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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481 to 540 of 11,224

Understanding Social Reasoning in Language Models with Language Models
Kanishk Gandhi, Jan-Philipp Fränken, Tobias Gerstenberg +1
cs.CLcs.AIcs.HCarXiv:2306.15448v22023
Unifying Large Language Models and Knowledge Graphs: A Roadmap
Shirui Pan, Linhao Luo, Yufei Wang +3
cs.CLcs.AIarXiv:2306.08302v32023
RestGPT: Connecting Large Language Models with Real-World RESTful APIs
Yifan Song, Weimin Xiong, Dawei Zhu +9
cs.CLarXiv:2306.06624v22023
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings
Masoud Jalili Sabet, Philipp Dufter, François Yvon +1
cs.CLarXiv:2004.08728v42020
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering
Jinheon Baek, Alham Fikri Aji, Amir Saffari
cs.CLarXiv:2306.04136v12023
LLM-Pruner: On the Structural Pruning of Large Language Models
Xinyin Ma, Gongfan Fang, Xinchao Wang
cs.CLarXiv:2305.11627v32023
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis
Wenhao Zhu, Hongyi Liu, Qingxiu Dong +5
cs.CLarXiv:2304.04675v42023
Non-Autoregressive Machine Translation with Latent Alignments
Chitwan Saharia, William Chan, Saurabh Saxena +1
cs.CLcs.LGarXiv:2004.07437v32020
A Bibliometric Review of Large Language Models Research from 2017 to 2023
Lizhou Fan, Lingyao Li, Zihui Ma +3
cs.DLcs.CLcs.CYarXiv:2304.02020v12023
Deep Learning Models for Multilingual Hate Speech Detection
Sai Saketh Aluru, Binny Mathew, Punyajoy Saha +1
cs.SIcs.CLarXiv:2004.06465v32020
Self-Refine: Iterative Refinement with Self-Feedback
Aman Madaan, Niket Tandon, Prakhar Gupta +13
cs.CLcs.AIcs.LGarXiv:2303.17651v22023
Summaries:한국어
Injecting Numerical Reasoning Skills into Language Models
Mor Geva, Ankit Gupta, Jonathan Berant
cs.CLarXiv:2004.04487v12020
Stabilizing Transformer Training by Preventing Attention Entropy Collapse
Shuangfei Zhai, Tatiana Likhomanenko, Etai Littwin +5
cs.LGcs.AIcs.CLarXiv:2303.06296v22023
Are These Modules Worth Their Cost? A Paradigm-Level Accuracy-Cost Analysis of In-context Learning Text-to-SQL
Jiayan Lin, Yujia Liu, Zijin Hong +6
cs.CLcs.AIcs.DBarXiv:2608.28432v12026
A Survey and Classification of Controlled Natural Languages
Tobias Kuhn
cs.CLarXiv:1507.01701v12015
RuleWeaver: Benchmarking Rule-Centered Scenario Reasoning for Large Language Models
Bohan Yu, Shi-Yang Li, Pengfei Cao +2
cs.CLarXiv:2608.26832v12026
Double Trouble: Bilingual Pretraining Leaves Language-Conditioned Effects in Shared-Language Representations
Anjishnu Mukherjee, Ziwei Zhu, Antonios Anastasopoulos
cs.CLarXiv:2608.26576v12026
Twitter Sentiment Analysis: Lexicon Method, Machine Learning Method and Their Combination
Olga Kolchyna, Tharsis T. P. Souza, Philip Treleaven +1
cs.CLcs.IRcs.LGarXiv:1507.00955v32015
MemToC: Benchmarking Memory-Tool Conflict Resolution in Large Language Models
Arseniy Varlamov, Rishat Zinnatullin, Elisei Rykov +2
cs.CLcs.AIcs.MAarXiv:2608.26295v12026
Europarl-ST: A Multilingual Corpus For Speech Translation Of Parliamentary Debates
Javier Iranzo-Sánchez, Joan Albert Silvestre-Cerdà, Javier Jorge +5
cs.CLcs.SDeess.ASarXiv:1911.03167v32019
How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation
Amr Hendy, Mohamed Abdelrehim, Amr Sharaf +6
cs.CLarXiv:2302.09210v12023
CN-CELEB: a challenging Chinese speaker recognition dataset
Yue Fan, Jiawen Kang, Lantian Li +7
eess.AScs.CLcs.SDarXiv:1911.01799v12019
Text Understanding from Scratch
Xiang Zhang, Yann LeCun
cs.LGcs.CLarXiv:1502.01710v52015
A Dataset for Movie Description
Anna Rohrbach, Marcus Rohrbach, Niket Tandon +1
cs.CVcs.CLcs.IRarXiv:1501.02530v12015
The Dialect Tax: Dialectal Biases Persist throughout the Language Modeling Pipeline
Elle
cs.CLcs.AIcs.LGarXiv:2608.24952v12026
Prompting Is Programming: A Query Language for Large Language Models
Luca Beurer-Kellner, Marc Fischer, Martin Vechev
cs.CLcs.AIarXiv:2212.06094v32022
Addressing the Rare Word Problem in Neural Machine Translation
Minh-Thang Luong, Ilya Sutskever, Quoc V. Le +2
cs.CLcs.LGcs.NEarXiv:1410.8206v42014
An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction
Shun Kiyono, Jun Suzuki, Masato Mita +2
cs.CLarXiv:1909.00502v12019
FARCA: Fact-Aligned Reliability-Aware Credit Assignment for Reinforcement Learning with Factual Supervision
Qiming Xie, Wenjie Zheng, Xiangqing Shen +1
cs.CLcs.AIarXiv:2608.24350v12026
GLM-130B: An Open Bilingual Pre-trained Model
Aohan Zeng, Xiao Liu, Zhengxiao Du +15
cs.CLcs.AIcs.LGarXiv:2210.02414v22022
'Ghaib in Translation' aka Unseen Harm: Measuring Cross-Script Safety Inconsistency with 'Missed-in-Urdu' Scores in LLM Hate Speech Detection
Fawzia Zehra, Kara-Isitt, Sonal Khosla +1
cs.CLcs.AIarXiv:2608.24191v12026
Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review
Seyedmostafa Sheikhalishahi, Riccardo Miotto, Joel T Dudley +3
cs.CYcs.AIcs.CLarXiv:1908.05780v12019
AgentSpec: Speculative Decoding for Batch Inference of LLM Agents
Xin Wang, Ziming Miao, Yi Zhu +4
cs.CLarXiv:2608.24004v12026
Improving alignment of dialogue agents via targeted human judgements
Amelia Glaese, Nat McAleese, Maja Trębacz +31
cs.LGcs.CLarXiv:2209.14375v12022
Video In Sentences Out
Andrei Barbu, Alexander Bridge, Zachary Burchill +15
cs.CVcs.CLcs.IRarXiv:1408.6418v12014
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology
Ran Zmigrod, Sabrina J. Mielke, Hanna Wallach +1
cs.CLarXiv:1906.04571v32019
Is Attention Interpretable?
Sofia Serrano, Noah A. Smith
cs.CLarXiv:1906.03731v12019
Cognitive Profiling of LRMs' Reasoning Traces Using Bloom's Taxonomy
Maria-Eleni Zoumpoulidi, Georgios Paraskevopoulos, Alexandros Potamianos
cs.AIcs.CLarXiv:2608.23205v12026
Learning Deep Transformer Models for Machine Translation
Qiang Wang, Bei Li, Tong Xiao +4
cs.CLcs.LGarXiv:1906.01787v12019
Language models show human-like content effects on reasoning tasks
Ishita Dasgupta, Andrew K. Lampinen, Stephanie C. Y. Chan +5
cs.CLcs.AIcs.LGarXiv:2207.07051v42022
LLM Pedagogical Behavior in AI Tutoring Interactions
Suhyeon Lee, Juneha Baek, Jaehyeong Park +1
cs.CLcs.HCarXiv:2608.22993v12026
Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
Jiaqi Guo, Zecheng Zhan, Yan Gao +4
cs.CLarXiv:1905.08205v22019
Self-critiquing models for assisting human evaluators
William Saunders, Catherine Yeh, Jeff Wu +4
cs.CLcs.LGarXiv:2206.05802v22022
MemGuard: Persisting Verifier Signals for LLM-Agent Memory Governance
Haoyu Wang, Guangyuan Dong, He Liang +5
cs.AIcs.CLarXiv:2608.21867v12026
Challenges in Building Intelligent Open-domain Dialog Systems
Minlie Huang, Xiaoyan Zhu, Jianfeng Gao
cs.CLcs.AIarXiv:1905.05709v32019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems
Alex Wang, Yada Pruksachatkun, Nikita Nangia +5
cs.CLcs.AIarXiv:1905.00537v32019
Tangut Word Segmentation under Extreme Resource Scarcity: Integrating Traditional Lexicons and Unlabeled Text
Lifan Deng, Yongwei Zhang, Sen Sun +2
cs.CLarXiv:2608.18437v12026
Summaries:한국어
Redakto - The Incognito Tab for LLMs
Saurav Kumar Saha, Tom Röhr, Felix Bießmann
cs.AIcs.CLcs.CRarXiv:2608.18260v12026
Learning to Speak and Act in a Fantasy Text Adventure Game
Jack Urbanek, Angela Fan, Siddharth Karamcheti +7
cs.CLcs.AIarXiv:1903.03094v12019
The IOL-AI Challenge: An Open Challenge towards Advancing Linguistic Reasoning
Eduardo Sánchez, Rita Berrada, Dan-Mircea Mirea +8
cs.CLarXiv:2608.18011v12026
STaR: Bootstrapping Reasoning With Reasoning
Eric Zelikman, Yuhuai Wu, Jesse Mu +1
cs.LGcs.AIcs.CLarXiv:2203.14465v22022
BEAR-Bench: A Bilingual Enterprise and Academic Reasoning Benchmark for Multimodal Models
Liubov Chubarova, Alexandra Kuleshova, Daniil Volkov +2
cs.CLcs.AIarXiv:2608.17895v12026
Semantic Neural Machine Translation using AMR
Linfeng Song, Daniel Gildea, Yue Zhang +2
cs.CLcs.AIarXiv:1902.07282v12019
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization
Shankar Kantharaj, Rixie Tiffany Ko Leong, Xiang Lin +4
cs.CLarXiv:2203.06486v32022
Time as Structure: Temporal Dependency Graphs for Verifiable Deadline Computation over Legal Documents
Maryia Zhyrko, Lifeng Han, Suzan Verberne
cs.CLarXiv:2608.15270v12026
Does a Tool Result Carry More Authority Than Plain Text? Three Prospective Studies of False-Claim Adoption in a Synthetic Assignment Task with Claude Opus 5
Justin Bronder
cs.AIcs.CLarXiv:2608.14992v12026
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents
Wenlong Huang, Pieter Abbeel, Deepak Pathak +1
cs.LGcs.AIcs.CLarXiv:2201.07207v22022
Prompting Visual-Language Models for Efficient Video Understanding
Chen Ju, Tengda Han, Kunhao Zheng +2
cs.CVcs.CLarXiv:2112.04478v22021
Synthetic Persona Pretraining: Alignment from Token Zero
Julian Minder, Viktor Moskvoretskii, Raghav Singhal +12
cs.LGcs.AIcs.CLarXiv:2608.13482v12026
Leveraging Automated Unit Tests for Unsupervised Code Translation
Baptiste Roziere, Jie M. Zhang, Francois Charton +3
cs.SEcs.CLcs.LGarXiv:2110.06773v22021

Computation and Language

Understanding Social Reasoning in Language Models with Language Models

Unifying Large Language Models and Knowledge Graphs: A Roadmap

RestGPT: Connecting Large Language Models with Real-World RESTful APIs

SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings

Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering

LLM-Pruner: On the Structural Pruning of Large Language Models

Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis

Non-Autoregressive Machine Translation with Latent Alignments

A Bibliometric Review of Large Language Models Research from 2017 to 2023

Deep Learning Models for Multilingual Hate Speech Detection

Self-Refine: Iterative Refinement with Self-Feedback

Injecting Numerical Reasoning Skills into Language Models

Stabilizing Transformer Training by Preventing Attention Entropy Collapse

Are These Modules Worth Their Cost? A Paradigm-Level Accuracy-Cost Analysis of In-context Learning Text-to-SQL

A Survey and Classification of Controlled Natural Languages

RuleWeaver: Benchmarking Rule-Centered Scenario Reasoning for Large Language Models

Double Trouble: Bilingual Pretraining Leaves Language-Conditioned Effects in Shared-Language Representations

Twitter Sentiment Analysis: Lexicon Method, Machine Learning Method and Their Combination

MemToC: Benchmarking Memory-Tool Conflict Resolution in Large Language Models

Europarl-ST: A Multilingual Corpus For Speech Translation Of Parliamentary Debates

How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation

CN-CELEB: a challenging Chinese speaker recognition dataset

Text Understanding from Scratch

A Dataset for Movie Description

The Dialect Tax: Dialectal Biases Persist throughout the Language Modeling Pipeline

Prompting Is Programming: A Query Language for Large Language Models

Addressing the Rare Word Problem in Neural Machine Translation

An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction

FARCA: Fact-Aligned Reliability-Aware Credit Assignment for Reinforcement Learning with Factual Supervision

GLM-130B: An Open Bilingual Pre-trained Model

'Ghaib in Translation' aka Unseen Harm: Measuring Cross-Script Safety Inconsistency with 'Missed-in-Urdu' Scores in LLM Hate Speech Detection

Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review

AgentSpec: Speculative Decoding for Batch Inference of LLM Agents

Improving alignment of dialogue agents via targeted human judgements

Video In Sentences Out

Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology

Is Attention Interpretable?

Cognitive Profiling of LRMs' Reasoning Traces Using Bloom's Taxonomy

Learning Deep Transformer Models for Machine Translation

Language models show human-like content effects on reasoning tasks

LLM Pedagogical Behavior in AI Tutoring Interactions

Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation

Self-critiquing models for assisting human evaluators

MemGuard: Persisting Verifier Signals for LLM-Agent Memory Governance

Challenges in Building Intelligent Open-domain Dialog Systems

SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems

Tangut Word Segmentation under Extreme Resource Scarcity: Integrating Traditional Lexicons and Unlabeled Text

Redakto - The Incognito Tab for LLMs

Learning to Speak and Act in a Fantasy Text Adventure Game

The IOL-AI Challenge: An Open Challenge towards Advancing Linguistic Reasoning

STaR: Bootstrapping Reasoning With Reasoning

BEAR-Bench: A Bilingual Enterprise and Academic Reasoning Benchmark for Multimodal Models

Semantic Neural Machine Translation using AMR

Chart-to-Text: A Large-Scale Benchmark for Chart Summarization

Time as Structure: Temporal Dependency Graphs for Verifiable Deadline Computation over Legal Documents

Does a Tool Result Carry More Authority Than Plain Text? Three Prospective Studies of False-Claim Adoption in a Synthetic Assignment Task with Claude Opus 5

Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents

Prompting Visual-Language Models for Efficient Video Understanding

Synthetic Persona Pretraining: Alignment from Token Zero

Leveraging Automated Unit Tests for Unsupervised Code Translation