcs.AIarXiv:2105.04623v12021
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
PEER: A Collaborative Language Model
Timo Schick, Jane Dwivedi-Yu, Zhengbao Jiang +7
cs.CLarXiv:2208.11663v12022
Training Language Models with Language Feedback
Jérémy Scheurer, Jon Ander Campos, Jun Shern Chan +3
cs.CLcs.AIcs.LGarXiv:2204.14146v42022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering
Jiacheng Liu, Skyler Hallinan, Ximing Lu +4
cs.CLcs.AIarXiv:2210.03078v22022
Towards Empathetic Open-domain Conversation Models: a New Benchmark and Dataset
Hannah Rashkin, Eric Michael Smith, Margaret Li +1
cs.CLarXiv:1811.00207v52018
DeepSeek-V3 Technical Report
DeepSeek-AI, Aixin Liu, Bei Feng +197
cs.CLcs.AIarXiv:2412.19437v22024
VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo
Qianli Ma, Yaowei Zheng, Zhelun Shi +9
cs.CLcs.AIcs.DCarXiv:2508.02317v32025
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings
Mandy Guo, Qinlan Shen, Yinfei Yang +8
cs.CLarXiv:1807.11906v22018
AgentInstruct: Toward Generative Teaching with Agentic Flows
Arindam Mitra, Luciano Del Corro, Guoqing Zheng +11
cs.AIcs.CLcs.LGarXiv:2407.03502v12024
Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion
Anum Afzal, Florian Matthes, Gal Chechik +1
cs.CLarXiv:2505.24362v22025
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information
Mehran Kazemi, Quan Yuan, Deepti Bhatia +4
cs.CLcs.AIcs.LGarXiv:2306.07934v12023
SONAR: Sentence-Level Multimodal and Language-Agnostic Representations
Paul-Ambroise Duquenne, Holger Schwenk, Benoît Sagot
cs.CLarXiv:2308.11466v22023
Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline
Meng Lu, Ruochen Zhang, Carsten Eickhoff +1
cs.CLarXiv:2505.20546v22025
Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals
Yanai Elazar, Shauli Ravfogel, Alon Jacovi +1
cs.CLarXiv:2006.00995v32020
Soft Tokens, Hard Truths
Natasha Butt, Ariel Kwiatkowski, Ismail Labiad +2
cs.CLcs.AIcs.LGarXiv:2509.19170v22025
SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens
Nikita Dragunov, Temurbek Rahmatullaev, Elizaveta Goncharova +5
cs.CLarXiv:2508.05305v22025
Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles
Kulin Shah, Nishanth Dikkala, Xin Wang +1
cs.LGcs.CLarXiv:2409.10502v12024
Monitoring Latent World States in Language Models with Propositional Probes
Jiahai Feng, Stuart Russell, Jacob Steinhardt
cs.CLcs.LGarXiv:2406.19501v22024
Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning
Jifan Zhang, Lalit Jain, Yang Guo +9
cs.LGcs.AIcs.CLarXiv:2406.10522v22024
Summing Up the Facts: Additive Mechanisms Behind Factual Recall in LLMs
Bilal Chughtai, Alan Cooney, Neel Nanda
cs.LGcs.CLarXiv:2402.07321v12024
Backward Lens: Projecting Language Model Gradients into the Vocabulary Space
Shahar Katz, Yonatan Belinkov, Mor Geva +1
cs.CLcs.AIcs.LGarXiv:2402.12865v12024
Beyond English-Centric LLMs: What Language Do Multilingual Language Models Think in?
Chengzhi Zhong, Fei Cheng, Qianying Liu +5
cs.CLcs.AIarXiv:2408.10811v12024
From Failure to Mastery: Generating Hard Samples for Tool-use Agents
Bingguang Hao, Zengzhuang Xu, Yuntao Wen +11
cs.CLarXiv:2601.01498v12026
Deep Research Pretraining via Predictive Navigation
Jiang Zhou, Zhiyuan Fan, Xing Wu +3
cs.CLarXiv:2608.00432v12026
Learning from Task Descriptions
Orion Weller, Nicholas Lourie, Matt Gardner +1
cs.CLarXiv:2011.08115v12020
Measuring Semantic Similarity by Latent Relational Analysis
Peter D. Turney
cs.LGcs.CLcs.IRarXiv:cs/0508053v12005
TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning
Zhangchen Xu, Yuetai Li, Fengqing Jiang +4
cs.LGcs.AIcs.CLarXiv:2505.14625v22025
Brain-to-Text Decoding: A Non-invasive Approach via Typing
Jarod Lévy, Mingfang Zhang, Svetlana Pinet +4
eess.SPcs.AIcs.CLarXiv:2502.17480v12025
Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems
Taejin Park, Ivan Medennikov, Kunal Dhawan +6
eess.AScs.CLcs.LGarXiv:2409.06656v32024
SemGloVe: Semantic Co-occurrences for GloVe from BERT
Leilei Gan, Zhiyang Teng, Yue Zhang +3
cs.CLcs.AIarXiv:2012.15197v22020
Incorporating Visual Semantics into Sentence Representations within a Grounded Space
Patrick Bordes, Eloi Zablocki, Laure Soulier +2
cs.CLarXiv:2002.02734v12020
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment
Jingcheng Deng, Zhongtao Jiang, Liang Pang +5
cs.CLarXiv:2502.11401v32025
ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents
Yusheng Liao, Shuyang Jiang, Yanfeng Wang +1
cs.CLarXiv:2410.17657v32024
MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval
Junjie Zhou, Zheng Liu, Ze Liu +6
cs.CVcs.CLarXiv:2412.14475v12024
MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions
Kai Zhang, Yi Luan, Hexiang Hu +5
cs.CVcs.AIcs.CLarXiv:2403.19651v22024
Reasoning Up the Instruction Ladder for Controllable Language Models
Zishuo Zheng, Vidhisha Balachandran, Chan Young Park +2
cs.CLcs.AIarXiv:2511.04694v52025
CAFe: Unifying Representation and Generation with Contrastive-Autoregressive Finetuning
Hao Yu, Zhuokai Zhao, Shen Yan +7
cs.CVcs.AIcs.CLarXiv:2503.19900v12025
Simpler Context-Dependent Logical Forms via Model Projections
Reginald Long, Panupong Pasupat, Percy Liang
cs.CLarXiv:1606.05378v12016
MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos
Kejian Zhu, Zhuoran Jin, Hongbang Yuan +6
cs.CVcs.CLarXiv:2506.04141v22025
ResearchTown: Simulator of Human Research Community
Haofei Yu, Zhaochen Hong, Zirui Cheng +5
cs.CLcs.LGarXiv:2412.17767v22024
DyFlow: Dynamic Workflow Framework for Agentic Reasoning
Yanbo Wang, Zixiang Xu, Yue Huang +9
cs.CLarXiv:2509.26062v12025
Order in the Court: Explainable AI Methods Prone to Disagreement
Michael Neely, Stefan F. Schouten, Maurits J. R. Bleeker +1
cs.LGcs.CLarXiv:2105.03287v32021
Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs
Sharath Naganna, Tanvir Ahmed Sijan, Uddipta Kalita
cs.CLarXiv:2607.16693v12026
Bridging the Multilingual Safety Divide: Efficient, Culturally-Aware Alignment for Global South Languages
Somnath Banerjee, Rima Hazra, Animesh Mukherjee
cs.CLarXiv:2602.13867v12026
Racing Thoughts: Explaining Contextualization Errors in Large Language Models
Michael A. Lepori, Michael C. Mozer, Asma Ghandeharioun
cs.CLarXiv:2410.02102v22024
Learning to Reason for Hallucination Span Detection
Hsuan Su, Ting-Yao Hu, Hema Swetha Koppula +7
cs.CLcs.AIcs.LGarXiv:2510.02173v22025
R-Transformer: Recurrent Neural Network Enhanced Transformer
Zhiwei Wang, Yao Ma, Zitao Liu +1
cs.LGcs.CLcs.CVarXiv:1907.05572v12019
Beg to Differ: Understanding Reasoning-Answer Misalignment Across Languages
Anaelia Ovalle, Candace Ross, Sebastian Ruder +4
cs.CLarXiv:2512.22712v32025
GerAV: Towards New Heights in German Authorship Verification using Fine-Tuned LLMs on a New Benchmark
Lotta Kiefer, Christoph Leiter, Sotaro Takeshita +2
cs.CLarXiv:2601.13711v22026
TikZilla: Scaling Text-to-TikZ with High-Quality Data and Reinforcement Learning
Christian Greisinger, Steffen Eger
cs.AIcs.CLcs.CVarXiv:2603.03072v32026
AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ
Jonas Belouadi, Anne Lauscher, Steffen Eger
cs.CLcs.CVarXiv:2310.00367v22023
DiagrammerGPT: Generating Open-Domain, Open-Platform Diagrams via LLM Planning
Abhay Zala, Han Lin, Jaemin Cho +1
cs.CVcs.AIcs.CLarXiv:2310.12128v22023
Don't Adapt Small Language Models for Tools; Adapt Tool Schemas to the Models
Jonggeun Lee, Woojung Song, Jongwook Han +2
cs.CLarXiv:2510.07248v32025
The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models
Noah Y. Siegel, Oana-Maria Camburu, Nicolas Heess +1
cs.CLcs.AIarXiv:2404.03189v22024
Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study
Tao Ge, Furu Wei, Ming Zhou
cs.CLcs.AIarXiv:1807.01270v52018
Addressing Some Limitations of Transformers with Feedback Memory
Angela Fan, Thibaut Lavril, Edouard Grave +2
cs.LGcs.CLstat.MLarXiv:2002.09402v32020
Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents
Jiacheng Miao, Joe R. Davis, Yaohui Zhang +2
cs.AIcs.CLcs.LGarXiv:2509.06917v22025

Computation and Language

Improving Factual Consistency of Abstractive Summarization via Question Answering

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

PEER: A Collaborative Language Model

Training Language Models with Language Feedback

Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering

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

DeepSeek-V3 Technical Report

VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo

Effective Parallel Corpus Mining using Bilingual Sentence Embeddings

AgentInstruct: Toward Generative Teaching with Agentic Flows

Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion

BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information

SONAR: Sentence-Level Multimodal and Language-Agnostic Representations

Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline

Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals

Soft Tokens, Hard Truths

SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens

Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles

Monitoring Latent World States in Language Models with Propositional Probes

Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning

Summing Up the Facts: Additive Mechanisms Behind Factual Recall in LLMs

Backward Lens: Projecting Language Model Gradients into the Vocabulary Space

Beyond English-Centric LLMs: What Language Do Multilingual Language Models Think in?

From Failure to Mastery: Generating Hard Samples for Tool-use Agents

Deep Research Pretraining via Predictive Navigation

Learning from Task Descriptions

Measuring Semantic Similarity by Latent Relational Analysis

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

Brain-to-Text Decoding: A Non-invasive Approach via Typing

Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems

SemGloVe: Semantic Co-occurrences for GloVe from BERT

Incorporating Visual Semantics into Sentence Representations within a Grounded Space

Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment

ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents

MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval

MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions

Reasoning Up the Instruction Ladder for Controllable Language Models

CAFe: Unifying Representation and Generation with Contrastive-Autoregressive Finetuning

Simpler Context-Dependent Logical Forms via Model Projections

MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos

ResearchTown: Simulator of Human Research Community

DyFlow: Dynamic Workflow Framework for Agentic Reasoning

Order in the Court: Explainable AI Methods Prone to Disagreement

Are Arithmetic Heuristic Neurons Form-Invariant? A Mechanistic Analysis of Symbols, Text, and Code in LLMs

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

Racing Thoughts: Explaining Contextualization Errors in Large Language Models

Learning to Reason for Hallucination Span Detection

R-Transformer: Recurrent Neural Network Enhanced Transformer

Beg to Differ: Understanding Reasoning-Answer Misalignment Across Languages

GerAV: Towards New Heights in German Authorship Verification using Fine-Tuned LLMs on a New Benchmark

TikZilla: Scaling Text-to-TikZ with High-Quality Data and Reinforcement Learning

AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ

DiagrammerGPT: Generating Open-Domain, Open-Platform Diagrams via LLM Planning

Don't Adapt Small Language Models for Tools; Adapt Tool Schemas to the Models

The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models

Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study

Addressing Some Limitations of Transformers with Feedback Memory

Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents